Editorial
Techscape
With great pride, IIT Jodhpur presents the Convocation Day Issue of TechScape to you. While I am writing the editorial, the world seems a much happier and responsible place, post covid, and it is becoming clear that the adoption of digital technologies and sustainable practices will be our way of living for better tomorrow. In the current day scenario, we must re-examine the fundamental role of technology and how they are radically transforming people’s relationship to work and knowledge, accelerating the spread of new opportunities
Director
Story of Cities
Santanu Chaudhury and Lipika Dey
Cities are part of human civilization. Each City has its own story. They showcase the imprints of evolving human civilisations. Some of the oldest cities like Damascus, Hanoi, Varanasi have stood the test of time apart from human invasions and geographical calamities. Many cities have continuously evolved and survived. In reality, cities are complex social systems that have to cater to social, economic as well as environmental needs
In 2009, a report of the European Environmental Agency [2] cited that although quality of life has improved in many European cities, many areas such as health have deteriorated. The paradigm of Smart Cities was conceived as a response to the goal of creating the city of the future, where along with guaranteeing the well-being and rights of their citizens, it would be imperative to assess industry and urban planning from an environmental and sustainable point of view.
Ankur Gupta, Atul Kumar Sharma, Chandan Pandey and Hardik Kothadia
Dr. Sankalp Pratap
Dr. Anuj Pal Kapoor
Department of Physics, IIT Jodhpur in association with the Plasma Science Society of India (PSSI)
IUMRS-ICA 2022
Sunanda Sangwan
Shri Senapathy Kris Gopalakrishnan
Dr. Ashish Lele
Prof. Uday B. Desai
Prof. Souvik Bhattacharyya
Ayan Dey, Ghanshyam Varshney and Srijan Sengu
Rachel Philip
Satyaveer, Saakshi Dhanekar, Abhinav Dixit, Kamaljit Rangra
Prarthana Saikia and Prof. Ankita Sharma
Siddharth Srivastava
Gurujegan Murugesan
Kshema Prakash and Kamleshkumar J. Patel
Mohd Sakib Ansari and Bhupendra Singh Reniwal
Raviraj Vankayala and Antony Vincy
Prasenjeet Tribhuvan

With great pride, IIT Jodhpur presents the Convocation Day Issue of TechScape to you. While I am writing the editorial, the world seems a much happier and responsible place, post covid, and it is becoming clear that the adoption of digital technologies and sustainable practices will be our way of living for better tomorrow. In the current day scenario, we must re-examine the fundamental role of technology and how they are radically transforming people’s relationship to work and knowledge, accelerating the spread of new opportunities, democratizing access to data, creating new professions and forging innovative solutions, whilst also raising new challenges.
This special issue of TechScape represents a defining aspect of IIT J’s approach towards scientific and engineering research, and how the fundamental role of technology in one’s life has become a crucial source of collective intelligence. IIT Jodhpur is an example of an academic institution where knowledge is taught, created, preserved, and used to solve relevant problems. A decisive aspect of IIT J’s approach is that we currently have 11 interdepartmental research units (e.g., IDRPs, Centers and Schools), besides ten (10) core department, which cut across departmental boundaries and focus on broad research themes or on a specific research mission. Working across disciplinary boundaries, these interdepartmental research units make it possible for faculty, students, and staff to work collaboratively on the solutions of difficult and important challenges by applying a variety of tools and perspectives. Unlocking the transformative potential of interdisciplinary and multidisciplinary research for sustainable development is our common ambition and this process is already underway.
For this issue, the in-focus section commences with a very insightful work by Prof. Sunanda Sangwan on Anthropomorphism and Virtual Human Influencer, where she highlights the value to business and end users, through virtual entities. Furthermore, the section highlights IIT Jodhpur’s 8th convocation which was held in the physical mode after 2019. The section elucidate Shri Senapathy “Kris” Gopalakrishnan’s (Chairman – Axilor Ventures) address as Chief Guest and also highlights the address by Guest of Honour, Dr. Ashish Lele (Director, CSIR – NCL, Pune) as part of the 8th Convocation. The “International Conference on Recent Advances in Mechanical Engineering (ICRAM 2022)” was organized from 25 - 27 August 2022 by the Department of Mechanical Engineering at Indian Institute of Technology Jodhpur. The aim of ICRAM 2022 was to bring together innovative scholars and industry experts working in the field of mechanical science and technology in a joint forum. On 2nd August, we celebrated our Foundation Day with presence of esteemed dignitaries, Prof. Uday B. Desai (Former Director – IIT Hyderabad, Vice Chancellor – Anurag University) and Prof. Souvik Bhattacharyya (Vice Chancellor – BITS, Pilani). A 4-day Youth Conclave was organised by IIT Jodhpur in collaboration with Indian National Academy of Indian Institute of Technology Jodhpur
About the Author
Anuj Pal Kapoor

Cities are part of human civilization. Each City has its own story. They showcase the imprints of evolving human civilisations. Some of the oldest cities like Damascus, Hanoi, Varanasi have stood the test of time apart from human invasions and geographical calamities. Many cities have continuously evolved and survived. In reality, cities are complex social systems that have to cater to social, economic as well as environmental needs.
In 2009, a report of the European Environmental Agency [2] cited that although quality of life has improved in many European cities, many areas such as health have deteriorated. The paradigm of Smart Cities was conceived as a response to the goal of creating the city of the future, where along with guaranteeing the well-being and rights of their citizens, it would be imperative to assess industry and urban planning from an environmental and sustainable point of view. With these goals in mind, smart cities were conceived as places which would be facilitated by internet technologies to provide energy-efficient environment-friendly services in the areas of healthcare, education, entertainment, transportation as well as safety and public services. These applications are increasingly enabled by sensors and embedded systems deployed over common platforms. The last decade has seen a considerable rise in effort to ensure the requisite infrastructure for providing the services, along with participatory innovative processes to create citizen- friendly applications.
As data science progressed, the opportunity for data-driven future planning of smart cities has also grown. Smart city planners can not only use data to improve the performance and efficiency of the currently deployed applications, but also to forecast, respond, and plan for future scenarios. The data also assists in the decision- making process to design practices that encourage community engagement and increase participation of citizens by improving digital literacy and culture.
In the following we present case studies based analytical insights about smart cities.
A Decade of Smart Cities
During the initial years, there was no universal consensus about how a smart city should be defined or assessed, or what should be the expectations of its citizens. A comprehensive study focusing on 200 European cities [2] identified several fields of activity that are described in literature in relation to the term ‘smart city’. In 2012, Cohen proposed six aspirational goals for a smart city namely smart economy, smart environmental practices, smart living, smart mobility and smart people [3]. Key drivers for each goal were also specified. In 2014, Cocchia proposed three dimensions for conducting literature surveys for smart cities : technological, human and institutional, under which different activities could be categorised [4]. The technology dimension included concepts related to infrastructures. The human dimension includes concepts related to people i.e. education, learning and knowledge that are key drivers for the smart city. The institutional dimension includes concept related to governance and policy, which covers the cooperation between various stakeholders and institutional governments. In 2015, Yin et al. proposed four major domains for assessing smart cities [5]. These were business- related, citizen-related, environment-related and government- related categories. Each of them was further divided into several subdomains.
In the initial days, smart cities were also referred to as digital, as the key focus was on technology-enabled services, especially Information Communication Technologies (ICT). However, over the years, there has been a conscious effort towards ensuring better quality of life in a more holistic sense. Data and information from different case studies carried out globally revealed that smart people, smart living, and smart governance methods that have come into practice at a later stage are as important as smart mobility, smart environments, and smart economy measures that were implemented early on, and cities are opening up to new, transparent participatory governance approaches where citizens play a key role.
In 2019, Sánchez-Corcuera published a detailed analysis of several urban city systems that use data-driven smart applications for their smooth functioning [6]. The study was based on analysis of case-studies reported from several cities across the world. The review highlights that while earlier smart cities have mostly focused on technology to achieve environmental benefits, the current wave of smart cities emphasise on the inclusion of socio-economic capital and community engagement. The need of the hour is for applications that can facilitate citizen participation to support decision making and policy formulation. Novel ways of governing that can engage stakeholders are emerging.
In 2022, Kaluaracchi [6] proposed a taxonomy that combined Cohen’s indicators with Yin’s subdomains and also included newly emerging indicators. This is presented in Figure 1. This figure illustrates that the current and future smart cities will have to focus on promoting citizen participation in governance and active decision making in all walks of social life.

Along with other attributes, an important characteristic of future smart cities would be determined by its predictive capability to anticipate future trends and uncertainties, and be equipped to mitigate risks, if not pre-empt them altogether. Our analysis of 66 articles published in a special issue of Journal of Sustainable Cities and Society in 2022, also reveal an increasing focus on the topic of algorithmic decision making for smart cities. We applied Latent Dirichlet Allocation (LDA) based topical analysis on these articles to identify the prominent topical clusters present in the articles. Following this, an analysis was done to isolate the dominant topics and the sub-areas addressed under each topic.
Developing models for energy management, trading, optimization and multi-energy microgrids dominates the scientific studies. This also covers use of renewable energy sources like solar power and water. These models also incorporate concepts of reusability and recycling. Building digital twins powered by data-driven as well as knowledge- driven models is also proposed as a way forward. These models use a wide array of advanced techniques from the theory of complex systems and data sciences, including complex network theory, machine learning techniques, causal inference, etc.
The next most frequently appearing topic aims at designing resilient spaces. Resilience covers a wide array of factors like heat, water, power outages and also resiliency of livelihoods. Role of social support networks in providing support during natural or man-made disasters are studied.
Another area that is receiving wide-spread attention is the need to have geo-specific assessment frameworks for smart cities. The need to study different types of demand and supply networks for different aspects is emphasised in this context. Though a wide range of aspects are discussed in this context, the dominant aspect is to study road and river networks that can enable and ensure sustainable supply chains. The importance of studying urban food availability and addressing issues of social inequalities is also discussed.
Studying building-related issues include analysis of building types by their geometries, design, orientation, construction material and energy consumption. Studies are also done on ventilation capacities of cities with high- rise buildings, as reduced ventilation leads to accumulation of heat in such cases. Sustainability studies on prefabricated buildings in China also reveal that new construction, extension, renovation and demolition of these have also led to an increase in the amount of carbon emission. Sustainable building technology needs to focus on this urgently. Outdoor thermal comfort for elderly and children is also a major area of concern for city planners.
One of the emerging trends of smart city research is aimed at understanding the effects of new media and technology on human psychology. This includes studying the complex interaction between the human mind and new kinds of media installed at public spaces. The effects of using different types of audio-visual interactions for indoor and outdoor environments are studied. Indoor planning is also gaining traction as focus shifts from making smart cities merely functional towards providing more comfortable and enjoyable living experience. Public places like business district walkways, parks etc. are also being reimagined to ensure a safe and comfortable experience to visitors.
The next most frequently appearing topic aims at designing resilient spaces. Resilience covers a wide array of factors like heat, water, power outages and also resiliency of livelihoods. Role of social support networks in providing support during natural or man-made disasters are studied.
Another area that is receiving wide-spread attention is the need to have geo-specific assessment frameworks for smart cities. The need to study different types of demand and supply networks for different aspects is emphasised in this context. Though a wide range of aspects are discussed in this context, the dominant aspect is to study road and river networks that can enable and ensure sustainable supply chains. The importance of studying urban food availability and addressing issues of social inequalities is also discussed.
Studying building-related issues include analysis of building types by their geometries, design, orientation, construction material and energy consumption. Studies are also done on ventilation capacities of cities with high- rise buildings, as reduced ventilation leads to accumulation of heat in such cases. Sustainability studies on prefabricated buildings in China also reveal that new construction, extension, renovation and demolition of these have also led to an increase in the amount of carbon emission. Sustainable building technology needs to focus on this urgently. Outdoor thermal comfort for elderly and children is also a major area of concern for city planners.
One of the emerging trends of smart city research is aimed at understanding the effects of new media and technology on human psychology. This includes studying the complex interaction between the human mind and new kinds of media installed at public spaces. The effects of using different types of audio-visual interactions for indoor and outdoor environments are studied. Indoor planning is also gaining traction as focus shifts from making smart cities merely functional towards providing more comfortable and enjoyable living experience. Public places like business district walkways, parks etc. are also being reimagined to ensure a safe and comfortable experience to visitors.

Futures of City
Our review has established requirements of a variety of emergent and required innovations for long term sustainability of the cities. With increasing pressure of urbanisation across the globe, there is a need to reimagine the architecture of the cities. Cities cannot continue to just grow in size. Additionally, there is a need to look at the concepts of citizenry and engagement of the population with the city. The sense of being an “Outsider” to one’s city is not socially or culturally sustainable.
Futures of a city belong to its community and should be created through a participatory process of its community. Participatory futures enable decision-making and action on long-term challenges by involving citizens in framing potential futures. Participatory process helps people to analyse changes over the long-term, generate knowledge and ideas about how the future could be, and develop collective mental images of the futures people want. Participatory futures exercises aim to democratise and encourage long-term thinking, with a goal to inform and initiate collective actions in the present. This is a key step to ensure belongingness to a city.
Ideally, future cities should be self-sustaining. The economy of a city of the future is expected to be driven by locally- owned and locally-run enterprises rather than wealth- concentrating international agencies and big business, and a politics rooted in community participation and radically decentralised decision making, rather than over-centralised policymaking. A city with local social infrastructure that underpins relationships, connections and trust, would have a better chance of creating the conditions for people to lead fulfilling lives, and regenerating the natural world.
However, today’s cities are far more complex. We need to evolve a new framework to conceive tomorrow’s big cities. Those will be possibly conglomerates of participative small cities having unique features connected via a collaborative urban framework to address bigger problems.
The key question which now comes up is – how do you create a technology stack for decentralised architecture for the future city consisting of sub cities or local cities?
Internet of Cities
Fundamentally each sub-city is a data source with the infrastructure (IOT, social network, accessible electronic and physical communication) to generate multi-modal data regarding all aspects of the city including economy, environment, health, supply-chain, waste products, transportation, education and culture, shares data with others and consumes data from others for a distributed governance structures following an agreed upon protocol– that protocol would ensure autonomy and fair cooperation and collaboration between them for optimising social good for the larger community. Ideally the protocol creates a framework for data driven collaborative governance guided by the agreed upon policy. Any violation of the policy would activate appropriate adaptation as per agreed upon plann. Periodically these policies can be modified based upon requirements. Ideally protocol would implement adistributed optimisation algorithm for a multi-dimensional welfare vector agreed upon by all local cities. The protocol should lead the system to converge to pareto optimal solutions by manipulating/redistribution of inputs being consumed by different cities. Different convergence points bring in different realisation or “avatar” of the same city – multiple futures can emerge over time for a living city
The challenge is to create a research agenda to develop a computational model for distributed governance of parts ensuring wellness of the whole. It has distinct similarity with social and biological systems with multiple independent subsystems working together for achieving an optimal solution. For example, cardio-vascular system and digestive systems of human beings are independent but interconnected. Biological systems evolve. Evolutionary processes can chart out the path of city futures. An urban system conceived as a complex organism can provide means for deriving a solution.
Conclusions
We looked at the city as a system. Design challenges of the city as a system are many. We have briefly tracked the evolution of the smart city concept. In the context of the current challenges of managing a smart city, we looked at a future city as a city of cities – effectively a network of cities connected through a data driven governance architecture. With the assumption that we can enforce algorithmic ethics, such a design can possibly ensure a trust-based welfare model for the city.
Acknowledgements
Discussions with Mr. Anurag Goel, Prof. Surajit Sen, Prof. Krishna Kumar Balaraman. We are indebted to Prof. Sen for the idea of city as city of cities.
References:
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| 3. | Cohen, B. What Exactly is a Smart City? 19 September Available online: http://www.fastcoexist.com/1680538/what-exactly-is-asmart-city . |
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About the Authors
Prof. Santanu Chaudhury
Anthropomorphism is the attribution of human traits, emotions, or intentions to non-human beings or entities including robots, machines or any virtual character [1]. Anthropomorphism has long been prevalent in arts and literature, and children fairy tales and fables, where for instance, animals and fictional characters are assigned human characteristics. The concept has recently started to being used in computer science, such as Japanese Moe anthropomorphism where in anime, Moe qualities are assigned to non-human beings and entities such as animals, plants, and fantastical characters through computer generated imagery (CGI) [2]. Anthropomorphs entities and characters are also personally and socially characterized by their accessories which has a large online buyer market [3]. The term has also gained usage to refer to the feelings of affection towards any virtual subject. In psychology it is described as an expression of innate tendency of human emotions to be related with “something”[1]. An example, perhaps a little extreme, is when a Japanese man married one of such virtual fictional character three years ago. [4]

These emotional associations with virtual entities are being successfully exploited by marketers as “virtual influencers”, distinct from a human influencer in social media or digital space. An influencer is an expert, who excels in a specific field of knowledge or subject, and through this specialized authority or insights, exerts influence on others’ thought process [5]. Their prominent presence in physical or digital space, makes an influencer a useful marketing instrument. For instance, an influencer’s association brings credence to a product or brand and thereby positively influencing the target audience [5]. This is the reason celebrities from the fields like art and sports are widely used in advertising and promotion of brands.
Unlike human influencer, a virtual human influencer being a digital character or entity, is without any pre-existing presence [2]. It is a new unique virtual human and is different from a surrogate for an existing physical influencer known as avatar or digital twin. In this sense it is anthropomorphic creation, and its success depends on different attributes than its human counterpart, in design-attractiveness, interactive and engaging content and so on [6]. Virtual influencers can be static in character like emojis and written reviews; or dynamic like virtual humans who actively engage with their followers [7]. These have also been classified as humanoid and non-humanoid fictional characters who live in the real world [6].
Virtual human influencers (VHI) are perceived to be more cost-effective than other traditional marketing mechanism [6,7]. For instance, on social media a VHI, who has a large number of followers can spread content quickly and effectively using various platforms. For this reason, brand managers are reaching out to them for promotions in online games, metaverse and on other digital platforms [8].
A successful example of a virtual human influencer is that of Miquela Sousa or Lil Miquela who is designed as a 19-year- old Brazilian-American female fashion model and started as an Instagram based influencer [9]. She has millions of followers, and her earnings are estimated to be around $10 million by being the digital face of brands like Prada and Samsung. She has also starred alongside human models and has released several Spotify singles songs. Like any real-life human influencer, she influences her followers’ purchasing decisions and takes a brand’s message to her large number of audiences.

