FP64 is All You Need: Rethinking Failure Modes in Physics-Informed Neural Networks

Item #:

085713-4785

Details

DOI: https://doi.org/10.52202/085713-4785
Author(s): Chenhui Xu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong
Pages: 158613-158634 (22 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/10.52202/085713-4785
Author(s): Chenhui Xu, Dancheng Liu, Amir Nassereldine, Jinjun Xiong
Pages: 158613-158634 (22 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)