Singularity-Suppressing Physics Informed Deep Learning for Inverse Problems Involving High-Order Parameterized Differential Equations

SSRN Electronic Journal 2026 Preprint Open access

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Authors: Yingwei Kou, Mingsheng Peng, Hesheng Tang, Ning Ding
DOI: 10.2139/ssrn.6096875
Cited by: 0
References: 19

Fields of Study & Subjects

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

Publication details

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