Virtual Human Celebrities do not use the product or service, but their experiences are created and managed by their creators in physical space. Together with followers or audience, the creators create content and manage the functional relationships and collaborations [6,7]. Once an imagery is created these influencers are perceived to be cost-effective. Fixed and variable costs and drudgery involving a human celebrity is much reduced. Management of virtual appearances of the influencer, production of generating content and can be held any time anywhere [7,8]. Using CGI technologies and holograms, VHI can attend multiple functions in real time places and are reliable to employ. Consumers share their emotions, perceptions, and reviews about a brand more easily with a virtual entity [3,4,6,7]. An absence of emotional aspects of dealing with a human being allows marketers’ work life smoother. Brands are finding virtual influencers useful ambassadors and are creating digital characters of their own, like Liv, of Renault automotive brand [10]. Yet VHI is not less costly to maintain as the technological innovation requires constant upgradation of the entity itself. To sustain a VHI requires a skilled team of graphic designers and creative content writers [6,8]. VHI may also suffer from fad-fatigue and fad-boredom syndrome and consumer and user interest in them can decline overtime [6]. It raises ethical concerns about the promotion of a synthetic and false society or at least increasing interaction with synthetic characters [11], disrupting something integral like truth and trust in society.
To conclude, while it is understandable the cost-based and other benefits virtual human influencers bring to marketers, it is interesting to research why consumers and humans can relate better to and engage actively with these virtual entities?
| 1. | Kim, S. Y. , Schmitt, B. H., & Thalmann, N.M. (2019). Eliza in the uncanny valley: Anthropomorphizing consumer robots increases their perceived warmth but decreases liking. Marketing Letters, 30(1), 1–12. DOI:10.1007/s11002-019-09485-9. |
| 2. | Gutiérrez A, M., García-Rojas, A., Thalmann, D., Vexo, F., Moccozet, L., Magnenat-Thalmann, N., ... & Spagnuolo, M. (2007). An ontology of virtual humans. The Visual Computer, 23(3), 207-218/. |
| 3. | Kaur, P., Dhir, A., Chen, S., & Rajala, R. (2021). Attitudinal and behavioral loyalty toward virtual goods. Journal of Computer Information Systems, 61(2), 118-129. |
| 4. | https://news.yahoo.com/japanese-man-married-virtual-character-204251344.html. |
| 5. | Enke, N., & Borchers, N. S. (2019). Social media influencers in strategic communication: A conceptual framework for strategic social media influencer communication. International Journal of Strategic Communication, 13(4),261–277. |
| 6. | Andersson, V., & Sobek, T. (2020). Virtual avatars, virtual influencers and authenticity: A qualitative study from a consumer perspective. Unpublished Thesis, University of Gothenburg, https://gupea.ub.gu.se/bitstream/2077/64928/1/gupea_2077_64928_1.pdf , accessed on 9th Dec, 2022. |
| 7. | Creasey, M.C. & Anido, A.V. (2020). Virtual Influencing: Uncharted Frontier in the Uncanny Valley. Unpublished Thesis. Lund University, Sweden, accessed as on 8th Dec. 2022. |
| 8. | Hollensen, S., Kotler, P., & Opresnik, M. O. (2022).Metaverse–the new marketing universe. Journal of Business Strategy. https://doi.org/10.1108/JBS-01-2022-0014. |
| 9. | Lil Miquela: From Metaverse To Masses. The Voice of Fashion, accessed on 5th Dec. 2022 [10] Meet Liv, The New Virtual Ambassador for Renault Kadjar, “Escapting to Real” . |
| 10. | Sands, S., Ferraro, C., Demsar, V., & Chandler, G. (2022).False idols: Unpacking the opportunities and challenges of falsity in the context of virtual influencers. Business Horizons. |
About the Author
Prof. Sunanda Sangwan
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| Shri Senapathy “Kris” Gopalakrishnan |
| Chairman, Axilor Ventures |
| Chief Guest, 8th Convocation, IIT Jodhpur |
Greetings.
Congratulations to all the graduates and your families. Your hard work over the years has come to fruition, especially during Covid pandemic. I believe that Covid has made us stronger, resilient and has increased our faith in science and technology.
I want to congratulate the faculty and staff of IIT Jodhpur during this convocation for their tremendous work in graduating so many students. I also want to congratulate them on the progress made by this institute over the last 14 years since the inception. Institute building takes time, but the progress already demonstrated in the rankings achieved by this institute is commendable.
Covid has shown us that unanticipated events can derail the best laid plans for the future. Ukraine war is another event that has affected the world with fuel price increase, and higher inflation across the world. On top of this, climate change is increasing the number of unusual weather events – floods, hurricanes, extreme temperatures. We do not know if these uncertainties will disappear or will continue. I believe that it is best to assume that future will be uncertain and all of us need to create a plan B if best laid plans get derailed by some unforeseen events. Resilience is a trait that each one of us need to build in key aspects of your lives – job, wealth, reputation, education etc.
Having said this, I am an optimist and I believe that the next 30 years are going to be even better than the last 30 years. The next 30 years will span your professional lives. It is an opportunity for each one of you to leave your mark in this world. To create an impact. To leave a legacy. To be remembered for.
I was fortunate to be part of the IT revolution in India and the world – lucky to get a ring side view of both of these revolutions.
For India, the industry changed the perception of India to a land of high quality, global talent. The industry currently is USD 200 billion in revenues, employs more than 5 million people in India and outside India. Most of the global multinational companies have their R&D and IT departments in India. They also outsource these services to consulting and IT firms in India. India has become the default location for such work.
During Covid, most of the offices were closed and employees had to work out of their homes, especially those providing services. Remote work became the only way to provide services; Indian IT companies started and perfected the processes around remote work from 1980s.
I am proud of the IT services industry in India for creating a world class industry in India, for leading the world in remote work, for creating some of the best governed companies in the world, and for being entrepreneurial. The IT story of India is inspiring a new generation of entrepreneurs in India. Many of the IT leaders have now become investors in the start-up ecosystem in India. Over the last 5 years, my colleagues at Itihaasa and I have interviewed many of the leaders who lead this IT revolution in India and have documented their achievements. In October this year, our book titled “Against all odds – The IT Story of India” has been published. You will find many anecdotes on the growth of the IT industry in India in this book and I hope that you will find the book interesting and educational.
I saw the growth of the digital computer industry over the last 45 years. I passed out from IIT Madras in 1979 with a masters in computer science. Apple introduced the Apple II personal computer in 1977 and IBM introduced the IBM PC in 1981. This democratised computing and changed the way offices functioned – all business processes were converted to execute using the computer. Personal computers changed our lives increasing our productivity, connectivity, and access to knowledge. During the last 45 years, we saw the emergence of Internet, mobile phones, cloud computing, social networks, wearable computing devices etc. You will agree with me that digital computer has transformed our lives and businesses tremendously.
The GDP of India went from USD 180 Billion in 1980 to USD 3.2 Trillion today, a growth of 18 times over 42 years. Global GDP has gone from USD 11 Trillion to USD 90 Trillion now, a growth of 9 times over the last 42 times. A lot can change in a lifetime.
Looking at the next 30 years, I believe that 3 trends will be important to you. Three trends that you can ride on as you build your career. First one is technology innovations. Second is new opportunity for industry leadership and the third is India opportunity. Let me elaborate on each one.
Technology innovation is accelerating with multiple innovations transforming multiple industries. On the digital computing side, we are creating faster and cheaper processors, cheaper memories, and new parallel processing capabilities. The first PC introduced could process a few hundred instructions per second. The new processor M2 released by Apple can process billions of instructions per second. And it is cheaper than the first PC.
Cloud computing is providing each user with almost unlimited memory capacity with almost no cost. But the most interesting change that is happening is on the programming paradigm. Till 2010, the programming paradigm was the traditional paradigm of procedural code. One defines the algorithm to solve a problem in detail, converts the algorithm into a computer program which is then executed by the computer. Computer follows these program instructions including any error made in the algorithm.
This paradigm allowed us to use the computer to solve problems which we knew the algorithms for. This limited the problems that could be solved by using the computer. For example, using computers to translate text from one language to another or to understand an image or picture was rudimentary.
In recent years, we have thought about how human brain could be processing such tasks and we have created computer systems that try mimic how we believe the brain works – this paradigm is called the Deep Machine Learning. Here we teach the computer with sample inputs and outputs and use the computing power to figure out the algorithms. The output is the algorithm and that then can be used to solve other similar problems. As computers get more powerful and as we get more and more data, the computer is used to figure out the programs that will solve these problems.
In narrowly defined tasks like playing chess or the game of Go or image recognition, computers have become almost equal to humans in providing correct solutions. In computations, computers are already far superior to humans with the ability to process billions of computations per second. These capabilities are called Artificial Narrow Intelligence . Over time combining many such machines, weshould be able to create a machine which will show general intelligence or broad intelligence capabilities.
Already AI/ML machines are used to replace humans in several areas like reading x-rays, voice recognition and automatic translation in real time, playing various computer games, medical diagnostics, self driving vehicles, etc. These machines are used in identifying patterns in large amounts of data and identify underlying patterns. I believe that this paradigm change in programming is as fundamental as the introduction of digital computers. This will transform many industries where knowledge work is needed – just like the 3rd Industrial Revolution changed manual work.
The second trend I want to talk about is the opportunity for new leadership to emerge. If you look of the list of companies in the U.S. with the biggest market capitalization, these are mainly in the IT industry. All these are in existence for less than 50 years. So new industry leadership has emerged.
Similarly, U.S. was about 2% of world’s GDP in 1900s whereas today it is about 20% of the world’s GDP. In the first half of the 20th century, U.S led the world in factory based repetitive manufacturing, increasing productivity through the use of technology and management techniques. In the second half, U.S. dominated the world in digital computing. So riding these trends, a country can take the leadership in economic terms. In the second half of 20th century, China accelerated its GDP growth on top of being the world’s factory. China is the second largest economy in the world today.
I believe that disruptive technologies will transform all industries and give India an opportunity to accelerate its GDP growth and become 2nd or 3rd biggest economy in the world. Some of firms can become the largest in their sectors. As a few of IT services companies have demonstrated in the last 45 years.
There is tremendous wealth to be made in India as India grows to USD 5 trillion or USD 10 trillion economy. India is already the 3rd best place for entrepreneurs and start-ups. We have 100+ unicorns – companies whose market cap is more than USD 1 billion. Some of these companies will have to run the marathon and become global multinationals leading their industries.
The third trend is the India Opportunity. India is transitioning to a developed economy in the next few years. But what kind India will we create? I hope that we will create a better india and a better world. One that is sustainable, equitable, affordable and accessible. These are the problems humanity is facing today. India can be the laboratory of the world to create these new developmental models. Let me give you couple of examples. When Covid struck the world, U.S. came out with a vaccine to create immunity against these viruses in record time, especially using mRNA technology. We created these vaccines in record time using the best of science and innovation. These vaccines costed USD 30 a dose and would probably be affordable to the top 10% of the world. Imagine what it would have costed India to vaccinate a majority of the eligible population, estimated to be 800 million. It would have cost India USD 48 billion assuming 2 doses per person . Then India came out with our own vaccines which were priced at USD 3 per dose. And it costed us 1/10th cost, approximately USD 5 billion.
In fintech, we have created the payment infrastructure built on Aadhaar and UPI. One can transfer money instantaneously with almost zero cost by just knowing the other person’s telephone number or UPI code. With this, 80% of Indian adult population is able to use digital financial transactions to buy products where as less than 15% own credit or debit cards.
In telecom, India has one of the best telecom infrastructure covering most of the country. In fact, we were able to function during Covid because of the telecom infrastructure. Where else in the world would you get to make unlimited calls, send messages and consume 1GB of data per day costing just H300 per month. I can go on. India provides the opportunity to create new business models that works for the 7 billion people of the world rather than the top 10% of world’s population.
This is why I believe that the next 30 years are going to be exciting and could transform India to be a leading, developed nation. And you have the opportunity to create this better India. Identify companies that are working to create disruptive technologies or business models. That are fast growing. Work for them or better yet, start these businesses. This is what I would call identifying large waves and riding the wave.
I wish each one of you the very best wishes. May the force be with you.
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| Dr. Ashish Lele |
| Director, National Chemical Laboratory, Pune |
| Guest of Honour, 8th Convocation, IIT Jodhpur |
Choose what is right, not what is easy!
Dr. R. Chidambaram, Chairman, Board of Governors, IIT Jodhpur, and former Principal Scientific Advisor to the Government; Padmabhushan Dr. Kris Gopalakrishnan, Co-founder Infosys, and President, Infosys Science Foundation; Prof. Santanu Chaudhury, Director IIT-Jodhpur; Distinguished Members of the Board of Governors; Members of Senate; Distinguished Deans, Faculty and Admin. Staff of IIT-Jodhpur; proud Parents and my dear graduating students.
Namaskar and Very Good Evening to all of you!
It is my privilege and honour to be part of the 8th convocation of IIT-Jodhpur, an important milestone for this young member of the IIT family.
It was one of those busy days in office when I received the invitation sent by Director IIT-Jodhpur to be the Guest of Honour at this function, and I accepted it without really thinking about what I was getting into. It was only when I started writing this address that I realised how ill-prepared I was!
I did not have any personal experience to draw upon because I had missed both my convocations! I could not attend the first convocation in the University of Mumbai because I had already travelled to the US to embark on my PhD program.
And I missed the second convocation in the University of Delaware in the US because I had already returned to India to take up my first job!
So, I realised that I had not received any sagacious advice from the guest of honours in my convocations. But when I spoke to a few of my friends who had attended those events, almost everybody told me that they did not remember a single word of those speeches. I immediately felt relieved knowing that I am unlikely to be held responsible for affecting your careers even if I choose to give you preposterous sounding advice.
But let me start by congratulating all the graduating students for achieving this important milestone in your life. I also want to congratulate your parents for giving this priceless gift of education to you.
Dear Graduands, today you will be armed with new wings, which will enable you to take your first flight in the real world. Your education gives you the power to seize many wonderful opportunities that await you. So the only real suggestion I want to give you today is to be always mindful of two of Albus Dumbledore’s famous dialogues in the Harry Potter series where he says, and I quote: “Soon you will have the choice between what is right and what is easy. It is the choice we make that decides who we are, far more than our abilities”.
These may sound non-trivial remarks. For argument’s sake, one may even invoke philosophy to claim that there is no absolute right and wrong, or no absolute easy and difficult. While that may very well be the case, my own personal experience suggests that if we follow our heart and stick to our convictions, the choice of doing the ‘right thing’ instead of the ‘easy thing’ is after all not so difficult. So in my speech today, I would like to recount some of my own personal experiences.
I grew up in a middle-class Maharashtrian family that valued education, morality, love, humility, arts and nationalism. My father worked hard to earn a living and my mother did odd tuitions to add to the monthly income. While my school was no different than any other typical institution, it did have decent laboratories and a make-shift library. I read my first Jules Verne novels borrowed from the Godrej Almirahs of the library. A lot of my ‘out-of-school’ education happened, thanks to a large group of friends with whom I went on many trekking expeditions in the Western Ghats, organised sports camps and built mud castles in Diwali. My lessons in nationalism came not from textbooks but from listening to captivating lectures and reading inspiring books on the history of Shivaji and the other Maratha kings.
At the end of my higher secondary (class 12) education, I had acquired sufficient marks to choose a career in medicine or engineering and I had to make my first career choice. Getting diverse exposure to different professions at an impressionable age can have a great influence on one’s choices. My biology classes and labs at that time unfortunately did not expose
me to the many interesting aspects of biology. A career in medicine seemed limited to cutting, stitching and fixing people! I did not have the appetite for it, although I was aware that a doctor’s profession can be financially very lucrative. On the other hand, my father, who is a civil engineer, showed me exciting engineering projects. I remember visiting a sugar factory, a one-of-a-kind mechanised winery and Mumbai’s Jawaharlal Nehru Port which was then under construction.
Ever since, I have always been enamoured by large scale ambitious projects. And so, pursuing a career in engineering seemed like the right thing to do at that time, and I have never repented that decision. A take-home message to the graduating students and to IIT-Jodhpur is to actively seek/ enable as many internship options between semesters as you can.
I ended up getting admitted into the University of Mumbai’s Department of Chemical Engineering without having much idea of this branch of engineering. I still distinctly remember the very first lecture given by one of the doyens of chemical engineering, Prof. MM Sharma, who by the way hails from Jodhpur. He gave us a 30,000 ft overview of the chemical industry, its enormous contributions to global economy, and in particular to India’s strides in agriculture, healthcare and energy. This was followed by a visit to RCF, a large fertiliser complex in Mumbai. I immediately knew that I had made the right career choice! It is an undeniable truth that the choice of one’s profession is often influenced by a good teacher. The second take-home message for the graduands here is that you should seek a good teacher. Because as Bharat Ratna APJ Abdul Kalam has said, a good teacher can “shape the character, calibre and future of an individual”!
By the time I completed my third year of chemical engineering, I had secured admission and scholarship to a few universities in the US. In those days, going to the US to obtain a higher degree was kind of the norm for engineers. For most students the real motive was to “settle down” in a developed country with a cosy job. I was never allured by this goal for several reasons. I of course wanted to stay closer to my ageing parents. But I was also mindful of the fact that my entire B.E. degree had costed me a meagre Rs.
800/-, whereas the quality of education that I had received was absolutely invaluable! I knew even then that there are no free lunches, which meant that India had practically paid for my education! This sense of gratitude was definitely a major factor in my decision to return to India. All of my close friends had however chosen otherwise. Finding a job in the US might have been relatively easy given the fact that my PhD research was sponsored by a large MNC and my research had led to some interested patents on nanomaterials of biodegradable polymers. But I wanted to make the ‘right choice’, not the ‘easy one’.
At that time, call it fate or luck, I had a chance encounter with Dr. RA Mashelkar, the then Director of the CSIR-National Chemical Laboratory who happened to be on sabbatical in my department during my second year in the US. The inspiring discussions with him cemented my decision to return. It was further buttressed when I visited the CSIR-NCL during a summer trip to India. I saw in this laboratory a wonderful opportunity to not only do good science but also translate it into relevant technologies. Finally, I was also incredibly fortunate to have got a life partner who was equally desirous of building a career in India. This sealed the deal and I returned within a month of defending my PhD thesis. I was of course fortunate that CSIR-NCL thought I was good enough to join the laboratory.
So my third message to all of you is that if you are on the verge of deciding between a right choice versus an easy choice, check if the universe is sending you any signals! I don’t believe in fate or luck, but as Denzel Washington said “Luck is when an opportunity comes along and you are prepared for it!”
I have spent the past 27 years in CSIR-NCL working on government salary and within the confines of a bureaucratic machinery. And yet I am very proud to say that these have been my most fulfilling years of professional life. I have had the freedom to do research in my area of choice and work with some of the brightest young students, who motivated me to stay sharp. I have also had the good fortune to work with many thought leaders, who have influenced the science and technology landscape of India. Collaborating with them has enriched my life in multiple dimensions. They challenged me to perform better than my capabilities. They showed me new paths. They taught me the art of leadership.
In my first 15 years at CSIR-NCL, I built a research group in the areas of thermodynamics and rheology of polymeric materials. I established a state-of-the-art laboratory, published my research in good journals, mentored and graduated remarkable students and worked closely with industry on many projects. The work earned me many laurels. And while all this looked like the well-trodden path for success, I was not satisfied not because I wanted more of the same but because none of my work till then had the potential to create large impact for India. This uneasiness forced me to get out of a comfort zone.
In the early 2000s, CSIR had embarked on a risky program on developing hydrogen technologies. Those were the days when nobody in India believed in hydrogen as a potential clean energy vector. But visionaries in laboratories like NCL foresaw the need for developing indigenous technologies over the next 15-20 years. How true they were! I bought into their vision, and I was ready to make my next ‘right’ choice which was to stop all my research so far that had fetched me many laurels and jump into an area about which I knew nothing. The adventure was fraught with risks: technologies like fuel cells require multiple technical expertise. This means that large teams have to be created, and the leader has to manage many highly creative people. The project had to be funded continuously for 10-15 years which was not easy especially when there is no technology pull from the market. And finally, there was always the possibility that nothing would come out of the 15 years of hard work! But the thrill of taking up such a challenge was enticing, and was exactly the kind of opportunity that I was seeking. Fast forward to 2021, and today India has recognized the importance of green hydrogen. Our work has put CSIR at the forefront of the indigenous technology developers for fuel cells and electrolyzers. Inaugurating India’s first indigenous fuel cell bus created through a CSIR-industrycollaboration has not only been in some sense a culmination of many years of hard work, but also the harbinger of new mission programs along the entire hydrogen value chain.
Therefore, my fourth advice to graduating students is never to shy away from facing challenges and taking risks. Take risks especially when you are younger, courageous, articulate, and have an insatiable appetite for success. A good mantra to bear in mind is to ‘fail quick’ so that you may succeed in the long run.
CSIR-NCL taught me many more things. For instance, I learnt that there is nothing like basic research and applied research. These distinctions are artificial and unnecessary. Instead, CSIR-NCL gave me the opportunity to embark on a journey of learning, doing and delivering, which integrates education, research, innovation and entrepreneurship. Education disseminates known knowledge, research creates new knowledge, innovation translates research into solutions and entrepreneurship takes the solutions to the market. I am delighted to see that IIT Jodhpur is creating such an integrated ecosystem through its many degree courses, research projects and the Technology Innovation Hub. This is a good start for a relatively young institution, and as Plato said “a work begun well is half done!”
I would like to suggest to IIT-Jodhpur to find new ways to integrate the various disciplines and train students to become ‘solution engineers’ rather than mechanical, EE, civil or chemical engineers. Our planet is facing an existential crises of severe magnitude in the form of climate change and pollution thanks to the injudicious use of non- renewable energy and materials to fuel our greed, the rise of antimicrobial resistant pathogens caused by indiscriminate use of agrochemicals, rapid depletion of water resources, and so on. At the same time, we need to keep in mind the emergence of new and powerful technological platforms such as; Gene-editing, AI/ML and brain-machine interface which have the potential to unlock new ways to solving the complex problems in hitherto unimaginable ways. I am happy to see that IIT-Jodhpur has UG & PG programs in Artificial Intelligence and Data Science, Bioengineering and Medical Technology, which I understand is a Unique Joint Program with AIIMS, Jodhpur). But beyond our usual curriculum, we must prepare our students with 10 important skills: solution engineering, creativity, critical thinking, collaborations, people management, emotional intelligence, judgement and decision making, service orientation, negotiation and cognitive flexibility.
So my fifth suggestion in this talk is for the institute to adopt an innovative, integrated, apprenticeship- like approach to train our engineers to solve problems, and also pick up new skills that go beyond the usual classroom lessons.
Finally, I would like to end my speech by telling the graduating students to remember five useful mantras that I have learnt from Dr. Mashelkar:
(1) Always remember the 3Ps – purpose, perseverance and passion. Be brave enough to live the life of your dreams according to your vision and purpose instead of the expectations and opinions of others. Don’t quit, because quitters are never winners! Remember that people with great passion can make the impossible happen.
(2) While the beginning of your life is not in your hands, where you end up with is! Therefore, keep your aspirations very high.
(3) Work hard because there are no shortcuts to success, which in itself is a continuous pursuit.
(4) Be part of a solution, not of a problem. If you can’t find a way, create a new path. If doors don’t open for you, create new doors.
(5) Remember that human endurance, human achievement, and human imagination are all boundless. The only real limits are the self-imposed ones.
I wish you all the very best in your life. I have no doubt that you will ascend the limitless ladder of excellence and bring glory to yourself, to your family, your alma mater and your country.
Thank you, Jai Hind and God Bless!
Prof. Uday B. Desai
Former Director, IIT Hyderabad
Good afternoon, everyone. Thank you very much for your patience in getting this started. Many many congratulations on the 15th Foundation Day and on completing 14 years. I think it’s a fantastic achievement. There are distinguished members on the dais and I won’t spell out all their names, which is the normal protocol that we follow in India. I am going to skip that and I hope they will not mind. When I saw the presentation made by Professor Chaudhury, Since he has taken charge as Director, the growth has been absolutely phenomenal. I think IIT Jodhpur has gone ahead by leaps and bounds from the time before he joined and the time after he took charge and the work that he has done. Many, many congratulations to you, Santanu. I think it’s an amazing piece of work that you have done. At the same time, I’d like to congratulate the faculty and students because no Director alone can do anything. I think he needs full cooperation and full support from both the faculty as well as the students. So once again, clap for yourself, everybody. Many, many congratulations to all of you. I think it’s an amazing piece of work. I think this is required.
I’m just making a little digression. When we started, there were many naysayers, asking, ‘Why do we need new IITs?’ You know what I mean. ‘Five are okay, we will dilute the standard, blah, blah, blah’. Santanu would remember that debate very well. Many discussions occurred, including with the old alumni members who were there. But I think this decision has served well. It takes time. We had to compete against an established brand. Many of the IITs, which started in 2008, started in smaller places like Jodhpur. It’s not that easy to compete with the established five [IITs], and then, of course, the seven. But we have come a long way and shown that, yes, it can be done. The same quality can be maintained and the same DNA is there in principle. It just takes a while for the newer IITs to mature, grow up and stand shoulder- to-shoulder with the old IITs. Also, the younger IITs, as I would like to refer to them, are giving competition to the old IITs. It’s very difficult to decide, on a foundation day about what to talk about, and whether to give a Foundation day celebratory thing. I didn’t want to make it a very serious talk or serious discussion on this or that research, etc, which is meant for a different forum or stage, in my opinion. So I had a brief chat with your Director, and I thought I’ll just talk about the joy of research, and I’ll tell you why. Then he said, “Adda little bit on institution-building”. So I’m going to talk about institution-building perhaps from a different perspective, and hopefully other than what is normally talked about.
All of you are researchers and so am I. To some extent, I am preaching to the choir. Everybody does research out here. The faculty are doing research, the students are doing research. But I want to reinforce this (and this is important to me), simply because, if you look at great institutions in the world, they are known for their research. MIT and Stanford, for example, are fundamentally known for their research. Their undergraduate education is not something that is usually craved. Even if you talk to your colleagues in the US, whose children went to school, graduated or have done lots of things, nobody is sad that they didn’t get into Stanford or something for their UG education. While there are many opportunities for UG education, Stanford fundamentally is known for its research. I’m just taking Stanford as a metaphor. If you look at the IIT system also, we were, predominantly, a teaching Institute. When I came back from the US in 1986, at IIT Bombay, I remember that we had almost 80% (or maybe even more) undergraduate students. There were about 15 - 20% postgraduate students, PhDs plus, and there was one hostel which essentially housed everybody. In contrast, there were multiple hostels for the undergraduates. It was a conscious decision that all the IITs took at that point. I was involved more with IIT Bombay and [Prof.] Santanu was at IIT Delhi. We knew we needed to make a shift. So, somewhere in the 90s, that process started. While it was a conscious decision, it was also not an easy thing to do when we were very comfortable. Things were moving well and we had to move out of our comfort zone by making a big shift. Today, if we look at most IITs (at least the old IITs), the ratio is almost 50-50. When I was at IIT Hyderabad, and maybe even now, we had around 55% postgraduate and 45% undergraduate students. So the research focus became part and parcel of what you would call an IIT. That has given us an international reputation besides what the alumni have done. So, this is a point that I wanted to get across.
I also want to bring up a little bit about failures and successes. Normally, we only talk about success. Very few people stand and talk about failures. There are many efforts, even valiant efforts that I made (and I’ll talk about a couple of them), which are very good, but they didn’t leave a mark. Do indulge me, and let’s go for a small joyride.
First, let’s take the example of the famous physicist Freeman Dyson. He’s more famous for not getting the Nobel Prize. If you talk to any physicist, they’ll say he should have gotten it, but unfortunately, for whatever reason, even the Nobel Prize has its dynamics. One of the things that he said, which I like is,
‘Dissent is the soul of science’. I would like to paraphrase this as “Dissent is the soul of research”. Dissent is very important. Why do I say this? By and large, India is a very conformist society. Just imagine if the collector of Jodhpur walked into the room right now. All of us would stand up. But if you look at the collective salary or his age, it would be much less than the people sitting on the dais and perhaps, even many in the audience and many faculty here. This is something which doesn’t happen elsewhere. I’ve not seen it in Japan or elsewhere. The fact that we are a very conformist society has thwarted, in my opinion, our creativity. This is something I emphasize everywhere. We don’t like dissent, you know, and we sort of construe dissent as being disrespectful. That’s not the case. I disagree with you. That’s it. That doesn’t mean I disrespect you. We have to accept that. This is something that was perhaps there in our civilization at one time. But, somewhere, along the way, it kind of vanished. And such behaviour is a lot more common today. We sometimes eulogize it in a sense. That’s what it is. But I think dissent is very critical. Otherwise, you cannot have creative thoughts. Any creative thought you pick, anything revolutionary in the history of science and the history of technology, has always challenged what existed, right, maybe, from the days of Copernicus, Galileo and others.
What I’ll do is just tell stories and this is one story I like a lot. I came across this many years ago. Most of us have seen Velcro. I’m almost certain that practically everybody has something in their pocketbook or in their backpack, which has some Velcro in it. It is so ubiquitous today. How did it all start? It is a great example of innovation. This gentleman, [George de] Mestral, used to go hunting. All of us, who have gone hiking in the woods, know of this round ball which sticks to your clothes when you walk around. Most of us, sort of, pull it out, get irritated and consider it a nuisance. It ruins pants or shirts etc. Sometimes it can even stick to the hair of your hand if you tend to be a little hairy. Mestral started looking at it and decided to investigate why this is sticking to me. He did a simple microscopic analysis. This is nothing very fancy. Anybody, any undergraduate or even high school kid, can do it in school. Mestral found these hooks out there. This is what got him the idea and he developed what we call ‘Velcro’. It took him 10 years to convert the idea into a product. Now the lesson. It takes time. You may get an idea, but it requires a lot of perseverance to get it into a product. He patented it after that. Patents are expensive, you’ve to pay royalties, so nothing much happened. The patent expired in 1978. And boom! Taiwan, China, and South Korea flooded the market with Velcro. Today, we don’t even bother about the cost of Velcro. You can buy a whole roll of Velcro, cut it and use it however you want. This is a small joke that Mestral used to make. In his companies, if any employee were to ask for a two-week hunting holiday, they would be permitted. After all, who knows, they could come back with an innovation.
The other story, which I like to talk about a lot, is the Tata Nano. This is from India. I am very proud of this, though this is one of the innovations which failed in the market. And the reason I’m proud of it is because of a friend, Venkatesh Prasad, who works for the Ford Motor Company in the US. He used to tell me that during the time Tata Nano was being developed, the buzz around it was such that there was hardly any meeting at Ford Motor Company in the US where they did not mention it. They were all worried as to what this Tata Nano would do to the auto industry. So, in a sense, Tata did shake it up. The US industry, the Japanese industry, everybody was worried. Of course, there are multiple reasons why the Nano did not work and I’m not going to get into them. Of course, Tata is a very magnanimous man. And he accepted the marketing issues. I’m sure there’s a lot more than marketing that came into the picture. And I’ll come to that marketing component a little later. 36 international patents were filed and there was a lot of R&D that went into it. Two things are important here. One is thinking out of the box and having the courage. I mean, Tata must have lost 1000s of crores. This must have been at least 1000 crore plus project, maybe more. But Tata had that guts.How many industrialists in the country today have that guts? The only person I can think of, who comes close, is my friend in Hyderabad, Krishna Ella who developed Covaxin. You must have read about Covaxin. I always tell him, “Look, whatever happened, I’m proud of it. You had the courage to say I will invest money and develop a vaccine just like anybody else in the world”. We are among the five countries, I think, in the world to develop a vaccine. There are all kinds of pressures because of which Covaxin didn’t become as popular as, say, AstraZeneca or Pfizer, etc. But this is something which I like, and this is what I want to get across to you. Besides not having a culture of dissent, we don’t have the courage to try something new. We have lost that somewhere along the line. When we review proposals, we see that most people do what they know because they are sure that there is an answer. Unfortunately, that cannot be the case. You cannot just keep on working on these things.
How can I not mention the other thing I like, especially now that I’m in Rajasthan? Of course, this is the Jaipur foot. How many of you here have ever been to the Jaipur foot factory? Anybody? You should visit it sometime. One of the most humbling experiences in my life was visiting it. I had not originally planned on going there. I had gone to NIT Jaipur or whatever. (All NITs have these long names in front of them, which I can never remember and I mix them up). Luckily, everything got over quickly. Then I said, “Hey, I need to go see the Jaipur foot factory”. I had a few hours on hand before the flight and I went there. Mr Mehta, who started the whole thing, was traveling. He was nice enough to call me and say “Look, Prof. Desai, I cannot meet you”. I was humbled by his phone call. First of all, if you look at the Jaipur foot factory, it resembles a fifties or sixties movie. Many out here probably may remember them… I mean, dirty, sooty, heat, dust all over the place. But the most amazing experience of mine was meeting this guy. I mean, I didn’t even know him. He was a little stocky guy, who came up to my shoulder. He touched my shoulder. He didn’t talk to me but he indicated that he wanted to show me something. After sort of asking me to wait there, he ran all the way across from that corner. Then he ran back. I said, “Theek hai yaar, I mean, everybody can do that, you know”. Then the amazing part. He sat down on a chair and removed the Jaipur foot that he had on each of his legs. Both were amputated. The Jaipur foot gave that guy the ability to actually run. Can you imagine that? For a sort of a minute or so, I was just stunned when he took those two feet off, you know. And then he looks at me and smiles. I said, “Wow”. Then, like a typical IIT Professor or an IIT engineer, I started to tell the people at the Jaipur foot factory, “Why don’t you do this using 3D printing? You know, use titanium blah, blah, blah….” I was told, “Sir, we’re willing to do all that, but can you make this Jaipur foot for about 2000 rupees?” They couldn’t afford 3D printing. Another thing that I found out was that they never say no to anybody.. Anybody in the country can write a small postcard to them or an inland letter and then they can go there. You will be treated, even though it may not be done immediately. It’s an amazing thing that they do from end to end. You go there, they do all the measurements, find out what the requirement is and develop the Jaipur foot for you. Everything is designed. They do all the physiotherapy and they train you so that a guy can run, as I shared. In the end, since a lot of the recipients are poor, they are given a tea-making kit (except for the milk, sugar and tea) if they want it. The gas is not there, of course. You have to get your own fuel. The idea was that when the guy leaves the Jaipur foot factory and gets his Jaipur foot, he was able to make a living for himself. At least he will set up a tea shop in some corner. All of us drink tea and you can’t quite make a loss. If you have a small tea stall, you may not become super rich, but you can manage. To me, this is a great innovation. A lot can be learned from this. I have a cutting of that. I picked up a cross-section and said, “Look, I’m taking it with me”. I had it in my office. It’s still there..
The other thing I’ll talk about is Smart Agriculture. This is an interesting story. I’m not going to talk about the details of it. We did this in 2006-2007. Those days, they were called motes. Today you call it IoT! There are IoT centres all over the country. Okay, everybody has an IoT centre wherever they go. Those guys will call them the crossbow motes. They were about $ 240 to $250. We set up this whole wireless sensor network for precision agriculture. This was for Sula Wines. So I keep joking that I never had problems getting students for this one particular project. We had solar panels. We talk about it now but this was way back, almost 14 years ago. And it worked very well, in the sense everything was working. We did on-the-air programming. So, from IIT Bombay, we were programming what was happening in Sula wines. Everything worked. The sensors worked through the monsoons of Nashik. Anybody who’s been to Nashik or even Bombay knows what kind of rain we have. In that rain, it worked. No leakage of water anywhere. So we were all thrilled. Wewent with all these measurements and we approached Mr Agarwal, who was a Managing Director. Luckily, Mr Samant, who owns Sula wines, had given us a small plot (maybe an acre) and he said, “You do whatever you want. You can put your sensors, you can do whatever”. It was so nice of him, especially because really, not many people come forward like this. So when we went to Mr Agarwal, who was the Managing Director and showed him what we had, he looked at us first and then he smiled, asking “So what do I do with this?”. This was something that engineers got excited about, students got excited about, and faculty got excited about. Even the funders were excited…Aha, success! Then this guy said, “What do I do with it?” So I looked at him and said, “Look, this is all data. Can’t you do something?” He said, “What can you tell me?” So then I replied, “What do you want?”. So he told me,” Look, I have two major problems. I have powdery mildew and downy mildew. These are two diseases which affect my vineyards or the grapes. Can you predict that? Because currently, what I do is have a person walking in the vineyards during the mildew season. The moment he sees a little bit of the mildew developing, they start spraying.” He went on,” I can minimise my spraying if I know ahead of time and if you can predict it”. So we said,’ “Okay, let’s try”. We had all the data, I had people. In fact, there was Ipsita. I think she did a PhD from IIT Kharagpur in agriculture. She was a postdoc with me. Professor Saha was from food science. And so we had a team which had everybody, including an electrical engineer who did all this kind of stuff, data analysis, algorithms etc. So we worked on it and we came up with the algorithm. We showed that, yes, we can do a good amount of prediction. Okay, everything works. We were, again, very happy. Again, we went back to him.”Ye aapka prediction ho gaya, dekhiye. This is there, why don’t you use it?” Then he looks at me and says, “Okay, what’s the cost?” I said, “You need roughly about, you know, in 10-metre squares, at least one mote, and each mote will cost $250 plus all the other peripherals of Wi-Fi, blah, blah, blah”. In those days, we had GPRS. We didn’t have 4G. So you had to pay for the GPRS. It was pretty expensive. Nowadays, it is much cheaper. And then he looks at me and says, “You know, Professor Desai, if I did what you asked me to do, nobody will ever buy my wine, it will be so expensive”. So again, the project, kind of, went. This was one of those things that we thought was a success. We published several papers, got the citation, whatever you say, everything. But finally, deep down, I felt that I had not completed it. Something got missed out. So this was one of those nice stories where we went end-to-end. We talked to the user and we were in touch with them. Okay, of course, we had grand tours of the Sula vineyards, and of course, the winery that they had, how they brew, etc, etc. It’s very easy to say, “I have a prototype and boom, boom, boom, we can have Band Baaja Baraat”. It doesn’t work, you know. There are a lot of complications required from that point till you come up with something which you and I, people like us, can use. This is one big lesson!
Recently, this project has been going on. I have sat throughso many committees and funded and approved projects, and reviewed projects. Of course, things kept changing. GPRS became 3G, 3G became 4G. Then as opposed to collecting data like this, we said, Okay, we’ll get drones and collect data. We got satellite data into the picture. So I mean, this work still goes on. Now I’m involved with ICRA. So I can see proposals out there. A lot of work is going on. There is this project that we just concluded. We partly didn’t finish it. This was a joint project with the University of Tokyo, IIT Hyderabad, IIT Bombay, Telangana state Agriculture University and IIIT Hyderabad. But one of the big things was out here, which we could not quite complete. I wish we had got an extension to see what you do with the genomics, which was a big part. If you look at it here, I’m not going to read everything. Genomics and phenomics were big phenomics. We did phenomics. We used AI algorithms. Once you have the data, all of us can do phenomics. Genomics was tricky. Balaji and Marathe, who are from the Agricultural University, and Professor Ninomiya san, who himself is an agriculturalist, did a lot of genomics work. And our idea was to create hybrids. Remember, you know, we sort of take one plant, connect it and then something else comes up. We say, aha, this is a high-yielding variety. So, the eventual idea was whether we could come up with some techniques for a robust and highlighting variety for semi-arid regions. Rajasthan can be classified as semi-arid, as can be the Hyderabad area, Telangana etc. So that was the main target. Our idea was to do this experimentation that we do in the field. It takes years and years to come up with a good hybrid. Using genomics and computer simulations, we got partial success. We could not do much. I mean, funding was an issue and we had to do all this genomic sequencing. But without Ninomiya san’s support, we could not have done it. So I think a lot more still has to be done in this broad area of precision agriculture.
This is another interesting thing. I have not talked much about it to anybody. Along with my former student, Mustafa Doctor, (who has an interesting name and who became Dr Mustafa Doctor when he got his PhD from us), my colleague, Professor Merchant, and I, three of us, were involved. This was not his PhD work, this is the additional work that he did in some sense at his home. Most people find it hard to believe. So what you see out here, is roughly a 3-ton box. In October 2016, we installed it in one of the substations, 11 kVa, substation in IIT Hyderabad. I wish I’d put it in the 33 kVa substation which was the main one. I was a little tentative, I should have trusted my research a lot more than I did. I said “Let’s try with 11 KV; if something goes wrong, then only that segment would be affected”. It serves the hostel area. And what does it do? If you see this power cable, this is the 11 KVa cable which then goes to the switches and transformers that is out here, from this side here. It just goes through the sleeves out where you see these metal things. That is where all the magic lies. So, there are big sleeves with all kinds of alloys and very complex metals, which are alloys, which are there. We just pass it through it. And as an experiment, we had a 100 Mbps kind of line going into it. Now what happens is because this is an external line which goes into it, and because of the cost consideration, we could have put one Gigabit fiber also or 10 Gig fiber. It’s not an issue, no innovation in it. So, this is what we put. As a result, what happens is that every plug point in the whole hostel area had Internet access.
So the whole idea out here (which I remember discussing with Mustafa when this thing started) was, ‘Why do we lay separate infrastructure for every new technology?’. Wired telephony with separate infrastructure; electrical cables with separate infrastructure; now optical cables are all over the place. As you can see wherever you go, Delhi, Bombay, Calcutta, Bangalore, wherever you are, the electrical guys first will come and dig it up and put some cabling. Then the telephone guys will come. Of course, telephony has gone down quite a bit now because nobody has wired telephony. Then the optical guys will come. Sometimes the Airtel guys will dig it up or the BSNL guys will dig it up or the Jio guys will dig it up. Whole roads are permanently dug up. Okay, it seems as if there is nothing you can do. Our idea was that the most extensive infrastructure in the world are power cables. You look it up in any city anywhere. Why not? Why can’t we take that one infrastructure and make that the fundamental transport layer and transmit everything on it? This is not powerline communication by the way. What we are doing, what happens in this box, is something that I can’t reveal because we have not even patented it. It’s like the Coca- Cola secret. It basically takes the bits which are coming from here, it engulfs those bits in the magnetic field. Because of the magnetic field, the bits can cross over the transformers. Those who are in communication might know of something called PLC Power line communication. Unfortunately, power line communication could not go across transformers. You get stuck because we were using the electric field out there to encode it, which is traditional communication encoding. Here we were able to do it in the magnetic field. So technically now, I can take a box like this, maybe a slightly modified box or a bigger box. if you have a main power station which is supplying the city of Jodhpur, I can put up this box in that particular power station. It can have three phases, no problem. This also has three phases. Then you can have, maybe say, 10 to 100 gigabits per second lines and an optical line going into it. Every plug point in the city of Jodhpur will have internet access. There is a small thing, which I don’t have out here. It looks like your Good-Knight. You plug it in. It has a Wi-Fi connection. So, basically, you first convert the bits which are there in a small magnetometer and that will convert it back to the electric part. Once it’s electric, it’s all traditional, you know, there’s nothing new to be done. Of course, we need to just manufacture it, and you can have Wi- Fi access out here. So, in some sense, you literally carry your internet with you, wherever you go, similar to how we do with a cell phone today, which is the 4G part of it. But there is no additional infrastructure. Even the 4G can be easily put up on every lamppost. If there is a power line, you can put 4G out here, there is no problem in this particular part. Now, this is a very expensive proposition. The investment that we were looking for was about 100 billion dollars. We tried everything. People in the Middle East, the Government and it’s a long story. So I’ll cut it short here, but this is lying out there since October 2016 and it is working by the way. There is no air conditioning, nothing. It’s just in the heat and humidity of Hyderabad, collecting dust. It’s working fine, even today. It requires no maintenance. But huge investments are very difficult to come by, particularly when you have breakthrough technology.
In my perspective, the other part of research, which we don’t do much of in India, is injecting a new thought into society. Consider the people who worked on quantum theory. There’s a profoundly different thought; before that, it didn’t exist, except for, you know, you have a few people doing it. I would say both quantum theory and Carnot efficiency bother me. I mean, it is saying that if you have a heat engine, you cannot have more than 40% efficiency. You can jump up and down and do whatever you want. But that’s the best you can do. By and large, we are way below that, concerning any heat engine you take, whether it is your automobile or whatever you have. I just saw your diesel plant, which gives us electricity. The same thing holds. Most of us don’t even go close to 40%. That’s like the barrier. I mean, that’s a profound thought, isn’t it? And there are many other examples that I can put out here. Many of you are aware of it. Here are two pictures, which I put up. The picture on the left is the quantum computer that IBM is developing. I think it’s probably 128 qubits. I was chair of the committee which funded this quantum computer development at IISc Bangalore in collaboration with Raman Research Institute. This guy, Chetan Singh Thakur, happens to be my MTech student from IIT Bombay. He is currently an Assistant Professor at IISc, Bangalore. This is Vibhor Singh. They have developed this quantum computer. This is about eight qubits right now. It’s not 128 qubits like IBM, but that’s the beginning. And he’s also developed a very impressive neuron-on-a-chip. Analogue neural processor, 64 by 64 grid. He got it developed at TSMC. In this picture, he’s testing it out. I just happened to be in IISc for another meeting. And he ran into me and said, “Hey, Sir, come and take a look at my lab”. So I was very proud and very impressed. We need to do a lot more of this kind of research also. It may not have applications tomorrow. But if it clicks, these are heavy investments, you know. I think we had recommended 100 crores from the working group at MEITY. But finally, I think he was saying they got 50 crores. So I said, “What happened? Where did the other 50 crores go?”. They were just smiling, because the main investigator, the PI is Apoorva Patel and there is another investigator from Raman Research Institute. I’m forgetting her name at the moment, so apologies for that.
I’ll take a little bit more time here. Am I taking too much time? No? Okay. I don’t know how many of you have looked at bottom-up and top-down research. There was a famous paper sometime back by a gentleman called CK Prahalad. How many of you have heard of CK Prahalad? Most management people would have heard of him. I think he was a big management guru. Most of us couldn’t afford him in some sense. I came here for a lecture, right? You couldn’t have called him for a lecture. It would have cost you a pretty huge chunk of money—$50,000 or $100,000, God knows. He was on the board of HUL, Hindustan Unilever, and many other boards. So he wrote this famous paper at one time. I also was sold on it at one time. This idea was called the Fortune at the Bottom of the Pyramid. In some sense, the Nano was also motivated by this particular paper. To summarize what he said, the mass is very high at the bottom of the pyramid. Therefore, if you can customize your products in such a manner that they can afford it, if we aggregate it, the profits could be even more than what you make on the top of the pyramid. For example, when the iPhone came, only a few people could afford it. In 2008 I think it was costing about $600. Today also, I mean it’s about $900 or something, depending on whatever the version of the iPhone is. So Prahalad’s idea was, “No, let’s have something else”. So, for example, at Hindustan Lever, they did this shampoo sachet which cost one rupee. Now, it may be five rupees, I don’t remember. People like you and me don’t buy shampoo sachets, right? We buy bottles. The idea was to make the sachet such that a villager maybe will buy two sachets and he or she will shampoo their hair twice a month. But if you add this up… because our population is huge, India has 1.4 billion people. Even if you assume, maybe you know 200 million are destitute and can’t do anything, (I’m just putting arbitrary numbers), 250 million are people like us who can buy lots of things and don’t have to worry. But there’s a huge chunk of people who can buy maybe four sachets in a month. Somebody might buy one, somebody may buy two and he did all kinds of calculations based on his research. He convinced Hindustan Lever and they had several such products. But it didn’t work. It didn’t kind of go through. Even I thought it looked like a great idea. Nano was that way, right? For one lakh rupees, you come up with a car. So even those people who don’t have enough money will be owning a car and they will say, “Look I’m also a car owner, you know”. But it didn’t work out. I think what he missed and later on, many have now found out that perhaps that was not the right way to do it. All said and done, all of us are aspirational. Though I can’t afford it, I aspire to buy a Mercedes. If I’m looking at a car and I can’t afford a Mercedes, I’ll try to buy something which comes close to it or resembles a Mercedes. Maybe Hyundai has one such car, which looks like that. You know everything, all the bells and whistles, are there. But it will cost much less, maybe it will cost you 15 lakhs to 20 lakhs, whatever it is, as opposed to Mercedes, which may cost you at least a crore or so. I’ll buy that and feel that “Look, I’m getting all the bells and whistles”. Aspirations are like bottom-up-top- down. The iPhone is a top-down innovation. It was designed by Steven Jobs saying that “I don’t care. I’m just designing the best and the most expensive piece. But it is a fantastic instrument”. Today every phone that you have in this room, and I have it also, is the iPhone clone in some sense, right? You can call it Android phones from Samsung or whichever other company that you have but it doesn’t really matter. It took off like wildfire.
There are many such cases and I can cite many other examples which went bottom-up also. I won’t get into that, you know. So, at one time, I shall give talks on that. I started a course with my friend Krithi Ramamritham on ICTD called
‘ICT for Socio-Economic Development’. We used to discuss these things there. I now feel that this top-down is what is going to help us. Nano was bottom-up and nobody wanted to buy a cheap car. I want a car which is like a Mercedes. But I don’t want something cheap. Then I will also feel cheap. I mean these are aspirational things. So, I think this is a call that you need to take. In India, there is too much emphasis (and I’m one of the persons who sort of doesn’t agree with them and people don’t like it) on what is called ‘frugal innovation’. You go to any IIT and I’m sure you also have a lot of activity on that. At any IIT that you walk into, everybody has to talk of ‘frugal innovation’ or otherwise, you’re politically on the wrong side of the spectrum. I think frugal innovation is not going to work. I don’t know who’s going to buy that. Will you buy it? I’ll give an example. The lady who works at my home. She does the cleaning you know. So she said, “Saab ek phone dedo na mere ko?” So, I said “Theek hai”. I showed her first and said that “I’ll buy this for you”. It was like a feature phone. She said “Camera walaphone dedo na mere ko”. So finally, I had to spend around 1000 or 2000 rupees more, a little more than that. So finally I gave her a low-end Samsung phone. I don’t even remember which model. I think it was 4000 rupees or something like that. And she was very happy. She would send pictures on WhatsApp to my wife. Even at that level (like in the case of this lady who works in three or four houses), aspiration is something we need to keep in mind. I’m not a big proponent of frugal innovation. I think we need to think big. We don’t. We get too caught up in India, saying that “I need to do something which will serve the masses’’. This is counter to what everybody talks about. Maybe I was also a little more cautious in talking about it when I was a director or a professor because I had to get research funding. Today I’m retired, what can they do to me? At best they won’t put me on the committee. It doesn’t matter. But I think it’s not going to work. I think you need to have a product which says hey, this competes with the best in the world. I also feel that you cannot just have a localized product, you know. Ask yourself which product are you using, which is localized to India or Rajasthan or Jodhpur? Hardly any. All the products, in some sense, have to be a global thing. Even this small pen that I have is a Mitsubishi pen. This is not a very expensive pen. I don’t know how much it costs. Maybe I got it in one of the meetings like this. They had a pen out there and I picked it up. Maybe it’s about 50 rupees, 100 rupees, I don’t remember. If you look at your glasses, they might be from Lenskart. My glasses are from Lenskart. Again, you know you want a crystal lens. You’re not going to ask for the glass made in Jodhpur. Nobody’s going to buy that. Even my cleaning lady won’t buy it. So, why are we getting into frugal innovation? I think we’re just doing it for the sake of it. Nobody is going to manufacture it and nobody’s going to buy it. Now I’ve disagreed with the former Chairman of HCL, Ajai Chowdhry, who as some of you may know, is a great thinker and a great guy, someone whom you should maybe invite someday. He was Chairman of the Board of Governors at Hyderabad for three years and then at Patna for six years. He is a fantastic person and a very great visionary. I was fortunate to have met him and learnt so much from him. But I disagree with him on this issue of frugal innovation.
I’ve said enough of these slightly-more pedantic things. So let me now switch to institution-building. This picture is of the main quad of IIT Hyderabad and it is a slightly older picture. Things are a little better now. I won’t talk much about construction. Perhaps, I will say a little towards the end. If you’d like to know more, I had a big interview with Subroto Chattopadhyay in this thing called Brain Trust. It’s a video which is about one hour long. You don’t have to remember the URL. Even if you simply search for ‘UB Desai Brain Trust’, you will get that video. So as Subroto Chattopadhyay runs this organization, accidentally, we became friends. He was in Hyderabad, and he said, “Hey Udai, come over, let’s have a drink’. (This video interview was before the drink by the way). So what I like to talk about is what makes a great institution. Sometimes we get carried away with the nuts and bolts, and I don’t deny it. I can imagine, I mean, what Santanu Chaudhury is going to see the moment he enters his office. There will be this pile of nuts and bolts problems waiting for him. He’s just putting out fires half the time. There is very little time for worrying about vision and things like that. You have to find extra time for that because that’s how things are run there. That’s true everywhere. Okay, the structure is a little different in India and a lot of activity. I mean, that we can spend time and we can find out how to create an intellectual ecosystem. When I was a student, I did my Master’s at Buffalo, where IITJ has a joint PhD programme. I was really happy to know that and must congratulate both Professor Santanu Chaudhury as well as Tripathi, who’s the president at Buffalo. Tripathi has been doing a great job out there. Later, I went to Hopkins. After getting my PhD, and when I was a faculty, I spent about one quarter at Stanford University. What’s the big difference between Stanford, Hopkins and Buffalo? There is some difference between Hopkins and Stanford. But there’s a huge difference between Buffalo and Hopkins. It’s not the Professors. It is generally the people you interact with. First of all, essentially, everybody is top-notch out there. You will talk to them and they are going to challenge you. You cannot get away by just making a statement and saying “Yes! you’re right”. If you go to a normal private college out here and you say something, they will just accept it, like a God-given truth, because you’re a Professor from IIT Jodhpur. They’ll never challenge you. But if you go to some other place, like Stanford, everybody will challenge you. “Why? Why do you think this is right? You know, what’s the justification for it? If not a mathematical proof, at least, tell me why”. That makes you learn and grow. The second thing that you see in that intellectual environment is people who are coming in. Particularly at a place like Stanford, it’s the richness of knowledge. Every week, you have to decide whether you should go for this seminar, that seminar or another one.
At Jodhpur, you are starting a School with a programme in Computational Social Science, fantastic. There are tons of programmes like that at Stanford. Literally, you have to choose and you get all the best people in the world on the Stanford campus giving seminars. That’s because everybody wants to go to Stanford and say, “I gave a talk at Stanford”. The point is that you have the luxury of selecting whom you should listen to. Even IITs have not done that much. For example, we don’t have an IIT Bombay professor giving talks at IIT Delhi, or vice versa. We’ll get somebody from the University of Bumblebee, Arizona to come and give a talk at IIT Delhi or IIT Bombay. But we won’t appreciate our colleagues who are in another institute in the country. This is, again, the Indian handicap, and I can talk a little more about it. But the key thing is to create this intellectual atmosphere. This is the hardest thing to do. American universities, all the Ivy League ones, including Hopkins, were that way. I used to have big discussions with undergraduates too. I was doing my PhD, but I had undergraduate friends who would knock on my door and say, “Hey this is what we studied, you know, what do you think of it?” Then, we were debating again. Professors would come and debate with you. They just drop by and say “What do you think of this theory which has been talked about? Does it make sense? But why is it not that way?”. That atmosphere is there to some extent, in places like TIFR, IISc, IITs, etc. But I think we need to do a lot more. This is partly because we are too much into nuts and bolts. This H-index, citations, then whatever ranking. Kya ho hara he? I mean, it’s just like we are going berserk with all these numbers all over the place. As someone said in a post that was shared with me, there is more fiction written in Excel than in Word. So that’s what that, that’s where we are today. And we need to get out of that. So I think this is something we need to create. If you ask me, what would something like that take? One line statement for a great Institute? You don’t have to replicate Stanford. Don’t copy. You can never copy anybody. If you copy, you will always be second-hand. Irrespective of how good you are, it will always be second-hand. Virat Kohli cannot become Sachin Tendulkar. He cannot copy it. He’s Virat Kohli, even though right now Indian cricket is going through a bad phase and all of us are picking on him. But Sachin Tendulkar is Sachin Tendulkar. He is not Vishwanath. He plays very differently. So we have to accept that. You can define your own thing and don’t copy any other. Of course, you can learn from everyone.
The other thing which I would like to emphasize is cooperative competitiveness. We compete, but we don’t cooperate that much in India. And I’ll give you an example. I’m willing to take a bet right now and I’m willing to give a 5000 rupee bet. If you take a PhD thesis from IIT Bombay or at IIT Delhi or you know, IIT Madras, how many references are there for researchers in other IITs or IISc? Almost zero! You know, I don’t get too many theses to review nowadays because I refuse to sign theses unless they have five references to researchers from other institutes in the country. They will reference, as I said, the University of Bumblebee, Arizona, but they will not reference IIT Kharagpur. I was reviewing a thesis on image processing. The guy had done such a thing but there’s no reference. He says “No, Sir, I’m very different… this and that”. I said, “I know Professor BB Chaudhuri. He’s in ISI, Kolkata. And roughly two hours from where you are. He’s doing something similar”. The student says “Yeah, but it’s not the same”. Obviously, it’s not the same thing. If it was the same, you wouldn’t be able to get a PhD. After a lot of convincing, finally, I said I’m not signing unless he put in those five references. We do not acknowledge. Our h-index will become high if we acknowledge our colleagues in other Institutes. I agree we don’t have to acknowledge within the same Institute. That’s a different thing. But, at least, if I’m in IIT Bombay, why can’t I acknowledge the good work that is done in Madras, Kharagpur, ISI Kolkata, TIFR etc? We very rarely do that. If you look at our presentations and when students or Professors make presentations, we don’t reference them. And if we do, our reference will be to the US. How can you say in the 21st century that nobody in the country is doing this work? And that you’re the only one doing this? At a recent meeting, I said that 1.4 billion people cannot be number one. You have to be modest about that. And if you see a Stanford Professor, he will never say “I’m the first to do it”. In India, you will see this in all our presentations, seminars, etc that we were the first to do something. I don’t know why but we have this hangover about being first. I don’t know why. If you look at a Stanford Professor, he will acknowledge Berkeley, Urbana, Champagne, Purdue, Michigan, MIT, etc. “This is what I have done. These are the benefits of the new things in what I’m presenting”. They never claim that it is something so unique that nobody in the world is looking at it. But we have this, you know…I think that’s what I meant by cooperative competitiveness. And we have to compete obviously, there is no way out of it. But there is a certain respect and cooperativeness. I just coined this phrase, it may or may not work.
Another thing which I like to emphasize is something I learned from the former President of Buffalo at one time, Steve Sample. Then he went on to become President at USC. He has written a book called the ‘Contrarian Guide to Leadership’. You should read that book. It’s an interesting book and it was gifted to me by Janis, who’s the Dean of Engineering at USC. In the book, Sample has this nice statement ‘Think grey’. In India, we tend to say that this guy is a strong person and that he can immediately make decisions. Yes or no. Sample i’s emphasizing, “Don’t do that”. That’s the worst thing to do. He says life is grey. Life is not black and white. Life is not yes and no. Life is full of maybes. At every instant, in some sense, you’re making a maybe decision and then saying, “Okay, let me do that”. That is where the judgment call comes in. That’s a complicated thing and it is not easy to do. Think grey, and this is a hard thing to do. I kept emphasizing this, right from 2009, when I became a Director. I would tell this to my faculty also. “Don’t worry, we don’t have to decide everything right now. And every decision need not be a hard ‘yes’ and ‘no’. There are too many variables and there is no one singlehuman being or three of us sitting in this room who can say that, ‘Yes’”. But somebody has to call a closure. So you do that. So this is the hard thing. Think about it… what it means to think grey.
The other part of institution building, in my opinion, is faculty, faculty, faculty. I mean, that’s what I did. To some extent, I learned that from Professor Nag, who was a Director at IIT Bombay from 1984 to 1994. He’s the one who hired me at IIT Bombay. As per my experience, and later on, also, as Mr Ghosh, who was the Registrar at IIT Bombay, used to recall, very often, anybody who walked in to meet the Director would be told, “Oh, he’s not available”. He was there in the boardroom, just going through Faculty applications. That’s all! He worked really hard. And if you look at it, all the IIT Bombay people who have become Directors were all hired by Professor Nag, including Devang Khakhar, myself, Karandikar and many others. So I think faculty is the most important thing. Once you get good faculty, then it is smooth sailing. The Director will just sit on his chair, smoke cigars if he wishes, you know, and not have very much to do. But there are a few other things you need to do besides hiring, such as faculty empowerment. Luckily, at IIT, faculty are highly empowered. I think Prof. Santanu is doing a great job, but in many of the younger IITs, it is a very top-down process, you know. The faculty are a little scared. They will say, “Oh, no, no, that he will not approve this”. The joke in old IITs is that if there are 500 faculty members, the poor Director needs the approval of 499 to do anything that he wants to do. Otherwise, he can’t do anything out there. Okay. So that’s the kind of empowerment that the faculty have in the older IITs. I think that is something we need to bring into the younger IITs to empower the faculty. It is not done to a large extent for whatever reason. I mean, we can debate that, discuss that but I think we need to create that. That is, to me, the tremendous strength of the IIT system. Sometimes people may say, “Oh, there is too much empowerment”. It’s like saying “There is too much freedom”. What do you mean by too much freedom? If you put one lock on the freedom, that’s the beginning of putting all the locks. It doesn’t work that way. You can’t put a lock on freedom. It’s the same thing with empowerment. You can’t do that. You have to have that empowerment. Incorrect disagreement goes back to my first line: dissent. I don’t mean a situation like in the movie, Chennai Express, where Deepika Padukone tells Shahrukh Khan “Mundi Hilao”. You don’t want to have a mass of “Mundi hilao” people. You want people who will challenge you, who will disagree with you. Then some interesting things will come out. That is the whole purpose of interacting with intellectuals. I used to joke that if two PhDs agree on something, then you should worry. By definition, two PhDs are not supposed to agree. They’re supposed to fight over everything.
The next thing is to have a big vision. I remember when I became a Director, many said “No, no, do it incrementally, you know, one step at a time”. But China has taught us one thing and this is something I learned even before I became a Director. Leapfrog. Don’t take baby steps. Irrespective of whatever views we have on China, I think we can still learn a lot from them. I’m not saying that I’m enamored with China by any stretch of the imagination, and I don’t like that system. But yes, they have been able to leapfrog. They think big. And big is massive. Big as in, I mean, one has no idea. If you’ve ever been to China, you would know. We build one flyover and if you’ve been to Bombay, we have that Worli sea link. We just project it, saying “ Aha!”. That is like a baby structure in China. A small village might have that in some sense. You look at the flyovers that they have built. There might be six or seven layers of the flyover. In a sense, they’ve put the US to shame in some of these things. They think big, I think we have lost somewhere along the line. Maybe funding is not there. Often, most people say about proposals, “No, no, no, this is too big a thing, they should do this much, and then they can come back again, and we will see what we can do”. I would say “Dedo yaar, if it succeeds, just think of it that way. If he succeeds, that is the value in it. Don’t worry about whether he will succeed or not”. We worry about whether the guy’s going to succeed. I mean, guys are good. We know these are Professors who were doing good work. Go ahead with it. You need to have a big vision. This is easily said. To define it, you have to look at how things have changed, like this ICPS. At one time, I used to play a more active role. So I told all the ICPS to think of one very hard problem that they’re going to work on. And I said, “As long as I’m present, I will defend you even if you fail. It doesn’t matter. But we need to attempt that”. And we’re not doing it and I’ll take maybe 60 seconds extra out here to tell the DARPA story, which I was talking about. In one particular year, 60-65% of the projects that the DARPA Director had funded or sponsored were successful. Normally, we would have thought, “Oh, 65! Okay, next time, make it 75-80%”. That would be the Indian response, right? The DARPA Director was taken to task. “How come 65% succeeded? You know, we do not expect more than 33% to succeed!” Their idea was that they were not there to fund problems which can be solved that somebody else can fund. They wanted to fund difficult problems. That’s how the Internet came up. It is one of the biggest contributions of DARPA. Can you imagine way back in the 70s? You know, they funded it saying, “How can two computers talk to each other? “ That’s all. That’s what led to everything that we have today. So I think you need to really think big.
The other part which I feel, and which is based on experience (things that I did and things that accidentally happened), that we must focus on is ‘Labs, labs, labs’. Build labs. I was very proud when I stepped down as a Director in 2019. I’m trying to remember the exact number. I think we had some 150 labs or something like that. Many times I would divert construction money into labs. The ministry would say “Why did you not make a building?”.I would say, “You know it will happen”. But if the professor wanted an NMR machine to do some research out there, it would cost six crores or eight crores. So that was my priority. These are pictures of equipment from the temporary campus. I said, “It doesn’t matter that we are on a temporary campus, buy the equipment, start your R&D, and let’s not wait for the permanent campus”. This is a typical HP garage model. I mean, I took a bit of flak from the ministry. But in the long run, I think we succeeded. I believe why IIT Hyderabad is in the top 10 is fundamentally because of this particular approach. Labs and providing funding for the equipment that the faculty wanted for research.
Another thing is innovation and discontinuity. We all talk about Innovation. Let me mention a discontinuity. There’s a big group in California led by, I think, Ray Kurzweil. It was called the Singularity University, if I’m not mistaken. You can check it out. If you look at the history of technology, what has changed are singularities. The transistor was a singularity. Shannon’s paper was a singularity. The first development of the laser was a singularity. Today I can have a laser pen like a laser pointer. I mean, it has come to that level, costing a few rupees or whatever few hundred rupees. But the first development of the laser changed everything. Now, laser cutters, this laser, that laser, laser surgery for your cataract etc. etc. are all over the place. So, the world is full of these singularities. At one time, my former Professor Sharan from IIT Kanpur had given a beautiful talk. Now he’s retired. He was there in Gandhinagar for a long time. He says you need ‘impulses’. He used the word ‘impulses’, some people call it ‘discontinuity,’. You need that. That is where things change, that is what lifts the averages. But these are hard things to do. So, as collectives, I think IITs and IISc and TIFR, are we creating impulses? Are we creating discontinuities? When we brainstorm, we brainstorm about all the twisting and turning. Sometimes I think our researchers have become like Bollywood music directors. I think we shouldn’t do that. We have to really look at discontinuities.
There is something I tried and to some extent, it succeeded. It was what we called ‘fractal academics’. Basically, we just completely modified the whole curriculum. That’s a separate talk. I just have one slide here to show what it is. Essentially, we ruptured the semester. There’s nothing like a semester. We had segments of seven credit hours each. What we did is that some courses are seminar modules, some are 14 hours, some are 21 hours, some are 28 hours, all the way to 42. 42 is your normal three-credit course, which is three contact hours per week. We worked with it and worked it out. Luckily for me, I had this thought, and I had two Faculty members Sumona and GVV Sharma. They came to me and said: “Sir, we have this problem…” I said, “Look, do you think this approach will help?” They said, “Yes, it looks good”. Then they went and developed everything. So clearly, I must thank them. But for them, nothing would have happened. Then, of course, there was a battle royale in the Senate to get something like this to go through. This is how it used to be. Now I think the new Director has changed quite a bit. I would say he has made it a little more traditional. So this is what we had first. In the first year, during the first semester, when a student walks in for electrical engineering, he would have to do an independent project. The idea was to just do some project on day one when you enter IIT. These projects were not given grades. When the 26 January celebrations were on, there was a display of these projects. Then we started a course on Digital Fabrication. We had to have a course on Workshop. I’m presuming, you also have Workshop. So I asked the faculty and I said “Name one computer scientist, one electrical engineer, who has ever taken a hacksaw, or even held a hacksaw after he or she finished her BTech. Or ever for that matter?” I said, “Why are we emphasizing this thing? This was done in the 50s and 60s. Does it make sense in 2010 to do something like this?”. So, luckily for me, this is where I talk about conversing with faculty. It so happened that Surya and I had to go to the main campus from the temporary campus because something was required. I said, “Surya, why don’t you come along? You can help me”. It is about half an hour’s drive. Then I asked, “Surya, what do you think? Does it make sense to do this” He’s a mechanical engineer. He did his PhD in 3D printing, with Karunakaran at IIT Bombay. He was young, of course, and a conformist as I said. So partly he said, “Yes, sir”. And I said, “What do you think of this? Let’s replace this with 3D printing”. IIT Hyderabad, at one time (I am not sure about now), taught a 3D printing course in the very first semester the moment a student entered. The key thing is that students come with very bright eyes. They all come with very bright eyes, thinking “Aha, I made it to IIT”. In Bombay, I had the same thing. I had a good equation with students and so they would come and chat. “Sir, I came to study electronics. One year has gone by. Where are electronics?” “ I stayed here so that we will study communication. I’m still doing the same PCM. I’m here because I’m good at PCM, otherwise, I would not be out here”. Of course, it was very tough at IIT Bombay and I couldn’t do this. But as a Director, I could push a little bit. So we had calculus I, calculus II, electrical circuits, magnetic circuit, digital logic design in the first semester; digital system design, first semester; signals and communication, first semester, one credit course. Some of them are 14-hour modules. Some run right through the semester like the independent project and fabrication. So, if you look at digital signal processing communication, it is in the fifth and sixth segments of our module. The idea was to offer a course in signal processing and communication, which covers the initial sections of all the nine chapters in a book, assuming the book has nine chapters. Do you know the interesting part? I don’t know how it is now again but at one point in time, civil engineers were taking this class. That’s when I realized that today’s signal processing is all pervasive. Mechanical engineers use it, civil engineers use it, everybody uses it. But they’re afraid to take a course from an electrical faculty. Electrical and Computer Science faculty are notorious for giving tough grades. “I don’t want to sit and study Shannon sampling theorem and all that, you know. I’m doing my metallurgy or civil engineering. But can I?” This was the idea. Similarly, I must thank Professor Rajalakshmi for the Internet of Things course, I had to really ask her and she said, “Okay, I’ll do it.”. That’s a two-credit course in the very first semester. So the exciting thing was that the students who entered at that time learned the Internet of Things. They learned signals and communication, they learned 3D printing, and they did a project on their own. We gave about 2000 or 4000 rupees. I forget the amount, students also put their own money and built things, all kinds of fun things. I think we should make things fun. Anyway, that’s a separate topic. So this is I would say, it was a break away from the way that typically, semesters and curriculum are there in the IIT system. It actually worked. I really had to do a good job of marketing. In fact, to do this marketing, I used to have my lunch every day with the students in the student hostel. You know, the same boring dal, boring sabzi, baingan, and, you know, whatever. So I used to sit with them and just catch hold of 3, 4, 5, 7 students who were there at one table and say, “Okay, now for the next hour, I’m going to bore you, do bear with me”. And being the Director, they couldn’t ask why. “What are the problems? What do you think? Why should this work?” I was talking to students, not faculty. The faculty was a different ballgame. I did convince quite a few of them. I had to do this like work, almost like a routine, unless I was traveling.
Construction, okay. Everybody talks about it. I’m not going to say much. This is the only slide I have. It’s a monkey that you have to deal with. There is no way out of it. And each one has their way of dealing with it. We did our own things. We had some additional funding coming from Japan. So we had the luxury of doing things, which may be Jodhpur won’t have, or, you know, Bhubaneshwar or Patna etc. didn’t have. We were able to build some extra interesting things. The picture you see at the bottom here is the hostel area. And we had a lot more freedom there. Now everybody has to go to CPWD. Then it was not the case. So we had a great set of architects, including an architect named Margaret who was kind of collaborating with a company in Pune. Okay. Margaret worked for a very big architectural firm in Germany. The hostels were designed by Margaret. But officially they were part of an architectural company in Pune. This dining hall was designed by Margaret. These buildings were designed by Dev Guha. He runs a company. I don’t have other pictures here. The first picture that you saw was the picture of the lecture hall complex designed by Christopher Beninger. He’s an interesting guy, a graduate of MIT and Harvard, an American who has settled in India. Reverse migration, he speaks Marathi, and he works out of Pune. So I had four sets of architects: Beninger, Astute and Margaret, Dev Guha and his team, and two Japanese architects. So it was fantastic. I mean, at one point as a joke, I thought that maybe I’m actually becoming an architect, just spending time with all of them, sitting with them, learning from them, debating with them. I think it was a great experience. I really enjoyed it. I was lucky to have had a fantastic group of architects who listened and told us what and how things are done. The way the Germans think and the way the Japanese think were so different. Margaret actually studied the wind pattern and the sun pattern over the year in that region, and that’s how she designed things. There are fins out here. You can’t see it. Maybe you can see the fins out here. So these fins are all unevenly spaced. Everybody who comes asks, “How come they’re not evenly spaced?” Margaret’s idea was that “I’ll unevenly space them so that you get maximum shadow”. Now, the Japanese also… I can’t tell enough stories about detailing.
I think I have one more slide. There is a book that one should read on leadership. You know, I’ve never met this gentleman. Fred Terman. I studied his book, Radio Engineering, when I was a graduate student. He is considered to be the father of Silicon Valley. He was the Dean of Engineering at Stanford. And he has done some amazing things. HP started the company in Silicon Valley in the late 50s because of Fred Terman. And in Silicon Valley, I think most people know of Fred Terman. It’s an expensive book. If you get a chance, you should take a look at it.
These are some things I can repeat. I like the first one and the last one. You know this is from Steve Sample, ‘think Gray!’.
‘Never make a decision today that can reasonably put off till tomorrow’. Just contrary, right? In our case, we would go,
‘This guy is a strong leader, he can take decisions now’. It is not required. You create more problems than you solve problems in some cases. Then he has this nice thought. ‘You should know the hill you are willing to die on’. This is important. This is something Kalam has talked a lot about. Shoot your own horse! Don’t force others to do your dirty work. Kalam has a nice anecdote about when Satish Dhawan was the ISRO Chair and also the Director of IISc, Bangalore. Okay, I won’t get into that story. So know what hill you’re willing to die on. I should know where I’m going to be finished. Keep it a secret, but mentally be prepared. If I do this, someday, somebody’s going to finish it off somewhere along the line. So I’ll stop here. Thank you so much for being so patient and listening to all my stories.
Prof. Souvik Bhattacharyya
Vice Chancellor, BITS Pilani
Prof. Uday B. Desai; Prof. Santanu Chaudhary; Deputy Director; Professor Bose; and all the dignitaries present here; all my dear friends; students, it’s an absolute joy, J for joy IIT-’J’, to be here, you know, it’s so heartening to note that new IITs, the second generation, we all worked in the old IIT system and now the new IITs are making the country proud. I think, you know, going over and listening to Prof. Chaudhury’s brief overview of the progress made, having, you know, walked through a little bit and you know, driven through the campus, It’s a fantastic feeling that this IIT is going to go places. Absolutely. I think the whole commitment toward excellence and eminence that this institute is making, the entire community is making not just the leadership, it’s something which is so reassuring. It’s not just shouting from the rooftop, it’s substance embedded. So, that is something I felt extremely good about. Santanu has been a friend for so many years. And it gives personal joy as well, that a friend is doing extremely well. I don’t want to bring comparisons. But this is one particular growth and in terms of attention to quality, it’s really something we all should celebrate today, 14 years 15th Foundation Day, so wonderful, good to celebrate. This is celebration time! I just have this morning, this early afternoon as well, while going over particularly the presentations and exhibition, I went to so many, some 19- odd technologies specifically, you know, productization, development, translational work, really something. They’re in different stages of maturity in terms of enterprise, and different stages of the technology getting completely translated. But in so many different areas and the engagement with enterprise partners, engagement with industry partners, students involved. Remember, one is technology development, the other one is human resource, they are going to go places and replicate this model. That’s how that’s a force multiplier from academic institutes. And that’s the difference from science laboratories in this country like CSIR, and so on. So academic Institutes serve different purposes. And this is where, let me spend a few generic comments going out of IITJ. And, you know, today, our Institutes or higher education institutes are required to be transformation ready, because this workspace, this sector, is going through tremendous changes, and from various directions. Academic leadership, they are challenged to do good work in spite of those changes. So we need to be transformation ready. And that, that readiness has to be consistent. We are expected to perform consistently with the abilities and resources, it just can’t be sustainable and you just can’t be surviving, you’ve got to do well. So, to do this, to sustain reputation, we need to navigate the competition. That’s something which every academic Institute leadership is paying close attention to. And when you are able to navigate the competition, you got to it with good strategic plans. What are the sectors and what are the areas I want to work? How do you do it? How do I manoeuvre my resources optimally? and things like that. So, many of these are typically facilitated by evidence based decision making and evidence is what we are looking at. So, ultimately, a whole lot of information and data organization of what the institute is doing? What the institute is capable of doing tomorrow? That becomes a pursuit. So organized information and data. So a lot of Institutes are facilitating this with a structure, with a how to and who will do it in the institute and so on. Let me point at a sort of a cautionary note that many of us we feel and this question is doing the rounds in our minds: Are our universities, our academic Institutes, are these becoming overly external regulatory compliance focused? Particularly the institutes which are under, you know, I always say that organizations or institutions like IITs, IIMs and similar other Institutes, they are in a way fortunate. I was on the other side, you know, so I was on the fortunate side. So today, I see that there is a subtle force in this country, which is not good for the nation, where we are becoming overly external regulatory, compliance focused. Prescriptive regulation. This is not going to be good for anybody. So I tell you, universities in this country, they have to have a structure which focuses on quality, and it’s called IQAC, internal quality assurance cell. No IITs have IQAC, but ISB, the Indian School of Business, that’s not even under the Ministry of Education. And that’s the highest ranked Institute for any Institute international ranking in the country. You may not agree with ranking that that’s alright. I mean, I don’t either. But what I’m trying to say is, every institute has its own way of ensuring something: ensuring an outcome, you don’t have to be prescriptive about it. So, UGC tells us that this is IQAC, these are the 15 to 20 members, you need. Prescribing every member who are the members and all that. And then NAAC, which was established 28 years ago, is identical, almost identical models. Self study reports, etc. If any of you have tested it, it’s such a tedious exercise. I don’t know what it does, what good it does for the institute. But this is how we are looking at quality. I think we need to wake up and redo, there has to be refined thoughts on this, because it does not, this entire exercise does not give us insights. But instead, what people have done well, is instead of IQAC kind of structure. So people do something like institutional knowledge analytics cell, or similar re-worded name of a unit, which does this sort of thing. You know, looking at data, visualise, creating dashboards and give present insights to the leadership for strategic planning for tomorrow. So that works much better. And today data is going to be king, absolutely king in terms of all kinds of inner patterns that come out, which will give you insights that this is how we should be doing it, and so on and so forth. So I point out that as in the US, these sort of offices are called the Office of Institutional Research. But you know, we can use different names because they provide you the way ahead, the pathway forward for taking decisions on the functions, on all the university functions that we do. And the last bit I want to mention that there are new parameters that Institute’s and ranking agencies definitely will do well to look at by neutralizing, sort of normalizing parameters, which becomes sanitized from local influences. I’ll give you an example. So, a lot of you know confusion and I think some of the leading IIT former Directors and so on, and they have also written on this very recently, that how we can look at ranking analysis in a very different way, pointing at NIRF and so on. So, one of the things we, you know, looked at is, new parameters are today being defined to assess quality and impact of research, for example, and that’s one of the big verticals. And so, there are attempts to eliminate these unscrupulous attempts to enhance citations data by an institute. Something which is proposed, I mean, it’s nothing that is way absolutely new. People are aware of it, but we just need to implement it. So we may want to measure NLIQ which is non-local influence quotient. So, basically, we routinely eliminate self citation which is fairly routine and the correct way to go about it. But we also would like to eliminate local institutional self-institutional citation. So, NLIQ will do that, and that will so, meaning fraction of total citations received from outside the university is what we are going to look at. A quantity that will indicate exclusion of self institute’s citations and so on. So, you know, for example, there are similar things happening, which many of the journals and the databases that have been using for example, SNIP, source normalized parameters, similar approaches. We would also do well to include things like SCImago-JR, SJR q1 q2 percentiles. What sort of fractions of your total publication of the institute that are appearing in q1 and q2. Because otherwise you’re not going to be able to separate out those who are doing excellent and you know, eminent work compared to just a statistic, like how many papers in Scopus. So these are things that need to be like what computer scientists routinely look at a fraction of core rank conference articles, right, similar approaches. So we need to bring in. You know, in graduate employability: placement, people do with plain vanilla. Percent placed and so on. So, that needs to stop because it doesn’t reveal their strengths. So, we need to bring in, in addition to things like median salary, mean salary max mean and so on, we need to bring in for those which are performing at the top level, something like IITJ. The fraction of graduates employed in Fortune 500, Fortune 100, Fortune 250 companies, what fraction of your total placement are in those organizations or maybe we can look at eminent organizations in India and so on. So, we can also define our setup. You know, how many distinguished alumni from the University, you can define thresholds to filter in industry, academia, enterprise creation, HNI and so on. The footprint of the university, we have been discussing it all day long, innovation incubation workspace. The number of startups incubated, amount of funds raised by these by graduates, unicorns out of the institute, fundraised by these unicorns and so on. Benchmarking against competitors and peers is better done by deploying these yardsticks. On industry engagement I think we need to, for the students, we need to figure out what sort of industry engagement is being done by the University. Pre-placement offers should be counted. Today these are not getting counted by the ranking agencies and so on. I think the canvas is changing. And accordingly we should be using a different basket of parameters to make the comparisons, benchmarking and assessment worthwhile. I wish I acted your youthful Godspeed. Thank you so much.
“International Conference on Recent Advances in Mechanical Engineering (ICRAM 2022)” was organized from 25 - 27 August 2022 by the Department of Mechanical Engineering at Indian Institute of Technology Jodhpur, India through the virtual mode. The aim of ICRAM 2022 was to bring together innovative scholars and industry experts working in the field of mechanical engineering in a joint forum. The main purpose of the conference was to promote R&D activities and to improve the exchange of scientific information among researchers, developers, engineers, students and practitioners working all across the globe. Conference exchanged views and experiences in Conventional Manufacturing, Advanced Manufacturing, Heat Transfer & Thermal Engineering, Fluids Engineering, Materials, Applied Mechanics, Computational Mechanics, Composites, Smart Materials & Structures, Energy Materials, Biomechanics, Dynamics, Vibration & Control, Robotics automation & control, Nonlinear dynamics, Advances in Aerospace & Defense Technology, Micro- & Nano-Systems Engineering, Acoustics & Wave propagation, Mechanics of Solids, Structures & Fluids, Advanced theory & simulations and many more. ICRAM 2022 was a Three-day event, consisting of guest speeches by both leading researchers and industrial experts. This event provided a platform to exchange views and disseminate the results of the latest study on the future research directions of Mechanical Engineering.
The inaugural session on the first day initiated with the opening remarks of Prof. Santanu Chaudhury, Director, Indian Institute of Technology Jodhpur, followed by the highlights of various R & D activities of IIT Jodhpur. Three- day sessions covered a plenary talk of Prof. C. Nataraj, Moritz Professor & Director, VCADS (Villanova Center for Analytics of Dynamic Systems, Villanova University), with other keynote talks of speakers like Prof. Gal Shmuel (Technion - Israel Institute of Technology) Prof. Shantanu Bhattacharya (Indian Institute of Technology, Kanpur), Prof. Richard Sandberg (Energy Institute, University of Melbourne), Prof. Michel Destrade, Chair of Applied Mathematics (NUI Galway) & Adjunct Professor (University College Dublin, Ireland), Prof. Mokarram Hossain (Swansea University), Prof. Oded Amir (Technion - Israel Institute of Technology), Prof. Stephan Rudykh, (University of Wisconsin-Madison–USA), Prof. Siddini Venkatesh Prabhu (Indian Institute of Technology Bombay), Prof. M. M. Joglekar (Indian Institute of Technology Roorkee), Dr. Aviru Kumar Basu (INST Chandigarh), Dr. Divyansh Patel (IIT Bhubaneswar), Prof. Jan Korwink, Director, Institute of Microstructure Technology (Karlsruhe Institute of Technology (KIT), Germany), Prof. Bidhan Pramanick (Indian Institute of Technology Goa) and others, along with the presentations of participants from various institutions.
The conference received huge and exciting participation from 10+ countries with more than 100 participants in the domain of mechanical engineering. The event successfully ended up with the announcement of awards in various categories and a vote of thanks to all the supporting hands.
The organizing team included Dr. Ankur Gupta, Dr. Chandan Pandey, Dr. Atul Kumar Sharma, Dr. Hardik Kothadia, Department of Mechanical Engineering, Indian Institute of Technology Jodhpur.

