Understanding the Difficulty of Solving Cauchy Problems with PINNs

4 May 2024

Papers citing "Understanding the Difficulty of Solving Cauchy Problems with PINNs"

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Title
Challenges and Advancements in Modeling Shock Fronts with Physics-Informed Neural Networks: A Review and Benchmarking Study J. Abbasi Ameya D. Jagtap Ben Moseley Aksel Hiorth P. Andersen PINN AI4CE 31 1 0 14 Mar 2025
Neural Networks with Physics-Informed Architectures and Constraints for Dynamical Systems Modeling Franck Djeumou Cyrus Neary Eric Goubault S. Putot Ufuk Topcu PINN AI4CE 32 67 0 14 Sep 2021