Physics informed token transformer for solving partial differential equations

Solving partial differential equations (PDEs) is the core of many fields of science and engineering. While classical approaches are often prohibitively slow, machine learning models often fail to incorporate complete system information. Over the past few years, transformers have had a significant im...

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Bibliografski detalji

Glavni autori:	Cooper Lorsung, Zijie Li, Amir Barati Farimani
Format:	Artigo
Jezik:	Inglês
Izdano:	IOP Publishing 2024-01-01
Serija:	Machine Learning: Science and Technology
Teme:	machine learning neural operators physics informed
Online pristup:	https://doi.org/10.1088/2632-2153/ad27e3
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