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:
Support for Pioneering Research Initiated by the Next Generation (JPMJSP2136)
Japan Society for the Promotion of Science (JP23K17807)
Secom Science and Technology Foundation
Article Title: Reliable and efficient inverse analysis using physics-informed neural networks with normalized distance functions and adaptive weight tuning
Journal Title: Machine Learning: Science and Technology
Article Type: paper
Copyright Information: © 2025 The Author(s). Published by IOP Publishing Ltd
Publication dates
Date Received: 2025-03-18
Date Accepted: 2025-11-04
Online publication date: 2025-11-28