hello i'm Dibyendu.

"I do research at S.N.B.N.C.B.S.
Codes and molecules are the things that essentially entertains me."

You can ask me to do MD Simulation. write codes. calculate Free energies of reactions. implement ML and DL models. develop Websites!

About Me.

I'm a Junior Research Fellow and hopefully will become a Senior Research Fellow soon at S.N. Bose National Centre for Basic Sciences. Currently doing my Ph.D. under the supervision of Dr. Suman Chakrabarty in the Department of Chemical, Biological and Macro-Molecular Sciences.

I've been pretty interested in advanced and enhanced simulation techniques to calculate free energy of reactions as well as various order parameters to capture structure ordering of mostly water molecules under different circumstances. .

Download CV

Projects and interests!

During my masters and till of PhD. I have been busy doing several projects.They were never aligned to a single topic but I could learn a ton of new things out of them.

Growth of Gas Hydrate

A project to study and compare the growth of methane hydrates in presence of common alcohols such as ethanol, glycerol, isopropyl alcohol and ethylene glycol and 3 different osmolytes urea, DMSO and TMAO. We tried to hypothesize the behaviour of growth of gas hydrate around additives using various order paramter.

Silver nanoparticle nucleation

During my masters' I started this project where I had to observe the nucleation event and explain the event in terms of two step nucleation method. We observed that there is a spontaneous hcp to fcc transition during nucleation. This is an unfinished project.

Project Liquid Crystal

I had this project as a side quest. Learned a lot of new things during this project as I was completely off guard to This kind of systems.





Project Free Energy of Solvation

Another unfinished yet interesting project it was. It is important to understand the efect of solvent (water) as most of the reaction occurs in solvated condition. But explicit consideration of solvent-solute intraction is costly in computational term. So one's wish would be to introduce accurate yet efficient implicit solvent model. That was the long term philosophy of this project.



ML/DL

We are trying to introduce Machiene learning and Deep learning methods to solve our problems. Our primary focus has been to be able to use efficient ML or DL model to detect phase transition. We implemented PointNet architect to classify different ice phases. We are very enthusiastic about these methods and have been trying various algorithm to improve abd benchmark available models. In long run we wish to made our own archtect to predict chemico-moleculalar properties of arbitrary molecules.

Others

Basically I can build interest in almost everything I camm in touch with. I have interest in making interacting websites. Obviously I don't know all the basics. That is I will start modifying from another existing project. I love learning new programming languages although that might sound weird. Sometimes I dig into better data representation or data visualization. Sometimes I read also :).


Portfolio

Dont exactly know what to show here. Lets try and see if different thing works!

Few favourite quotes!

Frankly I don't know what to do with this section so thought I will put few quotes by my favourite icons.

Blog

Could not write a formal draft for the journal. So thought I will be start practising by writing blog about the kind of job I am doing write now. But don't expect anything cool yet. I will be trying hard to impress you though.

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01 Aug 2022

Contact

Please put a line below if you think I can and want me to finish a few of your jobs.