Author

Mike Pritchard

2 papers indexed here

We haven’t gathered this author’s papers yet. Follow them and we’ll fetch their work.

Not the right person? Other researchers publish under this name.

Open access Sep 2026

Probabilistic multi-fidelity climate model parameterization for better generalization

It is shown that a multi-fidelity approach can provide the best of both worlds: it generalizes to a warmer climate for which high fidelity data are not available, guided by abundant low-fidelity data from an even warmer climate, while retaining the accuracy of high-fidelity data, by learning a nonlinear mapping from lo...

B. Balogh, M. A. Bhouri, L. Peng et al. · Machine Learning: Earth · 0 citations

#machine learning Preprint Oct 2026

ClimateBench v2.0: Probabilistic Climate Model Benchmarking

We present ClimateBench v2, a standardized protocol for evaluating climate models on diagnostics expected to be informative for their skill in projecting mid-century regional temperature and precipitation changes. The protocol is designed to evaluate any physics-based, data-driven, or hybrid climate model on equal foot...

Duncan Watson-Parris, Willa Tobin, Aytaç Paçal et al. · 0 citations