About the Authors
Dr. Ankur Gupta
Indian Institute of Technology Jodhpur has organized Youth Conclave 2022 in collaboration with the Indian National Academy of Engineering (INAE) from 15th to 18th September This was the fifth edition of the Youth Conclave, and the event’s theme was ‘Emerging Technologies for Sustainable Future’. More than 320 students participated from around 50 institutes across the country, apart from over 350 student from within IIT Jodhpur, taking the total registered active participants to ~ 700 students.
The students who participated in this event got an excellent platform to interact with fellows of INAE and experts who have contributed to Engineering, Research and Development, Industry and Academia. The INAE-SERB Youth Conclave 2022 provided a platform for the country’s bright minds to express their technological creativity and ingenuity.
The specific focus areas of INAE-SERB Youth Conclave
2022 were Quantum Technologies, Smart infrastructure, Digital Healthcare, Materials for Sustainability, Experiential Interface, Sustainability of Drinking Water and Food: An Emerging Vista of Engineering. Various competitions and events as listed below were coordinated by a large team of students of IIT Jodhpur who were mentored by institute faculty memb ers towards this large scale endeavour:
1. Hackathon: Participants developed proof-of-concept (POC) as part of the solution to address the problem statements posed by the organisers.
2. Ideathon: This was a brainstorming event where people with diverse knowledge backgrounds, skill sets and interests got together to address the predetermined problems for substantive, innovative and comprehensive solutions
3. Game Jam: This was an accelerated opportunistic game creation event where games were created in a relatively short time frame exploring the given design constraint(s) and end results.
4. Start-up Show Case: In this, the founders who started innovating when they were students themselves and have founded their venture have shared their perspectives on the exciting journey of becoming an entrepreneur
5. 3-Minutes Thesis Presentation by Research Scholars: In this, the research scholars have been challenged to present and state the significance of their research/ thesis in just 180 seconds, in an engaging manner which can also cater to an audience with non-research background
6. Technical Sessions: This event consisted of Tech Talks by invited subject matter experts to cover a wide range of technical concepts and ideas. Participating students presented technical papers authored by them.
INAE-SERB Youth Conclave 2022, hosted by IIT Jodhpur, witnessed many activities for the first time in its history. From a maximum number of participation from students to various novel innovation oriented competitions were the highlight of the event.

