TA
Tom R. Andersson
cs.LGphysics.ao-phstat.MLArtificial Intelligence and RoboticsEarth SciencesStatistics and Probability
On Valency
published · living versionsW_rsyunb62·v1 · currentpublished
WeatherNext 3: Increasing resolution and performance of global weather models with raw observations
with Stephan Rasp, Boris Babenko, Dominic Masters, Andrew El-Kadi +20
1 version
Preprints & journals
11 papers in the corpus · 2021–2026WeatherNext 3: Increasing resolution and performance of global weather models with raw observations2609.03582v1 · Stephan Rasp, Boris Babenko, Dominic Masters et al.2026 · 0 citationsarXivon Valency
Operational tropical cyclone forecasting with AI.42717078 · Alet, Ferran, Andersson, Tom R, Price, Ilan et al.2026 · 1 citationNature. 2026;657(8132):680-688
Skillful joint probabilistic weather forecasting from marginals2506.10772v1 · Ferran Alet, Ilan Price, Andrew El-Kadi et al.2025 · 4 citationsarXiv
End-to-end data-driven weather prediction.40112882 · Allen, Anna, Markou, Stratis, Tebbutt, Will et al.2025 · 102 citationsNature. 2025;641(8065):1172-1179
Probabilistic weather forecasting with machine learning.39633054 · Price, Ilan, Sanchez-Gonzalez, Alvaro, Alet, Ferran et al.2024 · 430 citationsNature. 2025;637(8044):84-90
Aardvark weather: end-to-end data-driven weather forecasting2404.00411v3 · Anna Vaughan, Stratis Markou, Will Tebbutt et al.2024 · 9 citationsarXiv
Sim2Real for Environmental Neural Processes2310.19932v1 · Jonas Scholz, Tom R. Andersson, Anna Vaughan et al.2023 · 0 citationsarXiv
Autoregressive Conditional Neural Processes2303.14468v1 · Wessel P. Bruinsma, Stratis Markou, James Requiema et al.2023 · 6 citationsarXiv
Environmental Sensor Placement with Convolutional Gaussian Neural Processes2211.10381v5 · Tom R. Andersson, Wessel P. Bruinsma, Stratis Markou et al.2022 · 29 citationsarXiv
Ice Core Dating using Probabilistic Programming2210.16568v1 · Aditya Ravuri, Tom R. Andersson, Ieva Kazlauskaite et al.2022 · 0 citationsarXiv
Seasonal Arctic sea ice forecasting with probabilistic deep learning.34446701 · Andersson, Tom R, Hosking, J Scott, Pérez-Ortiz, María et al.2021 · 298 citationsNature communications. 2021;12(1):5124
Career total: 28 works. 11 are in this corpus.
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