DM
Dominic Masters
cs.LGcs.CVstat.MLphysics.ao-phphysics.chem-phq-bio.QM
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, Andrew El-Kadi, Samier Merchant +20
1 version
Preprints & journals
13 papers in the corpus · 2018–2026WeatherNext 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
Probabilistic weather forecasting with machine learning.39633054 · Price, Ilan, Sanchez-Gonzalez, Alvaro, Alet, Ferran et al.2024 · 430 citationsNature. 2025;637(8044):84-90
Generating QM1B with PySCF2311.01135v1 · Alexander Mathiasen, Hatem Helal, Kerstin Klaser et al.2023 · 0 citationsarXiv
Towards Foundational Models for Molecular Learning on Large-Scale Multi-Task Datasets2310.04292v3 · Dominique Beaini, Shenyang Huang, Joao Alex Cunha et al.2023 · 11 citationsarXiv
PopSparse: Accelerated block sparse matrix multiplication on IPU2303.16999v2 · Zhiyi Li, Douglas Orr, Valeriu Ohan et al.2023 · 0 citationsarXiv
GPS++: Reviving the Art of Message Passing for Molecular Property Prediction2302.02947v2 · Dominic Masters, Josef Dean, Kerstin Klaser et al.2023 · 3 citationsarXiv
GPS++: An Optimised Hybrid MPNN/Transformer for Molecular Property Prediction2212.02229v2 · Dominic Masters, Josef Dean, Kerstin Klaser et al.2022 · 9 citationsarXiv
8-bit Numerical Formats for Deep Neural Networks2206.02915v1 · Badreddine Noune, Philip Jones, Daniel Justus et al.2022 · 19 citationsarXiv
Making EfficientNet More Efficient: Exploring Batch-Independent Normalization, Group Convolutions and Reduced Resolution Training2106.03640v4 · Dominic Masters, Antoine Labatie, Zach Eaton-Rosen et al.2021 · 8 citationsarXiv
Proxy-Normalizing Activations to Match Batch Normalization while Removing Batch Dependence2106.03743v6 · Antoine Labatie, Dominic Masters, Zach Eaton-Rosen et al.2021 · 11 citationsarXiv
Revisiting Small Batch Training for Deep Neural Networks1804.07612v1 · Dominic Masters, Carlo Luschi2018 · 609 citationsarXiv
Career total: 28 works. 13 are in this corpus.
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