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Miguel A. Bessa
Miguel A. Bessa
Associate Professor, Brown University
Verified email at brown.edu - Homepage
Title
Cited by
Cited by
Year
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
5402017
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
4922019
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
4382016
Bayesian machine learning in metamaterial design: Fragile becomes supercompressible
MA Bessa, P Glowacki, M Houlder
Advanced Materials 31 (48), 1904845, 2019
2342019
A meshfree unification: reproducing kernel peridynamics
MA Bessa, JT Foster, T Belytschko, WK Liu
Computational Mechanics 53, 1251-1264, 2014
1872014
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
1662013
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), 111004, 2016
1232016
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
1202015
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
1122016
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
952015
Mechanics of hybrid polymer composites: analytical and computational study
RP Tavares, AR Melro, MA Bessa, A Turon, WK Liu, PP Camanho
Computational Mechanics 57, 405-421, 2016
762016
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
752021
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
752018
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
642022
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
602017
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
542019
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
412017
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
372017
Monolithic binary stiffness building blocks for mechanical digital machines
PR Kuppens, MA Bessa, JL Herder, JB Hopkins
Extreme Mechanics Letters 42, 101120, 2021
252021
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 2, 691-734, 2017
252017
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Articles 1–20