Contact

Aman Patni

PhD Scholar

Machine Intelligence and Resilience Lab

IIT Gandhinagar

Research Focus

I'm a systems researcher exploring how physics-informed neural networks can better predict extreme weather. By connecting physical processes with their mathematical models, I work to understand patterns in extreme rainfall, especially over Indian geography. My goal is to reduce uncertainty in climate predictions using machine learning and optimization. I blend systems thinking with climate science to improve how we forecast and understand extreme weather, bringing together applied math and deep learning to tackle these crucial challenges.