Deguchi, Shota https://orcid.org/0000-0002-9538-8663
Asai, Mitsuteru https://orcid.org/0000-0002-1124-2895
Funding for this research was provided by:
Japan Science and Technology Agency (JPMJSP2136)
Education and Research Center for Mathematical and Data Science, Kyushu University, Japan
Japan Society for the Promotion of Science (20H02418)
Article Title: Dynamic & norm-based weights to normalize imbalance in back-propagated gradients of physics-informed neural networks
Journal Title: Journal of Physics Communications
Article Type: paper
Copyright Information: © 2023 The Author(s). Published by IOP Publishing Ltd
Publication dates
Date Received: 2023-01-17
Date Accepted: 2023-07-04
Online publication date: 2023-07-31