I am interested in the interface between next generation climate simulation and machine learning. My main focus is on accelerating cloud resolving climate simulations using physics informed machine learning. I am also interested in reinforcement learning approaches to climate model calibration, understanding the limits of autoregressive weather simulations trained on observational data, and AI-assisted low-latency analysis of large high-resolution climate simulation datasets.
