Ramin Bostanabad

Deep learning predicts path-dependent plasticity

Mojtaba Mozaffar, Ramin Bostanabad, W. Chen et al. · Proceedings of the National Academy of Sciences · 2019 · 601 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality

Miguel A. Bessa, Ramin Bostanabad, Zeliang Liu et al. · Computer Methods in Applied Mechanics and Engineering · 2017 · 550 citations

Natural Sciences, Materials Engineering, Materials Science +12

Computational microstructure characterization and reconstruction: Review of the state-of-the-art techniques

Ramin Bostanabad, Yichi Zhang, Xiaolin Li et al. · Progress in Materials Science · 2018 · 421 citations

Natural Sciences, Materials Engineering, Materials Science +14

Stochastic microstructure characterization and reconstruction via supervised learning

Ramin Bostanabad, Anh Tuan Bui, Wei Xie et al. · Acta Materialia · 2015 · 211 citations

Natural Sciences, Computer Science, Materials Science +11

Uncertainty quantification in multiscale simulation of woven fiber composites

Ramin Bostanabad, Biao Liang, Jiaying Gao et al. · Computer Methods in Applied Mechanics and Engineering · 2018 · 133 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +16