Floral colours, CV Raman and illustrations

In the 1960s, C. V. Raman wrote a series of papers on floral colors and the physiology of vision. In there, he was very interested in the origin of colors from various different flowers. This was also motivated by his fascination with optics and natural colors in vegetation. Specifically, during that era, he had a large garden at his institution and he was deeply immersed in understanding the origin of the colors from these wonderful living creatures. 

By using his knowledge of spectroscopy and the chemistry of pigments, he was able to explore some of the spectral features of the floral colors. The diagrams that you are seeing are illustrations from his paper published in 1963.

As you can observe, these illustrations are beautifully created. I don’t know whether Raman himself drew these pictures, but one should really appreciate the artist who has created them.

In a broader sense, it also indicates two important aspects. The first is that Raman was deeply motivated by natural phenomena. His intuition of optics helped him to understand the origins of a variety of natural optical processes. Spectroscopy was a crucial element in all the things that he did. The second aspect is that, in a deeper sense, aesthetics is interwoven with the pursuit of science and Raman’s work, especially towards the later part of his life, showcased it. 

There is a fascinating video conversation with Richard Feynman where he describes the appreciation of the beauty of flowers by a scientist. Raman’s appreciation of beauty is close to what Feynman is describing in the video.

C. V. Raman was a curious person. He had a deep inclination to explore natural phenomena, using the knowledge and tools he had accumulated over several decades. In that sense, he was a scientist driven by curiosity before and after his Nobel prize.

Next time when you see a flower, remember that it is a creature of beauty and science merged together.

ps: blogpost in audio-visual format

Nobel is secondary

Many of the Nobel winners in science deserve the prize they get, but there are many deserving who do not make the list for various reasons, including sociology, geography & financial support. Using the Nobel prize as a benchmark of progress may lead to errors in the judgment of a country.

A better way to judge is to ask: how are science and technology in a country making lives better for the people of the country & the world? A better life includes both intellectual & material aspects. We, in India & the global south, can make progress if scientific thinking becomes prevalent in the everyday discourse of society, from family conversations to political debates. And prizes, by design, are exclusive. It is easier to exclude a country that is not scientific as no one cares in such a situation.

Scientific progress in a society is generally bottom-up. We have a large population of young people who should be more scientific in their worldview. If we have a large, scientifically oriented population, science and technological achievements become proportional.

If science-based intellectual & material progress is achieved, prizes will follow. But a Nobel should not be our primary goal. Better lives & better minds should be.

Everything flows from there.

FOLLOW THE MONEY – A useful model

Our world is a place with complex ideas superimposed on people with ever-changing attention. Complex ideas are complex because they depend on multiple parameters. If something changes in the world, then that change can occur due to multiple reasons.

Unlike a carefully designed physics experiment, there are too many ‘hidden variables’ in human life and behavior, especially when they act collectively. In such a situation, it is pertinent to search for models to understand the complex world. Models, by definition, capture the essence of a problem and do not represent the complete system. They are like maps, zoomed out, but very useful if you know their limitations. I keep searching for mental models that will help me understand the complex world in which I live, interact, and comprehend.

Among many models, one of them that I use extensively is the follow-the-money model. This model explains some complex processes in a world where one does not have complete information about a problem. 

Take, for example, the incentives to choose a research project. This is a task that as scientists, we need to do very often. In the process of choosing a project to work on, researchers have to factor in the possibility of that research being funded prior to the start of the project. This is critical for scientific research that is dependent on infrastructure, such as experimental sciences, including physics, chemistry, and biology. Inherently, as researchers, we tend to pick a topic that is at the interface of personal interest, competence, relevance, and financial viability.

The viability is an important element because sustained funding plays a critical role in our ability to address all the contours of a research project. Thus, as scientists, we need to follow the money and ask ourselves how our research can be adapted to the financial incentives that a society creates. A case in point is research areas such as AI, where many people are aware of its potential and, hence, support from society and an opportunity to utilize the available incentive.

