Matthew Chantry - School of Mathematics, University of Bristol

Thomas Nils Nipen, Håvard Homleid Haugen, Magnus Sikora Ingstad, Even Marius Nordhagen, Aram Farhad Shafiq Salihi,Paulina Tedesco,Ivar Ambjørn Seierstad, Jørn Kristiansen,Simon Lang, Mihai Alexe,Jesper Dramsch,Baudouin Raoult, Gert Mertes,Matthew Chantry

arxiv（2024）

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Hydra-LSTM: A Semi-Shared Machine Learning Architecture for Prediction Across Watersheds

Karan Ruparell, Robert J. Marks, Andy Wood, Kieran M. R. Hunt, Hannah L. Cloke,Christel Prudhomme,Florian Pappenberger,Matthew Chantry

arxiv（2024）

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Robustness of AI-based Weather Forecasts in a Changing Climate

Thomas Rackow,Nikolay Koldunov, Christian Lessig, Irina Sandu, Mihai Alexe,Matthew Chantry,Mariana Clare, Jesper Dramsch,Florian Pappenberger, Xabier Pedruzo-Bagazgoitia, Steffen Tietsche,Thomas Jung

arxiv（2024）

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Improving Medium-Range Ensemble Weather Forecasts with Hierarchical Ensemble Transformers

Zied Ben Bouallégue,Jonathan A. Weyn,Mariana Clare, Jesper Sören Dramsch,Peter Dueben,Matthew Chantry

Artificial intelligence for the earth systemsno. 1 (2024)

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Data Driven Weather Forecasts Trained and Initialised Directly from Observations

Anthony McNally,Christian Lessig,Peter Lean,Eulalie Boucher, Mihai Alexe, Ewan Pinnington,Matthew Chantry,Simon Lang, Chris Burrows,Marcin Chrust,Florian Pinault, Ethel Villeneuve,Niels Bormann, Sean Healy

CoRR (2024)

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