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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Chi tiết về thư mục
Những tác giả chính:	Xia, M, Li, X, Shen, Q, Chou, T
Định dạng:	Journal article
Ngôn ngữ:	English
Được phát hành:	Springer 2024

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