It is important for the public to be aware of this aspect of research where the financial incentive to execute a project plays a role in the choice of the project itself. The downstream of this incentive is the opportunity to employ more people. This means large funding projects and programs attract more researchers. More people in the research area generate more data, and more data, hopefully, will result in more knowledge in the chosen research area. This shows how financial incentives play a critical role in propelling a research area. In that sense, the ‘follow the money’ model has a direct correlation with more researchers flocking towards a research area.

The downside of this way of functioning is that it skews people towards certain areas of research at the cost of another research area which may not find financial support from the society. This is a topic that is generally not discussed in science classes, especially at the undergraduate and research level but I think we should discuss with students about this asymmetry as their futures are dependent on financial support that they can garner.

Broadening the scope further, the ‘follow the money’ model is useful to understand why a certain global trend rises or falls. A contemporary global upheaval is the situation of war in Ukraine and Gaza. At first sight, it looks like these wars are based on ideologies, but a closer look reveals that these wars cannot be fought without financial support. Such underpinning of the money running the war reveals patterns in geopolitics that are otherwise not easy to grasp.

Ideologies have the power to act as vehicles of human change, but these vehicles cannot be propelled without the metaphorical fuel – that is, money. The ‘follow-the-money’ model can show some implicit motivation and showcase how ideologies can be used as trojan horses to gain financial superiority either through captured resources or through showcasing the ability to capture that resource. Following money is also a very powerful and useful model for understanding many cultural, sociological and political evolution, even in a complex country like India and other South Asian countries. I leave it as an intellectual assignment for people who want to explore it 😊. You will be surprised how effective it can be in explaining many complex issues, provided we know the limitations of the model. 

As I mentioned earlier, a model is like a map. It is limited by resolution, the dimension and the viewpoint. But they are useful for navigating a complex world.

Open access : a few thoughts and books

I think that knowledge, especially academic knowledge, should be openly accessible to fellow researchers and the public. Given that most of the academic research in India is public-funded, it is imperative that our work is made available for anyone interested in reading and utilizing the knowledge. This makes a strong case for making our work open to access. Unfortunately, the open-access publication venture has been hijacked by some commercial publishers, who have misused the enthusiasm of academic researchers by converting it into a money-making opportunity via so-called ‘gold’ open-access models, where authors pay exorbitant article processing charges (APCs) to publish their work in the journals.

I have been searching literature to understand the philosophy and economics of open-access publishing models, and recently, by chance, I came across a couple of books by Peter Suber.

First is an open-access book on Open Access. Peter Suber has been a philosopher & open-access advocate for a long time. In this book, he explains what it really means to have open access to knowledge & the related philosophy, including its economics. Link to the book.

Second is a collection of writings on open-access publication (link), and as the online blurb says :

Influential writings make the case for open access to research, explore its implications, and document the early struggles and successes of the open access movement.

The green open-access model is very interesting and pertinent to countries such as India, and as per wiki it is defined as :

Green OA, is the practice of placing a version of an author’s manuscript into a repository, making it freely accessible for the scientific community.

The primary motivation of Open Access was
to provide Open Access to Knowledge to the READER of Publications and; to allow Open Access to AUTHORS Publication (unbiased publication of Knowledge)

Open access in the true sense, should neither have barriers to knowledge consumption nor to knowledge generation and dissemination. Therefore, APCs are a major hurdle to researchers and authors who do not have monetary support. This is most of the global south, and hence, a fair policy is needed to make it more democratic.

My Forward Moving Chakra

In 1980s, every Friday morning, Akaashvani Bengaluru (a local radio channel of the state; language Kannada) woke me up with Bhimsen Joshi’s famous rendition – Bhaagyada laxmi baaramma. This song has stayed with me and somehow makes me nostalgic for the times we lived – a simple, lower-middle-class life. More than the devotional undertone of this song, what captured my attention was how it was beautifully adapted in a movie by Shankar Nag without compromising its authenticity. It showed me how art can be inclusive yet distinct.

I went to a local private English school. Those were the times when school education was affordable even for a lower-income family like ours, and now, if I look back, I did get a relatively decent primary education. Some of the teachers I remember had names: Firdoos, Christy and Geeta. 

