Student Details

Akshay Sriraman

Supervisors: IITB - Prof. Sudarshan Vijay, Prof. Ojus Mohan
Monash - Prof. Nikhil Medhekar, Prof. Swarit Dwivedi

Project ID - IMURA1256

Project title - Multifidelity models for predicting micro environments for Carbon dioxide reduction.

My work bridges the gap between artificial intelligence and the physical world. I use advanced machine learning to understand how materials behave at the atomic level. Traditionally, calculating the complex forces between atoms requires slow, massive supercomputers. By training Machine learning models on fundamental physics rules, I am creating a way to predict these atomic interactions almost instantly. This dramatically reduces the time and computational energy needed to explore and design next-generation materials.

I hold a Master's from MEMS IIT Bombay, with prior research on numerical modelling of perovskite solar cells using first principles.