An Adaptive Error Correction Method for Training Physics-informed Neural Networks to Solve Inverse Problems with Noisy Observational Data

SSRN Electronic Journal 2026 Preprint Open access

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Authors: Wensheng Li, Hanting Guan, Hao Wang, Ruifeng Zhou, Chao Zhang, Dacheng Tao
DOI: 10.2139/ssrn.6203161
Cited by: 0
References: 16

Fields of Study & Subjects

Model Reduction and Neural Networks Neural Networks and Applications Numerical methods in inverse problems

Publication details

Journal / source
SSRN Electronic Journal
Publication date
1 January 2026
Language
EN
Document type
Preprint