Physics-informed neural networks framework for functionally graded cylinder: Forward analysis, inverse material identification, and stress-driven optimization

Engineering Structures 2026

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Authors: Jun Xie, Hui Li, Yongqiang Ye, WenShuai Wang, Xiaofan Gou, Pengpeng Shi

DOI: 10.1016/j.engstruct.2026.122224

Cited by: 6

References: 52

Fields of Study & Subjects

Model Reduction and Neural Networks Machine Learning in Materials Science Topology Optimization in Engineering

References 52