Replacing Tunable Parameters in Weather and Climate Models with State-Dependent Functions using Reinforcement Learning

Pritthijit Nath, Sebastian Schemm, Henry Moss +3

Weather and climate models rely on parametrisations to represent unresolved sub-grid processes. Traditional schemes rely on fixed coefficients that are weakly constrained and tuned…