Ramin Bostanabad

Ramin Bostanabad

University of California Irvine - Irvine / United States
Engineering & Technology / Computer Science
AD Scientific Index ID: 1750033
person_outline Ramin Bostanabad's MOST POPULAR ARTICLES
1-) A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionalityMA Bessa, R Bostanabad, Z Liu, A Hu, DW Apley, C Brinson, W Chen, ...Computer Methods in Applied Mechanics and Engineering 320, 633-667, 20173852017
2-) Deep learning predicts path-dependent plasticityM Mozaffar, R Bostanabad, W Chen, K Ehmann, J Cao, MA BessaProceedings of the National Academy of Sciences 116 (52), 26414-26420, 20192512019
3-) Computational microstructure characterization and reconstruction: Review of the state-of-the-art techniquesR Bostanabad, Y Zhang, X Li, T Kearney, LC Brinson, DW Apley, WK Liu, ...Progress in Materials Science 95, 1-41, 20182442018
4-) Stochastic microstructure characterization and reconstruction via supervised learningR Bostanabad, AT Bui, W Xie, DW Apley, W ChenActa Materialia 103, 89-102, 20162302016
5-) Uncertainty quantification in multiscale simulation of woven fiber compositesR Bostanabad, B Liang, J Gao, WK Liu, J Cao, D Zeng, X Su, H Xu, Y Li, ...Computer Methods in Applied Mechanics and Engineering 338, 506-532, 20181462018