Regularization of ML models for Earth systems by using longer model timesteps

Raghul Parthipan, Mohit Anand, Hannah M Christensen +3

Regularization is a technique to improve generalization of machine learning (ML) models. A common form of regularization in the ML literature is to train on data where similar inpu…