About the Author
Dr. Sankalp Pratap
The Board of Career Development, IIT Jodhpur in collaboration with the School of Management and Entrepreneurship organised the third edition of the Annual Business Conclave at IIT Jodhpur. With the dawn of technological supremacy dictating the way of the world, our actions and strife towards advancements have taken their toll on our beloved earth. Hence, it’s of great pertinence that our next steps must be to mitigate the impact of these effects and help save our Earth from the perils of mankind. The theme for Sandstone Summit 3.0 was “India Accelerates: Canvassing Vicennial Sustainability”, which is about advancing towards development sustainably. IIT Jodhpur had gone the extra mile to ensure that they adopt sustainable practices during the entire event. The custom-made invitations of The Sandstone Summit were made from completely sustainable products. The paper used for the invitations was made out of cotton paper that had marigold seeds infused in them, which could, later on, be planted to grow a marigold plant. The card was enveloped in Butter paper and fastened using jute threads along with a small stalk of Baby’s Breath. All plastic used as part of the event was eventually disposed with the help of our event partner “ The Disposable Company”. The Disposable Company is India's first plastic credit platform dedicated to climate action, recycling plastic waste & empowering waste workers. The Sandstone Summit 3.0 aimed at forging a strong bond between the Corporate Industry and institutions. IIT Jodhpur hosted around 30 CXO level executives across 20 Industries over a span of three days.

