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Shihai Lan

affiliation not provided to SSRN

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Image-informed physics-informed neural networks: a unified optimization framework for forward and inverse problems in solid mechanics

Number of pages: 35 Posted: 16 Oct 2025
Shihai Lan, Canyu Zhu, Kaiqi Ji, Dongliang Liu, Yong Su, Shangquan Wu and Qingchuan Zhang
affiliation not provided to SSRN, University of Science and Technology of China (USTC), affiliation not provided to SSRN, affiliation not provided to SSRN, University of Science and Technology of China (USTC), University of Science and Technology of China (USTC) - Department of Modern Mechanics and University of Science and Technology of China (USTC) - Department of Modern Mechanics
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Abstract:

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Physics-Informed Neural Network, digital image correlation, Forward and Inverse problems, Material identification