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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Номзүйн дэлгэрэнгүй
Үндсэн зохиолчид: Xia, M, Li, X, Shen, Q, Chou, T
Формат: Journal article
Хэл сонгох:English
Хэвлэсэн: Springer 2024

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