Author

Yujie Xiang

Institutions: Tongji University, Central South University

Observed institutions: Tongji University, Civil Aviation Administration of China, Central South University

ORCID: 0009-0008-9791-2669

Observed ORCID: 0009-0008-9791-2669

OpenAlex ID: A5046829482

Machine learning-based morphological and mechanical prediction of kirigami-inspired active composites

2023 · Keke Tang, Yujie Xiang, et al. · International Journal of Mechanical Sciences · 47

Machine learning-based fatigue life prediction of lamellar titanium alloys: A microstructural perspective

2024 · Yindun Zhao, Yujie Xiang, et al. · Engineering Fracture Mechanics · 35

Deep learning surrogate for phase field modeling in fiber-reinforced composites: From stress evolution to final crack path

2025 · Peng Zhang, Yujie Xiang, et al. · Computer Methods in Applied Mechanics and Engineering · 33

Decoupled design of hybrid mechanical metamaterials via ensembled deep learning

2025 · Yujie Xiang, Jixin Hou, et al. · International Journal of Mechanical Sciences · 27

Advancing Structural Failure Analysis with Physics-Informed Machine Learning in Engineering Applications

2025 · Benjin Wang, Peng Zhang, et al. · Engineering · 25

A GAN-based stepwise full-field mechanical prediction model for architected metamaterials

2024 · Yujie Xiang, Jixin Hou, et al. · International Journal of Mechanical Sciences · 24

A comparative study of fatigue crack driving force considering in-plane constraint effect

2024 · Guangxu Chen, Yujie Xiang, et al. · International Journal of Fatigue · 5

Morphological design and tunable mechanical properties of 3D spinodal membrane structures: adaptive coarse-grained modelling

2024 · Yujie Xiang, Jie Tian, et al. · Acta Mechanica Sinica · 5

Adaptive triangular-mesh coarse-grained model for notched 2D metamaterials: A hybrid FEA and top-down approach

2023 · Keke Tang, Jie Tian, et al. · Theoretical and Applied Fracture Mechanics · 4

Autoregressive inverse design of disordered metamaterials for target nonlinear response

2026 · Dazhi Zhao, Yujie Xiang, et al. · Thin-Walled Structures · 3

Beyond usability: how AI tools shape design innovation ability among Chinese industrial design students

2026 · Xin Wu, Youngcheng Xie, et al. · Frontiers in Psychology · 1

CNN-GAN based microstructure design for biphasic composites with balanced modulus and frequency

2026 · Yanteng Wang, Peng Zhang, et al. · Computational Materials Science · 1

Residual stress & structural deformation in welded stiffened cylindrical pressure hull: Phase transformation-induced mechanisms

2025 · Jiawei He, Peng Zhang, et al. · Ocean Engineering · 1

Material-aware rapid prediction of low-velocity impact damage in laminated composites via surrogate modeling

2026 · Dazhi Zhao, Yinglong Liu, et al. · International Journal of Damage Mechanics

Generative inverse design of bioinspired disordered metamaterials for strength-toughness synergy

2026 · Haotian Jin, Dazhi Zhao, et al. · International Journal of Mechanical Sciences

A Gan-Based Machine Learning Surrogate Model for the Stepwise Prediction of Full-Field Mechanical Behavior of Kirigami-Inspired Metamaterials

2024 · Yujie Xiang, Jixin Hou, et al. · SSRN Electronic Journal

Machine Learning-Based Prediction of Morphological Configuration and Mechanical Behavior of Kirigami-Inspired Programmable Active Composites

2023 · Keke Tang, Yujie Xiang, et al. · SSRN Electronic Journal

Works count: 17

Citation count: 211

H-index: 6

I10-index: 6