About the Author
Dr. Anuj Pal Kapoor
Assistant Professor
School of Management & Entrepreneurship, IIT Jodhpur
anujkapoor@iitj.ac.in
The 37th National Symposium on Plasma Science & Technology (PLASMA-2022) was successfully organized by the Department of Physics, IIT Jodhpur in association with the Plasma Science Society of India (PSSI) from 12th-14th December 2022. The aim was to motivate and provide adequate exposure to both young and senior researchers working in various areas of plasma science and technology. The symposium included keynote address, plenary talks, invited talks by eminent scientists along with oral and poster presentations by the research scholars and other participants. The symposium provided a forum for young researchers in the area of Plasma Science & Technology to interact with eminent plasma scientists from India and could present their research work. Participation was there from various R&D Labs of DAE, CSIR, DRDO, ISRO, DST, DEIT, and academic institutes like IITs, Central Universities, NITs, various engineering colleges, etc.
The theme of the PLASMA-2022 National Symposium was ‘Plasma Technologies for Sustainable Development’. In the era of the 21st Century, modern technologies have helped in ease of doing things. Despite our continued efforts, FEAR is all around. The growing population and meeting the resources for humankind in a sustainable manner is the key challenge. The scarcity of foods, increasing health risks, depletion of modern energy fuels, environmental damage due to high carbon emission, etc. are some of the concerns. It is a firm belief that cutting-edge plasma technologies can provide solutions for FEAR (i.e., Food/Health, Energy & Agriculture Retrievals). The scope of the symposium includes front- line research in basic plasma physics as well as significant advances in plasma technology.
While inaugurating the symposium with record around 450 delegates from all over India, the Chief Guest and the former Atomic Energy Commission Chairman and Principal Scientific Advisor to Government of India, Dr R Chidambaram emphasized the need to focus on Plasma Science and Technologies in view of their multifarious game changing potential. He said plasma science and technology have the capacity to bring about vast changes in diverse fields from power generation to health, and from agriculture to manufacturing. He talked about the contributions made by the Indian Scientists in the field of Controlled Thermonuclear Fusion and mentioned that a big scope exists for India to contribute Internationally in this highly demanding area of research.
Dr Chidambaram appreciated IIT Jodhpur’s initiative, under the leadership of Prof. Santanu Chaudhury, to start an integrated graduate ‘BS’ course involving both science and technology aspects. He asked students to take this opportunity and chose Plasma Science and Technology in the interest of their career and India. While welcoming the guests, IIT Jodhpur Director Prof Santanu Chaudhury also mentioned that this BS initiative will be extended to encourage study and research in Plasma Science and Technologies soon. He further mentioned that a very active group is working on Plasma Science and Technologies at IIT Jodhpur and the BS program at IIT Jodhpur will have special attraction in the coming time. He said that the first product from IIT Jodhpur TISC was also based on Cold Plasma Technology and IITJ is going to expand this area of research and development. Students and Indian industries will be highly benefited


