Machine Learning Emulation of Gravity Wave Drag in Numerical Weather Forecasting

by Matthew Chantry, Sam Hatfield, Peter Dueben, Inna Polichtchouk, Tim Palmer
Published 2021-07-01

Building Tangent‐Linear and Adjoint Models for Data Assimilation With Neural Networks

by Sam Hatfield, Matthew Chantry, Peter Dueben, Philippe Lopez, Alan Geer, Tim Palmer
Published 2021-09-01

A Baseline for Global Weather and Climate Simulations at 1 km Resolution

by Nils P. Wedi, Inna Polichtchouk, Peter Dueben, Valentine G. Anantharaj, Peter Bauer, Souhail Boussetta, Philip Browne, Willem Deconinck, Wayne Gaudin, Ioan Hadade, Sam Hatfield, Olivier Iffrig, Philippe Lopez, Pedro Maciel, Andreas Mueller, Sami Saarinen, Irina Sandu, Tiago Quintino, Frederic Vitart
Published 2020-11-01