Miguel A. Bessa
Miguel A. Bessa
Associate Professor, Brown University
Verified email at - Homepage
Cited by
Cited by
A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality
MA Bessa, R Bostanabad, Z Liu, A Hu, DW Apley, C Brinson, W Chen, ...
Computer Methods in Applied Mechanics and Engineering 320, 633-667, 2017
Self-consistent clustering analysis: an efficient multi-scale scheme for inelastic heterogeneous materials
Z Liu, MA Bessa, WK Liu
Computer Methods in Applied Mechanics and Engineering 306, 319-341, 2016
Deep learning predicts path-dependent plasticity
M Mozaffar, R Bostanabad, W Chen, K Ehmann, J Cao, MA Bessa
Proceedings of the National Academy of Sciences 116 (52), 26414-26420, 2019
A meshfree unification: reproducing kernel peridynamics
MA Bessa, JT Foster, T Belytschko, WK Liu
Computational Mechanics 53 (6), 1251-1264, 2014
Modeling the inelastic deformation and fracture of polymer composites–Part II: Smeared crack model
PP Camanho, MA Bessa, G Catalanotti, M Vogler, R Rolfes
Mechanics of Materials 59, 36-49, 2013
Bayesian machine learning in metamaterial design: Fragile becomes supercompressible
MA Bessa, P Glowacki, M Houlder
Advanced Materials 31 (48), 1904845, 2019
High-fidelity micro-scale modeling of the thermo-visco-plastic behavior of carbon fiber polymer matrix composites
X Bai, MA Bessa, AR Melro, PP Camanho, L Guo, WK Liu
Composite Structures 134, 132-141, 2015
Wave dispersion and basic concepts of peridynamics compared to classical nonlocal damage models
ZP Bažant, W Luo, VT Chau, MA Bessa
Journal of Applied Mechanics 83 (11), 2016
Predicting the macroscopic fracture energy of epoxy resins from atomistic molecular simulations
Z Meng, MA Bessa, W Xia, W Kam Liu, S Keten
Macromolecules 49 (24), 9474-9483, 2016
A multiscale model for the quasi-static thermo-plastic behavior of highly cross-linked glassy polymers
N Vu-Bac, MA Bessa, T Rabczuk, WK Liu
Macromolecules 48 (18), 6713-6723, 2015
Mechanics of hybrid polymer composites: analytical and computational study
RP Tavares, AR Melro, MA Bessa, A Turon, WK Liu, PP Camanho
Computational Mechanics 57 (3), 405-421, 2016
Characterization of ultra-thin composite triangular rollable and collapsible booms
C Leclerc, LL Wilson, MA Bessa, S Pellegrino
4th AIAA spacecraft structures conference, 0172, 2017
Design of ultra-thin shell structures in the stochastic post-buckling range using Bayesian machine learning and optimization
MA Bessa, S Pellegrino
International Journal of Solids and Structures 139, 174-188, 2018
A numerical Bayesian-calibrated characterization method for multiscale prepreg preforming simulations with tension-shear coupling
W Zhang, R Bostanabad, B Liang, X Su, D Zeng, MA Bessa, Y Wang, ...
Composites Science and Technology 170, 15-24, 2019
The effect of through-thickness compressive stress on mode II interlaminar crack propagation: A computational micromechanics approach
LF Varandas, A Arteiro, MA Bessa, AR Melro, G Catalanotti
Composite Structures 182, 326-334, 2017
Prediction of size effects in open-hole laminates using only the Young’s modulus, the strength, and the R-curve of the 0 ply
C Furtado, A Arteiro, MA Bessa, BL Wardle, PP Camanho
Composites Part A: Applied Science and Manufacturing 101, 306-317, 2017
Spiderweb nanomechanical resonators via bayesian optimization: inspired by nature and guided by machine learning
D Shin, A Cupertino, MHJ de Jong, PG Steeneken, MA Bessa, RA Norte
Advanced Materials 34 (3), 2106248, 2022
A method for modeling the transition of weak discontinuities to strong discontinuities: from interfaces to cracks
J Zhao, MA Bessa, J Oswald, Z Liu, T Belytschko
International Journal for Numerical Methods in Engineering 105 (11), 834-854, 2016
A methodology to generate design allowables of composite laminates using machine learning
C Furtado, LF Pereira, RP Tavares, M Salgado, F Otero, G Catalanotti, ...
International Journal of Solids and Structures 233, 111095, 2021
Reproducing kernel particle method for solving partial differential equations
JS Chen, WK Liu, MC Hillman, SW Chi, Y Lian, MA Bessa
Encyclopedia of Computational Mechanics Second Edition, 1-44, 2017
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Articles 1–20