Learning unbounded-domain spatiotemporal differential equations using adaptive spectral methods

Learning unbounded-domain spatiotemporal differential equations using adaptive spectral methods

Rapidly developing machine learning methods have stimulated research interest in computationally reconstructing differential equations (DEs) from observational data, providing insight into the underlying mechanistic models. In this paper, we propose a new neural-ODE-based method that spectrally expa...

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Dades bibliogràfiques
Autors principals:	Xia, M, Li, X, Shen, Q, Chou, T
Format:	Journal article
Idioma:	English
Publicat:	Springer 2024

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