Learning Green's functions associated with parabolic partial differential equations

Neural operators are a popular technique in scientific machine learning to learn a mathematical model of the behavior of unknown physical systems from data. Neural operators are especially useful to learn solution operators associated with partial differential equations (PDEs) from pairs of forcing...

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Bibliographic Details
Main Authors: Boullé, N, Kim, S, Shi, T, Townsend, A
Format: Journal article
Language:English
Published: Journal of Machine Learning Research 2022

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