Gradient Alignment in Physics-informed Neural Networks: A Second-Order Optimization Perspective

Item #:

085713-5615

Details

DOI: https://doi.org/10.52202/085713-5615
Author(s): Sifan Wang, Ananyae bhartari, Bowen Li, Paris Perdikaris
Pages: 186682-186732 (51 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)

DOI: https://doi.org/10.52202/085713-5615
Author(s): Sifan Wang, Ananyae bhartari, Bowen Li, Paris Perdikaris
Pages: 186682-186732 (51 pages)
Format: PDF Paper Download
Conference: Advances in Neural Information Processing Systems 38
Date/Location: Held 2-7 December 2025, San Diego, California, USA and 30 November - 5 December 2025, Mexico City, Mexico.
Series: Advances in Neural Information Processing Systems 38
Publisher: Neural Information Processing Systems Foundation, Inc. (NeurIPS)