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...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy:	Xia, M, Li, X, Shen, Q, Chou, T
Format:	Journal article
Język:	English
Wydane:	Springer 2024

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