RESEARCH PAPER · International Journal of Solids and Structures · 2025
Predicting nanoscale stress-strain curves: A Gaussian processes within a Bayesian framework
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A Novel Peridynamics Framework Integrating Data-Driven Constitutive Relation: Modeling Large Deformation and Asymmetric Damage of Strength-Heterogeneous Hyperelastic Materials
SSRN Electronic Journal · 2026-01-01
Luotang Ye, Junwen Chen, YanMao Chen, Jike Liu, Qixian Liu
Read original paper ↗ ·Machine learning-guided revelation of Detwinning-dominated cryogenic plasticity in Nano-twinned Cu-Ag alloys
Materials Characterization · 2026-03-09
Pengtao Li, Chenke Ding, Yutong Song, Yihui Jiang, Fei Cao, Yanfang Wang, Zhongyi Ding, Yuanxi Liu, Ruihan Zhang, Yong Gao
Read original paper ↗ ·Machine learning for predicting Young’s modulus of soft tissues based on appropriate contact model from atomic force microscopy data
International Journal of Solids and Structures · 2026-08-22
Maryam Abdoli, Moein Taheri
Read original paper ↗ ·LSTM-based prediction of mechanical performance of nanocrystalline Ni–Al alloys with diverse nanostructures
Journal of Materials Research and Technology · 2026-09-13
Zhijia Qin, Sheng Zhang, Linli Zhu, Jiaqi Zhu, Dongfeng Li, Ligang Sun
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