2 papers
physics.ao-ph2026
How different are deterministic physics suites when coupled to fixed model dynamics and why?
Edward Groot, Hannah Christensen, Xia Sun +5
It is often difficult to attribute uncertainty and errors in atmospheric models to designated model components. This is because sub-grid parameterised processes interact strongly w…
nlin.CD2025
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…