Former Sr. Professor Institute for Plasma Research, Bhat Gandhinagar and Advisor ITER-India, Prof. YC Saxena addressing the assembly said that Plasma science and technology are likely to play very important role in diverse fields and India must invest significantly in education and research in this domain in order not to be left behind. He further said that we should also not be behind in the Controlled Thermonuclear Fusion Program in comparison to the other world. If we do not have enough technology base, we may come in trouble once this long-awaited technology will be available worldwide for commercial usage.
Former Sr. Professor of PRL Ahmedabad and President of Buti Foundation, Prof. Bimla Buti said the Buti foundation has instituted a few awarded to recognize the outstanding works done by the students and scientists in the area of Plasma Science & Technology. She went back when PSSI was formed by a group of scientists and shared happy memories of the plasma science and technology development in India. She wishes to encourage more and more women scientists in the country and expressed her willingness to institute further awards for women at IIT Jodhpur.
There was an overwhelming response for this three- days symposium and there were prospective National delegates including renowned scientists, technologists, young researchers and university faculties. The symposium consisted of 12 sessions of which there were 9 oral sessions and three poster sessions. Overall, there were around 490 presentations including 1 keynote address, 1 plenary talk, 16 invited talks, 27 oral talks, 5-Buti Young Scientist Award Presentations, 4 Distinguished Award Presentations of PSSI as well as 440 poster presentations. There were 416 registered participants to the symposium and also around 60 local participants.

During the symposium Four National Awards related to Plasma Science & Technology were presented. Parvez Guzdar Award-2022 was received by Dr. Pradeep Kayshap, School of Advanced Science & Languages, VIT Bhopal University, Sehore, M.P. on his work related to “On Probing the Solar Plasma Processes through UV/EUV Spectroscopy”. Jaidutt Saraswati Sodha PSSI Plasma Award-2022 was received by Dr. Ram Prakash, Department of Physics, Indian Institute of Technology Jodhpur on his outstanding work related to “Low Temperature Plasma Applications for Societal Benefits” and

by Dr. Pintu Bandyopadhyay, Institute for Plasma Research, Bhat, Gandhinagar, Gujarat for his outstanding work related to “Experiments in complex plasmas”. Z. H. Sholapurwala Award-2022 was received by Dr. Vishant Gahlaut, Department of Physical Sciences, Banasthali Vidyapith, Banasthali, Rajasthan on his work related to “Analysis of Space Travelling Wave Tubes Based on Thermal Issues”. There were also two best oral presentation awards and six best poster presentation awards given.
BUTI Young Scientist Award-2022 was received by Dr. Nandini Yadav, Nirma University Ahmedabad on her work related to “Understanding the Physical Processes Prevailingun the Edge Plasma Region of ADITYA-U Tokamak using Spectroscopic Measurements” and Dr. Ajaz Mir, IIT Jammu on his work related to “Synchronization of Dust Acoustic Waves in a Forced Korteweg-de Vries-Burgers Model”

A Plasma Exhibition was also organized at IIT Jodhpur Campus in Jodhpur Club. It was a scientific outreach program by the Institute for Plasma Research with the theme “An interactive peak into the fascinating world of plasma”. No better prays one can receive than the direct beneficiaries. A comment received from a B. Tech First Student Ms. Vidhi Jain (B22AI042), IIT Jodhpur is as follows.The exhibition was awesome, I came to know that fire is plasma! That’s why due to high voltage, maybe a spark(fire) is produced, and till there is spark, there is electricity since fire must be a conductor!
I’m familiar with fire since childhood but didn’t think about its fourth state of matter.
Wow…………
Around 1000 students and teachers from local schools and colleges across Jodhpur have witnessed the exhibition and participated in different activities such as, quizzes, popular talks, training as exhibitor, etc. IIT Jodhpur students were trained to explain the plasma experiments.

