Search Results for author: Erwan Koch

Found 2 papers, 0 papers with code

Next-Generation Earth System Models: Towards Reliable Hybrid Models for Weather and Climate Applications

no code implementations22 Nov 2023 Tom Beucler, Erwan Koch, Sven Kotlarski, David Leutwyler, Adrien Michel, Jonathan Koh

We review how machine learning has transformed our ability to model the Earth system, and how we expect recent breakthroughs to benefit end-users in Switzerland in the near future.

Stochastic derivative estimation for max-stable random fields

no code implementations14 Dec 2018 Erwan Koch, Christian Y. Robert

Max-stable fields, such as the Brown--Resnick and Smith fields, are very popular in spatial extremes.

Cannot find the paper you are looking for? You can Submit a new open access paper.