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Feng Han

affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

17

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

A Multiscale Physics-Informed Neural Network Framework forConstitutive Parameter Inversion and Hashin-Based Failure Assessment of Unidirectional Composites

Number of pages: 23 Posted: 11 Jun 2026
Feng Han, Wen Minjie and Yiming Zhang
affiliation not provided to SSRN, Zhejiang University and Hebei University of Technology
Downloads 10

Abstract:

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2.

A Multiscale Physics-Informed Neural Network Framework for Constitutive Parameter Inversion and Hashin-Based Failure Assessment of Unidirectional Composites

Number of pages: 23 Posted: 21 May 2026
Feng Han, Wen Minjie and Yiming Zhang
affiliation not provided to SSRN, Zhejiang University and affiliation not provided to SSRN
Downloads 7 (1,575,921)

Abstract:

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Physics-Informed Neural Networks (PINNs)Multiscale ModelingHashin Failure CriteriaInverse Parameter IdentificationUnidirectional Fiber Composites