A thrilling cultural evening performance by Bacchu Khan Langa and Kalunath Kalbelia Groups was also organized during the symposium for cultural mix-up. Bachu Khan’s high-pitched, open-throated, very powerful voice, supported by the backing vocalists was perfectly complemented by the woodwind and string instruments, making a melodious and sensuous musical score. Dances really showed the energy of women in Rajasthan.
The entire activity was organized in physical mode by the faculties and students of IIT Jodhpur. Dr. Ram Prakash, Associate Professor, Department of Physics was the Convenor of the symposium.

The gamut of top scientists comprised of:
Keynote Address by Prof. Avinash Khare, Vice-Chancellor,
| Dr. Arun Sarma, DG, NECTAR, Delhi |
| Prof. Amita Das, IIT Delhi |
| Prof. Sudip Sengupta, IPR Gandhinagar |
| Prof. Subroto Mukherjee, Ex-Head, FCIPT-IPR Gandhinagar |
| Prof. Ganesh, IPR, Gandhinagar |
| Prof. Nareshpal Singh Saini, GNDU, Amritsar & President PSSI |
| Prof. Dibyendu Chakrabarty, PRL, Ahmedabad |
| Dr. Piyali Chatterjee, IIA, Bengaluru |
| Dr. P. K. Atrey, IPR Gandhinagar Dr. Rohit Shukla, BARC, Vizag Dr. Amit D. Lad TIFR Mumbai |
| Dr J. A. Chakera, RRCAT Indore And many more. |
About the Author
Dr. Ram Prakash
Associate Professor,
Department of Physics, IIT Jodhpur
ramprakash@iitj.ac.in
The International Union of Materials Research Society- International Conference in Asia 2022 (IUMRS-ICA 2022) was organized at Indian Institute of Technology Jodhpur during 19th – 23rd December 2022. The event was jointly organized by the International Union of Material Research Society, Material Research Society of India, and Indian Institute of Technology, Jodhpur, with funding support from various government and private sponsors, namely, SERB, BARC, BRNS, CSIR, DRDO, Zeiss, Simco, Quantum Design, Laser Science, Tektronix, Malvern Panalytical, Lab India, Anargya Innotech. Around 700 delegates from across the world attended the conference.
Over the five days, i.e., from 19th - 23rd December 2022, the conference offered a platform for global exchange of cutting- edge research and development as well as the identification of unmet research requirements and possibilities in all areas of material science. This conference provided the attendees with an exposure to some of the most recent advances in material science and provided a platform for intellectual exchange with leading researchers on the national and international levels. Also, it facilitated possibilities for research collaboration between researchers from the emerging institutes and established/recognized scientists in India and overseas. Likewise, the young generation had an opportunity to be inspired and encouraged to pursue basic and material scientific research and development. Senior scientists operating in India and abroad, as well as the invited speakers, anticipated future collaborations and guidance related to the research work.
The IUMRS-ICA 2022 programme included cutting-edge R&D topics on materials, devices, and related applications with different functional materials for semiconductors, energy, organic and flexible, 2D, graphene and beyond graphene, III-V and II-VI, computational, optoelectronic, biodegradable, biomaterials, soft, nature inspired, neuro- inspired, quantum computing, sensing, emerging memory, biomedical, hybrid and biomass, advanced structural; and related applications.
Prof. Mahesh Kumar, Chair-IUMRS, gave the opening address and Prof. Santanu Chaudhury, Director, IIT Jodhpur, delivered a welcome address in which he emphasized on the role of such conferences in researchers’ career and was followed by speech by Prof. P.S. Anil Kumar, Secretary-MRSI, which gave brief insights about the MRSI.
Prof. S. B. Krupanidhi delivered the inaugural address, Prof. Rodrigo Martins, President-IUMRS and European Academy of Sciences delivered the Presidential Address, followed by the official release of the conference abstract booklet. The opening ceremony of the conference concluded with a vote of thanks by Prof. S.P. Tiwari, Co-Chair-IUMRS-ICA 2022.

The conference included 76 invited talks, 54 oral presentations, 5 plenary talks from eminent scientists/ professors/industry professionals, 12 MRSI medal lecture talks, 4 G. C. Jain lectures for the best thesis award and 2 nominated student project proposal presentations which were scheduled in parallel sessions. Besides, more than 550 participants showcased their research work through poster presentations.
The conference was designed to promote conversation among attendees about the main topics of the semiconducting material and devices. This was accomplished by holding short-answer questions, full-group discussions among participants, and small-group discussions with speakers after each session, and the conversations flowed through the breaks too. Each day’s conversations were summarized in a group reflection period at the end.
Highlighting the rich culture and flavor of Rajasthan, the conference facilitated moments of relaxation to the delegates and attendees by way of the local dance and folklore programs presented by the local artists on the second day of the event, followed by a banquet dinner hosted on the third day of the conference.
The MRSI had nominated eminent researchers who had breakthroughs in the field of the materials sciences and were awarded with medals acknowledging their contribution. Prof. Judith Driscoll from the Cambridge University, UK, received the “MRSI Silver Jubilee International Medal” for her outstanding work in the past decade. Prof. G.U. Kulkarni from IISC Bangalore was awarded with the prestigious “CNR Rao Prize in Advance Materials”. Prof. D.D. Sarma from IISC Bangalore was honored with the title of “MRSI Distinguished Material Scientist of the year” along with the medal. Prof. Kulamani Parida from Centre for Nanoscience and Technology, Bhubaneshwar, and Dr. Tata Narasinga Rao from ARCI, Hyderabad, were awarded with “MRSI Material Science Annual Prize”. Further, 12 MRSI medals were presented to young professors and scientists who are actively contributing in their field across the country.
Also, ACS publications has proudly sponsored nine Best Poster awards and IOP publishing house sponsored two best poster awards in IUMRS with a cash prize of Rs. 3000 and Rs. 5000, respectively, to each selected best presenters. Students participated actively in the poster presentation and were awarded with the certificates and cheques by the sponsoring agencies.
The conference ended on a very positive note with session ceremony, which was jointly chaired by Prof. P. S. Anil Kumar and Prof. S. B. Krupanidhi, who thanked the participants and speakers for their contribution to the conference and for making it a grand event. Medal awardees, best poster presenters and volunteers received a huge round of applause from the audience, and a note of commitment from Drs. Mahesh Kumar and S. P. Tiwari to provide possible support to the researchers interested in this field.
About the Authors
Dr. Mahesh Kumar
Global Warming has become a major concern throughout the world. To mitigate the issue of climate change, we need large scale development as well as implementation of the energy policy, which steps us towards reducing CO2 emissions. Battery technology is one such domain that offers a sustainable and reliable supply chain (grid storage) based on renewable resources.
There are different types of batteries among which lithium- ion battery has got more attention due to its higher energy density (LCO, NMC), high discharge power (LTO), high coulombic efficiencies (LCO, LTO) as well as long life cycle (LFP). This important characteristic leads the device for remarkable development in the applications of portable, flexible electronics and to some extent in the EV market.
India is an ideal playfield for Li-ion batteries. India has very high oil prices (Petrol~ 106 INR/ Lt.) with the lowest electricity prices per unit (INR 8/kWh) which make EVs penetrate the Indian market very easily. Further, India has a renewable energy capacity of 150 GW and targeting a whooping 500 GW by 2030 which is impractical without a massive uprising in the battery industry.
However, India does not produce Li-ion batteries and rely on Chinese imports. Most of these batteries are designed and calibrated to function best at a temperature range of 25-30
OC (European condition) and fail prematurely when applied to Indian conditions (45-50 OC). The funny part is that the performance (car acceleration, speed, pick up) of the battery enhances due to enhanced diffusion at high temperature (making the user think the battery is working fine) but the longevity drastically drops increasing battery replacement and maintenance cost.

Moreover, the limited resources of lithium restrict the large-scale development of these batteries as India does not have any Lithium reserve for manufacturing. On the other hand, China has already acquired most of the lithium reserves across the world, in countries such as Argentina, Bolivia & Chile, which are popularly known as the lithium triangle. Lithium has been among the most sought-after minerals during the past few years. India is at odds with the major import source for this mineral with China.
Apart from Li, on an average count metal accounts for ~60% of LIB weight. Metals such as copper, aluminium and stainless steel are used as the current collector and casing whereas nickel, cobalt, manganese are used for development of the positive electrode of the battery. Almost 70 % of the entire Co is produced by democratic republic of Congo and almost entirely controlled by China. Only 2 % of the Ni extracted goes to the battery market.
In India’s perspective, we neither have the technology nor the raw materials for full scale production of Li-ion batteries to match our demand. Prof Donald R Sadoway, Professor, MIT (inventor of liquid metal battery) once uttered “If you want to make some dirt, cheap make it out of the dirt, which is locally sourced”. These words exactly fit India’s condition. Therefore, rather than going for an established technology with a shortage of raw material it is wise to identify the materials which are abundant and cheap in India, and build a battery chemistry and technology around it.
Aluminium is the most abundant metal on the planet and India has the 5th largest Bauxite reserve (~ 7 % by wt.) in the world. Bauxite Ore ( Al2O3.xH2O) is the major source of Al. For extraction of Al, the Hall-Heroults method is followed. In this method, pure Al2O3 is mixed with CaF2 or Na3AlF6. With the advent of Hall-Heroults method, Al extraction became very cheap and scalable; especially in countries like India where electricity is cheap. Aluminium cost is approximately ten times lesser than Li. Also, its volumetric capacity is 4 times higher than Li, and its gravimetric capacity is near to Li. Al is one of the most recyclable metals and has advantages in terms of sustainability. Similarly, India has the 6th largest Iron ore reserve and has a share ~16 % of the global production of iron, the cheapest among the metals.
Researchers have already come up with the idea of an Al-ion battery; but the cycle life does not go beyond 50-100 cycles. To mitigate these issues in our lab we have come up with a new approach of Aluminium-Iron intermetallic batteries, where Al is used as an anode and Iron (Fe) used as a cathode material. During Discharge, Al will be oxidised in the form of Al+3 travel toward Fe through the electrolyte to form Al- Fe intermetallic. During Charge the intermetallic will be leached and Al will be redeposited in its pristine form.
The chemistry has been established using Molten Salt electrolyte which offers very high-power owing to its high conductance which is ideal for grid storage. This Al-Fe intermetallic delivers 2 times more theoretical specific capacity (gravimetric) than the state-of the art Li-ion batteries. Salt electrolytes function at a high temperature (~100 OC). Therefore, temperature which is generally thought as a curse for any batteries has been converted to a boon by carefully selecting such chemistry.
References:
1. Shuai Wang, Shuqiang Jiao. Et al. (2017) ‘A novel dual- graphite aluminum-ion battery’ Energy Storage Materials, https://doi.org/10.1016/j.ensm.2017.12.010.
2. N. Jayaprakash, S. K. Das and L. A. Archer,(2011). ‘The rechargeable aluminum-ion battery’. Chem. Commun. Vol. 47, pp. 12610–12612.
3. Meng-Chang Lin, Ming Gong, Bingan Lu, Yingpeng Wu,Et al. (2015). ‘An ultrafast rechargeable aluminium-ion battery’. Nature vol. 520, pp. 324–328.
4. Haobo Sun, Wei Wang, ZhijingYu,a et al. (2015).’A new aluminium-ion battery with high voltage, high safety and low cost’. Chem. Commun. DOI: 10.1039/C5CC00542F.
5. Kuangyu Wang , Kai Liu b, Cheng Yang c, Ziyao Chen, Haitian Zhang et al.(2022), ‘A high-performance intermediate-temperature aluminum-ion battery based on molten salt electrolyte’. Energy Storage Materials. Vol.48, PP. 356–365.
About the Author
| Ayan Dey Ph.D. Student, Department of Metallurgical & Materials Engineering, IIT Jodhpur dey.5@iitj.ac.in |
| Ghanshyam Varshney Ph.D. Student, Department of Materials & Materials Engineering, IIT Jodhpur varshney.3@iitj.ac.in |
| Dr. Srijan Sengupta Assistant Professor, Department of Metallurgical & Materials Engineering, IIT Jodhpur srijansengupta@iitj.ac.in |
In the modern era, different types of memories are used in electronic devices. Static random access memories (SRAMs) are the most significantly used memory in electronic circuits and systems. As process technology continuously shrinks, results in a rapid shrinking in the size of the memory cell [1]. As a result, the capacitance of the storage node decreases, lowering the charge stored at the memory cell’s individual node. When heavy energy particles like protons, neutrons, or alpha particles strike a particular node, they create an electron-hole pair, at the particular node. This charge gets accumulated at the storage node and causes the bit to flip and leads to severe reliability issues such errors called soft errors.
Soft errors (SE) are caused by natural radiation or decaying radioactive impurities present in packaging. In addition, in the mission critical space environment, this error occurs in a circuit when a heavy particle such as neutron, proton, and alpha particle strikes a circuit node then it gets some sort of distortion, and that distortion is called a single event upset. Soft errors are caused by high-energy cosmic rays, alpha particles, and neutron-induced boron fission. One of the very common SE is single event upset (SEU). In case of a single event upset, the value stored in a circuit generally changes from 1-0 or 0-1. This is called a bit flip. So, when a particle strikes a particular node of a circuit, then it changes its state. When an upset occurs in a combinational circuit, it is referred to as a Single Event Transient (SET). If the same happens in a specific location of the memory, it is known as Single Event Upset (SEU).
Fig 1 shows how the soft error affects the (a) combinational and sequential circuit (b) SEU can affect various memory nodes, which is known as a Single Event Multiple Node Upset (SEMNU) [2][3]. Here BL and BLS are Bitline and complementary bit lines, respectively, Vdd is the supply voltage, and Q and QB are the data storage nodes. Therefore there is an apparent urgency to address the soft error mitigation/handling design in modern electronics. Such designs are typically called radiation hardened designs. Fig.
2 illustrates the different Radiation Hardened Techniques. Radiation hardening can be divided into two broad groups.


References
| 1. T. Li, H. Liu and H. Yang, "Design and Characterization of SEU Hard- ened Circuits for SRAM-Based FPGA," in IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 27, no. 6, pp. 1276-1283, June 2019, doi: 10.1109/TVLSI.2019.2892838 |
| 2. Pal, S. Sahay, W. -H. Ki and C. -Y. Tsui, "A 10T Soft-Error- Immune SRAM With Multi-Node Upset Recovery for Low-Power Space Applica- tions," in IEEE Transactions on Device and Materials Reliability, vol. 22, no. 1, pp. 85- 88, March 2022, doi: 10.1109/TDMR.2022.3147864 |
| 3. L. Wen, Y. Zhang and P. Wang, "Radiation-Hardened, Read-Disturbance- Free New-Quatro-10T Memory Cell for Aerospace Applications," in IEEE Transactions on Very Large Scale Integration (VLSI) Systems, vol. 28, no. 8, pp. 1935-1939, Aug. 2020, doi: 10.1109/TVLSI.2020.2991755 |
About the Authors
| Mohd Sakib Ansari Research & Development Engineer Automotive Division at Mahindra Automotive Chennai |
| Dr. Bhupendra Singh Reniwal Assistant Professor, Department of Electrical Engineering, IIT Jodhpur bhupendrar@iitj.ac.in |
Cancer is one of the leading diseases which severely effects the mortality rates in humans. To tackle any type of cancer, there are two major steps: (1) utilize a diagnostic imaging modality to precisely locate and analyse the size of the tumor; (2) initiation and monitoring the therapeutic outcomes. Nanotheranostics, defines a nanosystem which can function as both diagnostic and therapeutic modalities. Particularly in the field of cancer, nanotheranostics development has evolved to be very promising as it can perform both imaging and therapy in a single multifunctional system. To this end, light activated theranostics provides an excellent opportunity with superior spatiotemporal control and deeper tissue penetration [1][2] [3].
Among all the available imaging modalities, near infrared (NIR) imaging has evolved as an excellent imaging system because of the superior tissue penetration depths and transparency it offers. Since NIR rays are not absorbed by any anatomical tissues or organs, they penetrate easily as if through a transparent membrane. Indocyanine green (ICG) is one such amphiphilic NIR dye which is FDA approved with absorbance maxima at 720 nm and 780 nm, popularly used for NIR imaging. Moreover, ICG is also and therapeutic agent with capability of photothermal therapy (PTT) and photodynamic therapy (PDT). Although ICG was very successful, administration of ICG in vivo was challenging [4]. This is because ICG has a strong affinity towards plasma proteins and binds to them. Also, they are rapidly cleared from the system and undergo photobleaching upon light exposure. With such shortcomings, the administration of ICG falls below the expected level of effectiveness.
Chemotherapy, the “gold standard” of cancer is the first line of therapy in almost all types of cancer [5]. Regardless of thesevere side effects, chemo has become an inevitable step in the treatment of cancer. Cisplatin (CDDP) is an FDA approved platinum based chemotherapeutic agent which destroys cancer cells by interfering with the DNA mechanisms [6]. CDDP has been proven to be effective in multiple cancers but unfortunately the structure of CDDP does not favour good aqueous solubility. Given the poor hydrophilicity, CDDP be administered only in low doses which risks the development of tumour resistance. Also, higher doses cannot be used for treatment as it will worsen the systemic side effects [6][7].
Considering the foible characteristics of ICG and CDDP, in this research study, we have tried and successfully developed for the first time, a nanoaggregate comprising the above described NIR dye, ICG and chemo agent, CDDP. When CDDP intercalates with ICG, it results in the formation of ordered aggregates which are refereed as indocyanine green J-aggregates (IJA) which are highly photostable. The formation of IJA is characterised by a new peak formation at 896 nm [8][9]. On the other hand, as CDDP is between ICG molecules forming an aggregate, the ICG shields the structural property of CDDP. This results in improved solubility of CDDP. Mutually, ICG protects a carts CDDP while CDDP holds together ICG molecules maintain the ordered aggregate structure of IJA. IJA, as a single component if administered can now serve as a multifunctional chemo, PTT, PDT and NIR imaging agent. Most importantly, this aggregate reduces the systemic toxicity as the it is light activated. Upon NIR light activation, the photothermal heat of ICG will disintegrate the aggregate into individual molecules for their potent theranostic effect [10].

