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Physics-Informed Neural Networks (PINNs) are a powerful class of numerical solvers for partial differential equations, employing deep neural networks with successful applications across a diverse set of problems.
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Lecture notes, available at https://www-m5.ma.tum.de/foswiki/pub/M5/Allgemeines/MA4801_2021S/ML.pdf (accessed on Feb. 1, 2023), 2021
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