Stable Machine-Learning Parameterization of Subgrid Processes in a Comprehensive Atmospheric Model Learned From Embedded Convection-Permitting Simulations

Zeyuan Hu, Akshay Subramaniam, Zhiming Kuang, Jerry Lin, Sungduk Yu, Walter M. Hannah, Noah Brenowitz, Josh Romero, Mike Pritchard
July, 2025
Paper
Type
Journal article
Publication
Journal of Advances in Modeling Earth Systems
Zeyuan Hu
Zeyuan Hu
Noah Brenowitz
Noah Brenowitz
Mike Pritchard
Mike Pritchard
Director of Climate Simulation Research

Mike focuses on the interface between next generation climate simulation and machine learning, particularly accelerating cloud-resolving climate simulations using physics-informed ML approaches.