Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs

Nils Wandel, Michael Weinmann, Michael Neidlin, Reinhard Klein. Spline-PINN: Approaching PDEs without Data Using Fast, Physics-Informed Hermite-Spline CNNs. In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022. pages 8529-8538, AAAI Press, 2022. [doi]

Authors

Nils Wandel

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Michael Weinmann

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Michael Neidlin

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Reinhard Klein

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