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Proceedings of the National Academy of Sciences of the United States of America|September 8, 2018
Deep learning to represent subgrid processes in climate modelsStephan Rasp, Michael S Pritchard, Pierre GentinePhysical Review Letters|March 22, 2021
Enforcing Analytic Constraints in Neural Networks Emulating Physical SystemsTom Beucler, Michael Pritchard, Stephan Rasp, et al.Science Advances|February 7, 2024
Climate-invariant machine learningTom Beucler, Pierre Gentine, Janni Yuval, et al.Nature|July 22, 2024
Neural general circulation models for weather and climateDmitrii Kochkov, Janni Yuval, Ian Langmore, et al.Pageof 1