An interesting aspect of my upbringing was my exposure to various sports. It included cricket (of course), cycling, eye-spies, lagoribuguri, goli and bachha. The last three sports are unique. Buguri is playing with a top, where you spin the top with a tied rope. By releasing the rope skillfully, one can make the top rotate at a location of interest, be it on the floor or in the palm of your hand. 

Goli is playing with marbles, where you compete with an opponent by hitting a marble with another. There were several games within the umbrella of this fascinating meta-game, and it was one of the most competitive sports I have played. 

Bachha will be the most unfamiliar sport to many of you reading. It was typically played by children who grew up in lower-middle income surroundings, and the game was to use well-polished granite slabs that can fit your hand. This was made to sail over a tar road. The sailing of the stone had to be smooth, and the target of this throw was to dislodge a pile of old cigarette carrying paper boxes (without cigarettes) that had been collected over a long period of time. The whole point of the game was to hit the piled-up packs of these folded boxes and win them as a collection. Different boxes of cigarette brands had different values. Talk about capitalism !

Through the 1990s, the teenage years were memorable. Riding a two-wheeled motor vehicle made you feel you had evolved into an adult. It gave you the freedom to go to a petrol bunk and fill up the tank full of fuel (with tinge of kerosene) on a gear(care)less TVS 50. The picture that has stayed with me is the skilful handling of a bunch of currency notes by the guys who filled the petrol. They used to double up as cashiers (as they do even now), but then everything was to be dealt in cash, and the human processing speeds had to be good. Similar skills were evident with BTS bus conductors. A fascinating thing about them was that they had a whistle. This made their presence felt, and they were the representatives of the unique city culture of Bangalore. Their images are so iconic that many Kannada movies then had bus conductors as characters of their movies. Rajnikanth was one of the early ones to play this role. And yes, he started in Kannada movies, as did a few other Tamil superstars.

Deccan Herald was and is a newspaper that most of the Bengalurians are aware of. It had some wonderful commentaries on history and geography. Thanks to some of these articles by well-known writers, I was interested in these subjects. I was so motivated and encouraged by them that, as a school kid, I wrote them a letter. They published it. I remember it was a Saturday, and I spent my whole weekend staring at my article on paper. It was also a time when I learned about the great H. Narasimiaha distributing puffed rice to local people during a solar eclipse. His writings and thoughts sowed the seeds of rationality in me. Gradually, I transformed into an atheist, and over the years, I have adapted compassionate rationality as a way of living and thinking. This way has allowed me to appreciate my culture’s deep roots without compromising on rational thinking. It has given me a balance.

What was out of balance in my life was the pressure of education. The worst part of the late 90s was my pre-university education. Then, 11 and 12-grade education was part of pre-university college, and this exposed one to a life of partial independence. Unlike a bachelor’s degree, this time in college is boring, and everything is done to crack some silly exams that have ‘not so silly’ consequences on one’s career. With great fortune, I escaped a turbulent time and found myself doing BSc (Physics, Maths, Electronics), with a healthy amount of languages, including Sanskrit and English. Throughout this period, the wonderful libraries across the city were central to my education. There were many old public libraries in Bangalore, and one did not need any membership to read a book. I saw so many people preparing for civil service exams in such libraries. 

In 2000s, I fell in love with physics. Astrophysics gripped my life and took me through an intellectual journey that has not stopped ever since. Intellectual pursuits are that way. One can vaguely remember their origins, but one will realize the effect on one’s life only after a while. Interestingly, it changes the character of a person. That is the power of education. 

I went to Bangalore University to do my Masters in physics. This state-funded university’s semester fees were less than present-day woodland shoes. For the first time, I saw how education can be aspirational, inspirational, political, liberating, suffocating and fun. All at once. This was also the time I discovered that economics and politics have far-reaching consequences in scientific research. 

