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The Old and the New: Can Physics-Informed Deep-Learning Replace Traditional Linear Solvers?
Physics-Informed Neural Networks (PINN) are neural networks encoding the problem governing equations, such as Partial Differential Equations (PDE), as a part of the neural network. PINNs have emerged as a new essential tool to solve various challenging problems, including computing linear systems ar...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Frontiers Media S.A.
2021
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8640124/ https://www.ncbi.nlm.nih.gov/pubmed/34870188 http://dx.doi.org/10.3389/fdata.2021.669097 |