Chen, Wenqian https://orcid.org/0000-0002-9111-8236
Howard, Amanda https://orcid.org/0000-0002-6411-6198
Stinis, Panos https://orcid.org/0000-0002-9928-5637
Funding for this research was provided by:
Advanced Scientific Computing Research (80278)
Article Title: Self-adaptive weighting and sampling for physics-informed neural networks
Journal Title: Machine Learning: Science and Technology
Article Type: paper
Copyright Information: © 2026 The Author(s). Published by IOP Publishing Ltd
Publication dates
Date Received: 2025-12-17
Date Accepted: 2026-03-20
Online publication date: 2026-04-07