This was also the era of my PhD at JNCASR. I started as a serious student of physics and ended my PhD as a serious student of science. This was transformative not only because I was exposed to new knowledge but also because I could contribute to knowledge. At the end of the first year of my PhD, I got an excellent opportunity to travel to the US. I attended a summer school at University of California, Santa Barbara.

Interestingly, this journey was the first time I took a flight on an aeroplane, and the trajectory was long and interesting as I flew around the globe (Bangalore to Bangkok to Osaka to Los Angeles) thanks to the limited funding. The biggest realization of my arrival in LA was a massive billboard of an iconic iPod silhouette advertisement. It is etched in my inner eye. My first travel within the US was a road trip from LA to Santa Barbara. What a ride!

After I finished my PhD, I moved to Barcelona and lived in Castelldefels. I shared my apartment with an Uruguayan (Spanish: uruguayos) couple and a cute dog. It was interesting that we were all immigrants. They spoke Spanish, but I did not, which impacted how we assimilated into the society. Although we did not speak similar languages, we could communicate very well with each other. That was an interesting lesson for me. 

Then I moved to the US, and this was a time when Obama had just been elected into office. I have never seen a country undergoing economic recession and yet was so enthusiastic politically as the US. The ‘Yes We Can’ was an iconic campaign; I could see how it touched so many lives in the US. It was also a time when I was exposed to American professionalism and their excellent work culture. This has deeply impacted my thinking and how I look at work. It also made me realize the (positive and negative) powers of a free market economy. Again, it was an education.

In 2010, I got married, and started looking at life from a slightly long-term perspective. At the cusp of the decade, I moved back to India, and this time to Pune. Culturally, this is one of the wealthiest places in India. The flux of thought is high, and the people you get exposed to is often fascinating. It was also a time when I was building my lab, and I found how essential teamwork is. You always realize this when you are doing your PhD, but when you set up your group, you get a different grasp of how highly educated humans behave and coordinate for the greater good with a common goal.

Interestingly, these common goals can also align with personal career goals and growth. From a close quarter, I see how five years of focused work can transform people’s lives and thoughts. We need to pay more attention to the long-term work.

One of my life moments was to see my wife delivering my daughter. It made me feel human. I was there in that ward beside my wife, and those few minutes has transformed me forever. It also made me realize the power of human bonds. The day’s images are etched in my memory, and I thank biology for all that! 

Now, we are in 2020s, and the pandemic has eaten away a few years. The early years also led to an explosion of information, and understanding the world is a continued challenge. An astonishing aspect has been that we, as humans, are still fighting wars. It indicates that we still do not understand each other, and cooperation is still a major goal to achieve. More work to do.

Ashoka Chakra. Image courtesy : link

   All through this journey, what has remained with me is reading, writing and talking to people. All people from all walks of life. Writing and talking has also encouraged me to use them as tools to look at the world. A lesson that I derive from all this: human cultures should use knowledge from the past and present and move towards the future. A forward-looking culture distills the best from every cultural exposure and adapts them to move forward. This is also a lesson from evolutionary biology, and perhaps a lesson for a beautiful country like India, that is Bharat, and many other magnificent things.

We are the people, and the wheel – the chakra, represents us on the move. This is the life I want to travel on : riding on a chakra of a forward-looking culture. 

J.C. Bose and the measurement of refractive index

Image : Wikicommons

How do you determine the refractive index of a material which is not transparent?

In 1895, J.C. Bose addressed this question experimentally using ‘electric rays’, which we currently know as microwave radiation!

The citation of the paper is

Bose, J. C., I. On the determination of the indices of refraction of various substances for the electric ray. I. Index of refraction of sulphur. Proceedings of the Royal Society of London, 59(353–358), 160–167. https://doi.org/10.1098/rspl.1895.0069

Below is the title of the paper that was communicated to the Royal Society via Lord Rayleigh, who was an authority on optical concepts Bose was using.

His experiment used the microwaves’ total internal reflection and extracted the samples’ refractive index through Brewster’s angle.

Bose beautifully describes his method as follows :

The angle of incidence is slowly decreased till the critical value is reached. At this point the ray is all at once refracted into the air, making an angle of 90° with the normal to the surface. If a receiver be fixed against the side of the semi-cylinder at II, it will now respond to the refracted radiation.

