Mehul Goyal

Mehul Goyal

Biography

I'm an undergraduate student from India, exploring the field of Scientific Machine Learning — where machine learning meets scientific computing. My interests lie in applying Python-based ML tools to problems like solving differential equations, accelerating fluid simulations, and enhancing noisy or low-resolution data, such as in fluid dynamics and medical imaging.

Currently, I'm pursuing my studies at IISER Trivandrum and working at the Center for Scientific Computing and Computational Mechanics at IIT Delhi, where I’m contributing to operator learning–based models, which have shown great promise in scientific simulations.

This is my first conference talk, where I hope to share what I'm learning and connect with the Python community driving much of this progress.


Session

  • Physics-Informed ML: Fusing Scientific Laws with Machine Learning