| Synthesizing controlled microstructures of porous media using generative adversarial networks and reinforcement learning PCH Nguyen, NN Vlassis, B Bahmani, WC Sun, HS Udaykumar, SS Baek Scientific reports 12 (1), 9034, 2022 | 53 | 2022 |
| Voronoi tessellation based statistical volume element characterization for use in fracture modeling KA Acton, SC Baxter, B Bahmani, PL Clarke, R Abedi Computer Methods in Applied Mechanics and Engineering 336, 135-155, 2018 | 38 | 2018 |
| A kd-tree-accelerated hybrid data-driven/model-based approach for poroelasticity problems with multi-fidelity multi-physics data B Bahmani, WC Sun Computer Methods in Applied Mechanics and Engineering 382, 113868, 2021 | 36 | 2021 |
| Application of an enriched FEM technique in thermo-mechanical contact problems AR Khoei, B Bahmani Computational Mechanics 62, 1127-1154, 2018 | 34 | 2018 |
| A review on data-driven constitutive laws for solids JN Fuhg, G Anantha Padmanabha, N Bouklas, B Bahmani, WC Sun, ... Archives of Computational Methods in Engineering, 1-43, 2024 | 29 | 2024 |
| Training multi-objective/multi-task collocation physics-informed neural network with student/teachers transfer learnings B Bahmani, WC Sun arXiv preprint arXiv:2107.11496, 2021 | 28 | 2021 |
| Manifold embedding data-driven mechanics B Bahmani, WC Sun Journal of the Mechanics and Physics of Solids 166, 104927, 2022 | 27 | 2022 |
| Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation X Sun, B Bahmani, NN Vlassis, WC Sun, Y Xu Granular Matter 24, 1-32, 2022 | 23 | 2022 |
| A stochastic bulk damage model based on mohr-coulomb failure criterion for dynamic rock fracture B Bahmani, R Abedi, PL Clarke Applied Sciences 9 (5), 830, 2019 | 23 | 2019 |
| Automated homogenization-based fracture analysis: Effects of SVE size and boundary condition B Bahmani, M Yang, A Nagarajan, PL Clarke, S Soghrati, R Abedi Computer Methods in Applied Mechanics and Engineering 345, 701-727, 2019 | 21 | 2019 |
| Effect of the spatial inhomogeneity of fracture strength on fracture pattern for quasi-brittle materials PL Clarke, R Abedi, B Bahmani, KA Acton, SC Baxter ASME International Mechanical Engineering Congress and Exposition 58448 …, 2017 | 20 | 2017 |
| Equivariant geometric learning for digital rock physics: estimating formation factor and effective permeability tensors from morse graph C Cai, N Vlassis, L Magee, R Ma, Z Xiong, B Bahmani, TF Wong, Y Wang, ... International Journal for Multiscale Computational Engineering 21 (5), 2023 | 17 | 2023 |
| Discovering interpretable elastoplasticity models via the neural polynomial method enabled symbolic regressions B Bahmani, HS Suh, WC Sun Computer Methods in Applied Mechanics and Engineering 422, 116827, 2024 | 15 | 2024 |
| Physics‐constrained symbolic model discovery for polyconvex incompressible hyperelastic materials B Bahmani, WC Sun International Journal for Numerical Methods in Engineering 125 (15), e7473, 2024 | 13 | 2024 |
| Effect of volume element geometry on convergence to a representative volume K Acton, C Sherod, B Bahmani, R Abedi ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part B …, 2019 | 12 | 2019 |
| Distance-preserving manifold denoising for data-driven mechanics B Bahmani, WC Sun Computer Methods in Applied Mechanics and Engineering 405, 115857, 2023 | 8 | 2023 |
| A resolution independent neural operator B Bahmani, S Goswami, IG Kevrekidis, MD Shields arXiv preprint arXiv:2407.13010, 2024 | 7 | 2024 |
| A bulk damage model for modeling dynamic fracture in rock B Bahmani, R Abedi, PL Clarke ARMA US Rock Mechanics/Geomechanics Symposium, ARMA-2018-826, 2018 | 7 | 2018 |
| Asynchronous spacetime discontinuous Galerkin formulation for a hyperbolic time-delay bulk damage model B Bahmani, R Abedi Journal of Engineering Mechanics 145 (10), 04019075, 2019 | 6 | 2019 |
| Mesoscale models characterizing material property fields used as a basis for predicting fracture patterns in quasi-brittle materials KA Acton, SC Baxter, B Bahmani, PL Clarke, R Abedi ASME International Mechanical Engineering Congress and Exposition 58448 …, 2017 | 5 | 2017 |
WaiChing SunAssociate Professor of Civil Engineering and Engineering Mechanics, Columbia UniversityBestätigte E-Mail-Adresse bei columbia.edu