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When and why PINNs fail to train: A neural tangent kernel perspective - MaRDI portal

When and why PINNs fail to train: A neural tangent kernel perspective

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Publication:6346054

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DOI10.1016/J.JCP.2021.110768arXiv2007.14527MaRDI QIDQ6346054

Sifan Wang, Xinling Yu, Paris Perdikaris

Publication date: 28 July 2020

Mathematics Subject Classification ID

Artificial intelligence (68Txx) Numerical methods for partial differential equations, initial value and time-dependent initial-boundary value problems (65Mxx) Partial differential equations of mathematical physics and other areas of application (35Qxx)

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