Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review

Sibo Cheng, César Quilodrán Casas, Said Ouala, Alban Farchi, Che Liu, Pierre Tandeo, Ronan Fablet, Didier Lucor, Bertrand Iooss, Julien Brajard, Dunhui Xiao, Tijana Janjic, Weiping Ding 0001, Yike Guo, Alberto Carrassi, Marc Bocquet, Rossella Arcucci. Machine Learning With Data Assimilation and Uncertainty Quantification for Dynamical Systems: A Review. IEEE CAA J. Autom. Sinica, 10(6):1361-1387, June 2023. [doi]

Authors

Sibo Cheng

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César Quilodrán Casas

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Said Ouala

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Alban Farchi

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Che Liu

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Pierre Tandeo

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Ronan Fablet

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Didier Lucor

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Bertrand Iooss

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Julien Brajard

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Dunhui Xiao

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Tijana Janjic

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Weiping Ding 0001

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Yike Guo

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Alberto Carrassi

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Marc Bocquet

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Rossella Arcucci

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