M.Tech, Chemical Engineering, IIT Madras 2022
M.Tech, Chemical Engineering, IIT Madras 2022
MS(R), Chemical Engineering, IIT Madras 2022
M.Tech, Chemical Engineering, IIT Madras 2022
MS(R), Chemical Engineering, IIT Madras 2022
M.Tech, Chemical Engineering, IIT Madras 2022
Machine learning for polymer phase transitions.
M.Tech, Chemical Engineering, IIT Madras 2021
B. Tech, Chemical Engineering, NIT Srinagar 2018
BTech Chemical Engineering, Anna University, 2022
Utilizing dimensionality reduction techniques like PCA on molecular simulation data of polymers to detect the critical temperature for polymer phase transition.
Btech(Hons.) Chemical Engineering, NIT Roukela
MD-ML framework for Coarse-grained Ionic liquids with application in next-generation solid-state battery electrolyte.
Artificial Neural Network Potentials for liquid methane
BTech, Metallurgical Engineering, IIT-BHU, 2021
Developing Genetic Algorithm to predict the phase transition of charged polymers.
M.Sc Physics, IIT Madras, 2021
B.Sc Physics, Madras Christian College, 2018
Building a universal auto-encoder to predict glass transition temperature (Tg) and other physical properties of polymers.
Converting polymer SMILES strings to multi-dimensional continuous representations (latent vectors).
BTech, Metallurgical and Materials Engineering, IIT Madras 2022
Implementing Monte Carlo Tree Search algorithm for identifying optimal sequences in molecular simulation for optimization of structural properties in polymeric materials with specific application in energy storage.
BTech, Chemical Engineering, IIT Madras 2022