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Yichen Zheng

affiliation not provided to SSRN

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Physics-Informed Neural Networks for Bulge Test Modeling of General Anisotropic Two-Dimensional Crystalline Materials with Decoupled Elasticity

Number of pages: 17 Posted: 22 Oct 2025
Yichen Zheng, Kai Kang, Zaiyu Zhang, Huichao Liu, Yilun Liu and Yan Chen
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Xi'an Jiaotong University (XJTU), Xi'an Jiaotong University (XJTU) - State Key Laboratory for Strength and Vibration of Mechanical Structures and Xi'an Jiaotong University (XJTU)
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Physics-Informed Neural Networks, Bulge Test, Two-dimensional materials, Anisotropic mechanics, Nonlinear Elasticity