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Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing

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第一作者： Wikner A.

作者： Wikner A. ^[1] ; Harvey J. ^[2] ; Girvan M. ^[3] ; Hunt B.R. ^[4] ; Pomerance A. ; Antonsen T. ; Ott E.

作者单位： Department of Physics University of Maryland ^[1] Hillsdale College ^[2] Department of Mathematics University of Maryland ^[3] Potomac Research LLC ^[4]

关键词 Chaotic dynamics Climate Prediction Regularization Reservoir computing Stability

发布时间 2024-05-09

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2024年170卷

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Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing

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Stabilizing machine learning prediction of dynamics: Novel noise-inspired regularization tested with reservoir computing

Neural Networks

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