Stress-testing the coupled behavior of hybrid physics-machine learning climate simulations on an unseen, warmer climate
Published in NeurIPS 2023 Climate Change AI Workshop, 2023
This paper samples the coupled behavior of neural network convective parameterizations at scale on an unseen, warmer climate to see if design decisions conducive to better online performance in-distribution do the same out-of-distribution.