References
| 1. | R. Vankayala and K. C. Hwang, “Near-Infrared-Light- Activatable Nanomaterial-Mediated Phototheranostic Nanomedicines: An Emerging Paradigm for Cancer Treatment,” Adv. Mater., vol. 30, no. 23, pp. 1–27, 2018, doi: 10.1002/adma.201706320 |
| 2. | S. Thangudu, N. Kaur, C. Korupalli, V. Sharma, P. Kalluru, and R. Vankayala, “Recent advances in near infrared light responsive multi-functional nanostructures for phototheranostic applications,” Biomater. Sci., vol. 9, no. 16, pp. 5432–5443, 2021, doi: 10.1039/d1bm00631b |
| 3. | A. J. Poot, M. G. E. H. Lam, and M. M. van Noesel, “The Current Status and Future Potential of Theranostics to Diagnose and Treat Childhood Cancer,” Front. Oncol., vol. 10, no. November, pp. 1–8, 2020, doi: 10.3389/ fonc.2020.578286. |
| 4. | Z Sheng, D. Hu, M. Xue, M. He, P. Gong, and L. Cai, “Indocyanine green nanoparticles for theranostic applications,” Nano-Micro Lett., vol. 5, no. 3, pp. 145–150,2013, doi: 10.5101/nml.v5i3.p145-150 |
| 5. | D. Luo, K. A. Carter, D. Miranda, and J. F. Lovell, “Chemophototherapy: An Emerging Treatment Option for Solid Tumors,” Adv. Sci., vol. 4, no. 1, pp. 1–24, 2017, doi: 10.1002/advs.201600106 |
| 6. | S. Guo et al., “Lipid-coated cisplatin nanoparticles induce neighboring effect and exhibit enhanced anticancer efficacy,” ACS Nano, vol. 7, no. 11, pp. 9896–9904, 2013, doi: 10.1021/nn403606m. |
| 7. | J. Fujiyama, Y. Nakase, Osaki, C. Sakakura, H. Yamagishi, and A. Hagiwara, “Cisplatin incorporated in
microspheres: Development and fundamental studies for its clinical application,” J. Control. Release, vol. 89, no. 3, pp. 397–408, 2003, doi: 10.1016/S0168-3659(03)00131-7. |
| 8. | F. Rotermund, R. Weigand, and A. Penzkofer, “J-aggregation and disaggregation of indocyanine green in water,” Chem. Phys., vol. 220, no. 3, pp. 385–392, 1997, doi: 10.1016/S0301-0104(97)00151-1 |
| 9. | Changalvaie et al., “Indocyanine Green J Aggregates in Polymersomes for Near-Infrared Photoacoustic Imaging,” ACS Appl. Mater. Interfaces, vol. 11, no. 50, pp. 46437–46450, 2019, doi: 10.1021/acsami.9b14519 |
| 10. | A. Vincy, N. Bhatia, and R. Vankayala, “Optical Characteristics of Indocyanine Green J - Aggregates Induced by Cisplatin for Phototheranostic Applications,” 2022, doi:10.1021/acsbiomaterials.2c01135 |
About the Authors
| Dr. Raviraj Vankayala Assistant Professor, Department of Bioscience and Bioengineering, IIT Jodhpur rvankayala@iitj.ac.in |
| Antony Vincy Ph.D. Student, Department of Bioscience and Bioengineering, IIT Jodhpur vincy.1@iitj.ac.in |
‘Hegemon’ is another word for King. A simple search on Google tells us that it also means a ‘supreme leader ’. But in this article, I shall stick to King. I designate happiness as
‘King’ because our desire to be happy dictates our lifestyle, influences our major life decisions, transgresses into our everyday lives and personal relationships, and most importantly, makes us feel truly, excruciatingly sad. Let me make it clear at the outset that I am not a psychologist by a long shot, and this article does not tell you how to be happy. On the contrary, it argues that it’s ok to be sad for most of our lives and not necessarily feel guilty about it. First of all, happiness, like most other emotions is as much social as it is psychological and physiological. The modern need to be always happy is partially socially constructed and we should understand that all things socially constructed can be by their very nature fragile, faulty and subject to change. They may appear natural and stable to us, but they are not, and there lies their power of deception and their ability to influence. Things, ideas, notions and processes generally have an ability to hide social relations and structures that empower them. That is why most socially constructed truths appear as natural facts to us. The point here is that our desire to be happy may not be as natural as we may think it is. Taussig (2001), borrowing from Marx’s terminology invokes this ability of socially created truths that are almost always empowered by social hierarchies and long standing discrimination to appear to us as natural facts as ‘fetish’. One example of a socio-natural fetish that has also historically intrigued and subjugated us posing as a natural fact is Beauty. The notions of what it means to be ‘beautiful’ have changed across centuries and all of them seemed intrinsically natural to those who believed in them. For example, for most societies in medieval times, when food production was always a matter of concern, the conception of being beautiful held by a majority was to be fat and bountiful. Today, being thin and athletic may be considered as naturally beautiful by many. What this essentially means is that notions about beauty, which is considered by most as a natural disposition of the human body is to a great extent a result of processes that are historical and social and hence our notions of beauty are prime examples of ‘culture’ posing as ‘nature’.
Are there any social processes that are at least partly responsible for the importance that we devote to happiness in our society, for the relentless pursuit of happiness that poses as a singular aim of living our social and individual lives today? Lash and Lury (2007), Appadurai (1996) and others have written about how capitalism may be complicit in restructuring the value we give to different emotions and affects. Capitalism strives to be relevant by creating and sustaining desire. It has sustained itself by nurturing a need for commodities in the masses. For decades organizations have been selling us cars, aerated sweetened water, food, and thousands of other products. However, as far as physical commodities go there is only so much that one can buy and there is a chance of either the public being satisfied with what they have, or being saturated with too much stuff. There was a marked shift in strategy typically after the 1960s, when organizations realized that there was much profit to make not by selling commodities alone, but by selling emotions and values (Mazarella 2003). For example, it was not enough to say the Marlboro cigarettes had good taste, or that they gave you that nicotine kick that your body craved for. It was much profitable to say that smoking a Marlboro will make you manly, and that it is important to be manly, especially considering that cigarettes harm you (shouldn’t real men be able to play with such dangers?). Marlboro didn’t only sell cigarettes, it sold masculinity and particular ideas of masculinity and made hundreds of crores while doing so. Companies realized that once you pursue and exploit the labyrinth of emotions and values that make up the human mind and structure our societies, there is no stopping to what they can sell and how much they can sell. Happiness proved to be one of the most profitable emotions because it can be at once personal and social, it is ambiguous enough to be exploited and conceptualized in ways that could make it sellable, and it’s a state of being that most of humanity has experienced and hence it is not difficult to create an insatiable craving for it. Hence, the reign of happiness as the sigma emotion was brought onto us by powerful organizations who have the money and means to one, coax us to believe that the sole purpose of life is to be happy and two, to create social constructions of happiness that are conducive to sustain capitalism and propagate them unceasingly. One glance at the plethora of advertisements today tells us how commodities are sold to us not as things in themselves but as promises to generate happiness (for eg. see fig. 1). Social media proved to be a natural ally for this process as the general public (or the consumers) themselves started marketing happiness as most significant of emotions for life to thrive and to exist. One look at Facebook profiles tells us how we have become unwitting consumers and advertisers for happiness as we sift through smiling photos of people getting married, getting promotions, buying cars, presenting papers and travelling to dream destinations. All other emotions take a backseat, since very few people post photographs that may display other emotions – like a divorce, a rejection or even a boring day at work. The commoditization of happiness and its rise as the prime human emotion is a gift that keeps on giving as far as capitalism is concerned. It has now given rise to the well-being industry spawning crores of rupees with organizations and individuals guaranteeing happiness to us for a handsome amount of money. Another process that runs complementary to the reign of happiness is creation and propagation of particular meanings of happiness by telling us how we can achieve it. For example, notions of success and happiness have come to be embedded together and it almost always means that to be happy you have to be successful. With success itself being open to social interpretations, it opens up new avenue for powerful organizations to exploit us, while at the same time sell things to us.
To reiterate my point, the primacy of happiness as the most significant and sought after of all emotions is a social construction made by and for a capitalist society. Even acursory reading of other traditions tells us that not every culture gives this primacy to happiness. For example, Buddhistic traditions give a special recognition to suffering as one of the most important emotions that has ensured humanity’s sustenance and well-being. Being at peace does not essentially mean being happy, it means that you have accepted that there is going to be suffering and that it is an important and inalienable part of our lives to suffer (Obeysekere 1985). Nietzche (1890) declares that the ubermensch or the superman is the individual who has stared into the depths of our existence and has realized that essence of life is contradiction and suffering and is OK with it. While it’s impossible to be a Superwoman or a Superman (and it’s advisable to try not to be one), the aim of this article was to uncover, to some extent, the veil of happiness posing as the primary aspirational way of being by locating it within the current political economy. Peace, as they say, after all lies hidden somewhere in social theory.
References
| 1. | Appadurai, A. (1996). Modernity at large: Cultural dimensions of globalization (Vol. 1). U of Minnesota Press. |
| 2. | Lash, S., & Lury, C. (2007). Global culture industry: Themediation of things (p. 4). Cambridge: Polity. |
| 3. | Mazzarella, W. (2003). Shoveling smoke. Duke university press. |
| 4. | Nietzsche, F., & Friedrich, N. (1999). Nietzsche: The birth of tragedy and other writings. Cambridge University Press. |
| 5. | Obeyesekere, G. (1985). Depression, Buddhism, and. Culture and depression: Studies in the anthropology and cross-cultural psychiatry of affect and disorder, 134. |
| 6. | Taussig, M. (2009). My cocaine museum. University of Chicago Press. |

About the Authors
| Dr. Prasenjeet Tribhuvan Assistant professor School of Liberal Arts, IIT Jodhpur prasenjeet@iitj.ac.in |
The urge for flexible, wearable, and light weight electronic devices has increased the demand for flexible emerging memory devices [1]. Resistive random-access memory (RRAM) is an excellent choice for emerging memory technology in comparison to the other emerging non-volatile memory devices for flexible electronics due to fast switching operation, low power consumption, and CMOS compatibility [2, 3]. Some of the challenges in RRAM development are - cycle to cycle variation, device to device variation on the same substrate, forming voltage, and environmental stability. By considering these challenges, the fabricated flexible hybrid RRAM device is observed as a forming free and highly stable in the environment. The hybrid memory structures, a combination of organic polymer composite and inorganic metal oxides, are preferred for flexible RRAM due to multidata storage capability, forming free devices and higher reliability [4]. Hybrid PVK:MoS2/TiO2 bilayer switching based flexible RRAM is studied in this article. The poly N-vinylcarbazole (PVK) polymer with most widely used 2D material molybdenum disulfide (MoS2) improve the mechanical stability and switching performance of the device.

The schematic structure and digital image of (Ag/MoS :PVK/atomic layer deposition process. The PVK:MoS switching TiO /Ag) fabricated hybrid RRAM are shown in the Fig: 1(a) and (b). The device is fabricated on the ITO coated PEN substrate; ITO is considered as Bottom electrode (BE). A thin TiO (10 nm) metal oxide was deposited over the BE by using layer is made using liquid exfoliation method [4]. Finally, top electrodes of Ag (~200nm) were deposited using thermal evaporation

The I-V characteristics of fabricated RRAM device are shown in Fig. 2(a). To study the environmental stability, the device was kept at the room temperature and electrically characterized on the first day after fabrication, followed by 3rd, 6th, 10th, and 11th month. A voltage sweep -3V to 0 to 2V was applied across the electrodes. The fabricated flexible devices require very low SET and RESET voltages (1.2 V and -1.5 V) to switch the memory state. It can be seen from Fig. 2(a), even after 11 month of fabrication the device operates at same voltage sweep without any significant degradation. The On/Off current ratio at 0.2 V read voltage is plotted in Fig.2(b). It was found that on/off current ratio is maintained up to 6 months. After 10th, and 11th month device start degrade slightly due to defects.
RRAM device is fabricated. It is showing very low voltages for SET and RESET (1.2 V and -1.5 V) without any requirement of higher formation voltage. The environmental stability was studied on the fabricated devices, which shows excellent stability up to six months without any significant degradation. Moreover, these devices exhibit an excellent environmental stability with decent on/off current ratio, which makes this bilayer hybrid memory as an excellent choice for large area electronics and flexible electronics
References
| 1. | Wu et al., “Flexible, multilevel, and low- operating-voltage resistive memory based on MoS 2 –rGO hybrid,” Applied Surface Science, Article vol. 463, pp. 947-952, 2019 |
| 2. | Dwivedi, A. Lodhi, S. Saini, H. Agarwal, and S. P. J. I. T. o. E. D. Tiwari, “Fabrication and Modeling of Flexible High-Performance Resistive Switching Devices With Biomaterial Gelatin/Ultrathin HfOx Hybrid Bilayer,” vol. 69, no. 11, pp. 6423-6429, 2022 |
| 3. | F. Zahoor, T. Azni Zulkifli, and F. A. J. N. r. l. Khanday, “Resistive random access memory (RRAM): an overview of materials, switching mechanism, performance, multilevel cell (MLC) storage, modeling, and applications,” vol. 15, no. 1, pp. 1-26, 2020. |
| 4. | Saini, A. Lodhi, A. Dwivedi, A. Khandelwal, and S. P. Tiwari, “Enhanced Resistive Switching in Flexible Hybrid RRAM Devices With PVK:MoS $_{\text{2}}$ /TiO $_{\text{2}}$ Bilayer,” IEEE Transactions on Electron Devices, pp. 1-6, 2022 |
About the Authors
| Shalu Saini Ph.D. Student, Department of Electrical Engineering, IIT Jodhpur Saini.11@iitj.ac.in |
| Anil Lodhi Ph.D. Student, Department of Electrical Engineering, IIT Jodhpur lodhi.1@iitj.ac.in |
| Anurag Dwivedi Ph.D. Student, Department of Electrical Engineering, IIT Jodhpur dwivedi.5@iitj.ac.in |
| Dr. Arpit Khandelwal Assistant Professor, Department of Electrical Engineering, IIT Jodhpur arpitkhandelwal@iitj.ac.in |
| Dr. Shree Prakash Tiwari Associate Professor, Department of Electrical Engineering, IIT Jodhpur sptiwari@iitj.ac.in |
In this article, Graphene oxide (GO):poly(4-vinylphenol) (PVP)/ Titanium oxide (TiOX) bilayer resistive switching behavior based Resistive Random Access Memory (ReRAM) devices are exhibited. It was observed that adding a 2D material, such as graphene oxide, to the organic polymer serving as the switching layer significantly improves the bipolar resistive switching behavior. Ag/PVP:GO/TiOx/ FTO-structured ReRAM components demonstrated a high ON/OFF current ratio (ION/IOFF), low voltage operation, and long retention times.
Complementary metal-oxide-semiconductor (CMOS) transistors have been shrinking in size over the years, as Gordon Moore predicted that the number of transistors on a computer chip would double every two years. Transistor scaling mostly increase the frequency so the speed of computation is very high. When we increase the frequency of the computer, it also increases the power density. The new ReRAM-based computer architecture is widely recognised as a viable alternative to the von Neumann architecture, and it holds the potential to deal with the issues of the neural network and big data era. No other technology has recorded fast switching, low power, and stable operation all at the same time as ReRAM device [1].
ReRAM is essentially a two-terminal passive device with an dielectric switching layer sandwiched between the two electrically conducting electrodes. The functionality of ReRAM is based on a resistive switching mechanism, which is a physical phenomenon and depends on the capabilities of the material. An external bias is used to modulate the resistivity, which helps in the realization of low resistance and high resistance states (LRS and HRS). Based on the switching mechanism, ReRAM can be classified as
filamentary and interfacial ReRAM. The filamentary ReRAM works on the formation and rupture of a conductive filament (CF). ReRAM’s switching entirely depends upon formation of CF. CF is a crucial component of ReRAM as it joins the memory cell’s top and bottom electrodes. Disconnected filament results in a HRS, while connected, it yields LRS with high conductivity [2-4]

Fig. 1 shows the schematic diagram of the fabricated device with PVP:GO and TiOX as the active layer in between the silver (Ag) and fluorine doped tin oxide (FTO) as the top electrode (TE) and bottom electrode (BE), respectively hence it is called Ag/PVP:GO/TiOX/FTO structure device. Fig. 2(a) shows the I-V characteristics exhibiting a change in the current or change in resistance. When we apply a voltage sweep to the TE with the BE grounded, which is ranging from 0 V à 2 V à 0 V, then the current suddenly changes at 1 V, a condition known as a abrupt set or the HRS change to LRS position. When a voltage sweep from 0 V to -2.5 V is applied, the current is progressively reduced between ~-1.8 V to ~-2 V then the device switches from the LRS to HRS. Retention time for more than 7000 s at read voltage of -0.2 V is depicted in Fig. 2(b).

In conclusion, we propose a bilayer ReRAM consisting a TiO and PVP:GO based thin layer for resistive switching behavior. The choice of 2D material is critical for charge trapping leading to resistive switching, and the proposed ReRAM device has high I OFF (>103) and the low voltage function with a long retention duration. Eventually, ReRAM devices have great potential for future data storage, internet of things, and neuromorphic applications
References
| 1. | P. Wong et al., “Metal–Oxide RRAM,” Proceedings of the IEEE, vol. 100, no. 6, pp. 1951-1970, 2012, doi: 10.1109/JPROC.2012.2190369 |
| 2. | D. Kumar, R. Aluguri, U. Chand, and T.-Y. Tseng, “Metal oxide resistive switching memory: materials, properties and switching mechanisms,” Ceramics International, vol. 43, pp. S547-S556, 2017 |
| 3. | U. Chand, C.-Y. Huang, J.-H. Jieng, W.-Y. Jang, C.-H. Lin, and T.-Y. J. A. P. L. Tseng, “Suppression of endurance degradation by utilizing oxygen plasma treatment in HfO2 resistive switching memory,” Applied Physics Letters, vol. 106, no. 15, p. 153502, 2015 |
| 4. | M. N. Kozicki, H. J. J. S. S. Barnaby, and Technology, “Conductive bridging random access memory— materials, devices and applications,” Semiconductor Science and Technology, vol. 31, no. 11, p. 113001, 2016 |
| 5. | Lodhi, S. Saini, A. Dwivedi, A. Khandelwal, and S. P. Tiwari, “Bipolar resistive switching properties of TiOx /graphene oxide doped PVP based bilayer ReRAM,” Journal of Micromechanics and Microengineering, vol. 32, no. 4, 2022, doi: 10.1088/1361-6439/ac521f. |
About the Authors
| Anil Lodhi Ph.D. Student, Department of Electrical Engineering, IIT Jodhpur lodhi.1@iitj.ac.in |
| Shalu Saini Ph.D. Student, Department of Electrical Engineering, IIT Jodhpur saini.11@iitj.ac.in |
| Anurag Dwivedi Ph.D. Student, Department of Electrical Engineering, IIT Jodhpur dwivedi.5@iitj.ac.in |
| Dr. Arpit Khandelwal Assistant Professor, Department of Electrical Engineering, IIT Jodhpur arpitkhandelwal@iitj.ac.in |
| Dr. Shree Prakash Tiwari Associate Professor, Department of Electrical Engineering, IIT Jodhpur sptiwari@iitj.ac.in |