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Tung-Huan Su

ORCID: 0000-0001-5009-0823
Observed ORCID: 0000-0001-5009-0823
OpenAlex ID: A5080333803
LS-DYNA Machine Learning–Based Multiscale Method for Nonlinear Modeling of Short Fiber–Reinforced Composites
2023 · Haoyan Wei, C. T. Wu, et al. · Journal of Engineering Mechanics · 45
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Multiscale computational solid mechanics: data and machine learning
2022 · Tung-Huan Su, Szu-Jui Huang, et al. · Journal of Mechanics · 39
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Graph-enhanced deep material network: multiscale materials modeling with microstructural informatics
2024 · Jimmy Gaspard Jean, Tung-Huan Su, et al. · Computational Mechanics · 17
Decoding material networks: exploring performance of deep material network and interaction-based material networks
2024 · Wen-Ning Wan, Ting-Ju Wei, et al. · Journal of Mechanics · 15
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Full-field stress and strain measurements revealing energy dissipation characteristics in martensitic band of Cu-Al-Mn shape memory alloy
2020 · Tung-Huan Su, Nian-Hu Lu, et al. · Materials Today Communications · 14
Model-free data-driven identification algorithm enhanced by local manifold learning
2022 · Tung-Huan Su, Jimmy Gaspard Jean, et al. · Computational Mechanics · 11
Orientation-aware interaction-based deep material network in polycrystalline materials modeling
2025 · Ting-Ju Wei, Tung-Huan Su, et al. · Computer Methods in Applied Mechanics and Engineering · 10
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Coupled flow and fiber orientation analysis for 3D injection molding simulations of fiber composites
2019 · Huan-Chang Tseng, Tung-Huan Su · AIP conference proceedings · 9
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On the Decrease in Transformation Stress in a Bicrystal Cu-Al-Mn Shape-Memory Alloy during Cyclic Compressive Deformation
2021 · Tung-Huan Su, Nian-Hu Lu, et al. · Materials · 8
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A parametric multiscale surrogate framework based on texture-generalizable Deep Material Networks for polycrystal modeling
2026 · Ting-Ju Wei, Tung-Huan Su, et al. · Computer Methods in Applied Mechanics and Engineering · 1
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Local-convexity data-driven identification for materials data
2021 · C-S David CHEN, Jimmy Jean, et al.
Degradation of Transformation Stress in a Bicrystal Cu-Al-Mn Shape-Memory Alloy Using Full-Field Stress and Strain Measurements
2021 · Tung-Huan Su, Nian-Hu Lu, et al. · SSRN Electronic Journal
Works count: 12
Citation count: 169
H-index: 8
I10-index: 7
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