Below is the diagram depicting the same principle :

And the detailed description is as follows:

The refracting substance is cut out or cast in the form of a semi¬ cylinder, and mounted on the central table of a spectrometer; the electric ray is directed towards the centre of the spectrometer, and its direction is always kept fixed. It strikes the curved surface and passes into its mass without any deviation. It is then incident on the plane surface of the semi-cylinder, and is refracted into the air beyond.

The apparatus design was also interesting, and the diagram below depicts what we nowadays call the microwave transmitter (indicated as radiator, R) and receiver (indicated as Coherer, C).

If you read the paper completely, the details of experiments are described meticulously, and the attention to detail is remarkable.

So, he determines the refractive index of sulfur using this method and ends up with a value of 1.734, which is quite accurate even by today’s standards (the value is upwards of 1.7 and depends on the wavelength of light). Notice that the measurement was made to the accuracy of three decimal places, which is impressive. Below is a set of data for which the value of the refractive index was determined.

Now compare this to the modern measurement (see below data from around 1985) of refractive index based on more sophisticated methods, and you will see the matching is reasonably good at higher wavelengths close to 1 micron. (Note that Bose’s measurements was at higher wavelength than shown below)

Data from: Icarus. Volume 64, Issue 3, December 1985, Pages 368-374; https://www.sciencedirect.com/science/article/abs/pii/0019103585900612

J.C. Bose was a creative scientist; the above example is just a small illustration of his capabilities as an experimentalist.

Now, with this inspiration, let me head back to my lab to do some experiments :-)

ps: A video to go with this blog (updated on 17th Apr 2025)

2023 Nobel in Sciences – A few observations and questions

One of the interesting aspects of the Nobel Prize in Sciences this time is that all the 8 laureates are experimentalists. This is not to underplay the contribution of theoreticians but to emphasize the point that experimental observations are central to the progress of sciences and follow-up technology. Also note that many of these laureates were equally well-versed in theoretical ideas, and hence were able to connect the abstract to the real. An effective way to do science.

Another aspect is that all the experimentalists are strongly anchored in the West. They have performed all their work in an ecosystem that has supported their efforts, even when their ideas were not well known. A case in point is Katalin Karikó (one of the medicine/physiology laureates). Although U Penn treated her badly, she was still able to sustain her research thanks to the research-driven business ecosystem in the West, including the USA and Germany, where she could establish herself in the biotech research industry. This means the Western research ecosystem, including its businesses, was open enough to allow someone who was almost discarded by the US academic system. Karikó’s is a great story, but we must not forget that eventually, the system in which she worked recognized her contribution.

Now, some things to ponder – what if Karikó had moved to a place such as India? Could she have survived and thrived in our research ecosystem? If she had moved, was our academic and market ecosystem open to welcome her, take her expertise, and utilize it effectively? Answers to these questions are not straightforward but may indicate where we are as a research ecosystem. 

अहिंसा, सत्याग्रह

अहिंसा, सत्याग्रह

Gandhi lived a life in pursuit of non-violence and truth (the meaning of the above two words in Devanagari script).

The beauty of Gandhi’s life is his astonishing honesty. You can still disagree with him on certain aspects of his politics, including economics, and yet engage with his ideas and learn something deep. If you observe his writings, he was always engaging in disagreement and yet never dismissive of an opposing idea. He subjected himself to scrutiny of his character and yet emerged with a deeper meaning of flaws and self-introspection. Talk about confidence!

This is perhaps the hallmark of his education. A lesson he took not only as a teacher but also as a student of life.

Probably Gandhi’s most innovative idea was to recognize the deep philosophical and human aspects of life and incorporate them into his work. He practiced what he preached, which is a rarity. Einstein realized this very early (see the quote).

The two ideas mentioned at the beginning have stood the test of time, and I think they will continue to serve as benchmarks of human intellectual life. That is the lesson I take away from his life.

Long live अहिंसा and सत्याग्रह…