Yalan Song

Oct 30, 2023 | journals.ametsoc.org | Yalan Song |Wen-Ping Tsai |Alan M. Rhoades |Jonah Gluck

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Jul 11, 2023 | nature.com | Chaopeng Shen |Alison P. Appling |Pierre Gentine |Alexandre M. Tartakovsky |Xiaofeng Liu |Dapeng Feng | +5 more

AbstractProcess-based modelling offers interpretability and physical consistency in many domains of geosciences but struggles to leverage large datasets efficiently. Machine-learning methods, especially deep networks, have strong predictive skills yet are unable to answer specific scientific questions.