Generalized physics-informed learning through language-wide differentiable programming

Copyright © 2020, for this paper by its authors. Scientific computing is increasingly incorporating the advancements in machine learning to allow for data-driven physics-informed modeling approaches. However, re-targeting existing scientific computing workloads to machine learning frameworks is both...

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Bibliographic Details
Main Authors: Rackauckas, C, Edelman, A, Fischer, K, Innes, M, Saba, E, Shah, VB, Tebbutt, W
Other Authors: Massachusetts Institute of Technology. Department of Mathematics
Format: Article
Language:English
Published: 2021
Online Access:https://hdl.handle.net/1721.1/137320