| Topology optimization under uncertainty via non-intrusive polynomial chaos expansion V Keshavarzzadeh, F Fernandez, DA Tortorelli Computer Methods in Applied Mechanics and Engineering 318, 120-147, 2017 | 130 | 2017 |
| Gradient based design optimization under uncertainty via stochastic expansion methods V Keshavarzzadeh, H Meidani, DA Tortorelli Computer Methods in Applied Mechanics and Engineering 306, 47-76, 2016 | 74 | 2016 |
| Numerical Integration in Multiple Dimensions with Designed Quadrature V Keshavarzzadeh, RM Kirby, A Narayan SIAM Journal on Scientific Computing 40 (4), A2033-A2061, 2018 | 63 | 2018 |
| Reliability-based lifecycle management for corroding pipelines M Mishra, V Keshavarzzadeh, A Noshadravan Structural safety 76, 1-14, 2019 | 59 | 2019 |
| Parametric topology optimization with multiresolution finite element models V Keshavarzzadeh, RM Kirby, A Narayan International Journal for Numerical Methods in Engineering 119 (7), 567-589, 2019 | 36 | 2019 |
| Image-Based Multiresolution Topology Optimization Using Deep Disjunctive Normal Shape Model V Keshavarzzadeh, M Alirezaei, T Tasdizen, RM Kirby Computer-Aided Design 130, 102947, 2021 | 29 | 2021 |
| Shape optimization under uncertainty for rotor blades of horizontal axis wind turbines V Keshavarzzadeh, RG Ghanem, DA Tortorelli Computer methods in applied mechanics and engineering 354, 271-306, 2019 | 29 | 2019 |
| Stress-based topology optimization under uncertainty via simulation-based Gaussian process V Keshavarzzadeh, RM Kirby, A Narayan Computer Methods in Applied Mechanics and Engineering 365, 112992, 2020 | 24 | 2020 |
| Convergence acceleration of polynomial chaos solutions via sequence transformation V Keshavarzzadeh, RG Ghanem, SF Masri, OJ Aldraihem Computer Methods in Applied Mechanics and Engineering 271, 167-184, 2014 | 18 | 2014 |
| Machine learning in heterogeneous porous materials M D'Elia, H Deng, C Fraces, K Garikipati, L Graham-Brady, A Howard, ... arXiv preprint arXiv:2202.04137, 2022 | 14 | 2022 |
| Robust multiphase topology optimization accounting for manufacturing uncertainty via stochastic collocation V Keshavarzzadeh, KA James Structural and Multidisciplinary Optimization 60 (6), 2461-2476, 2019 | 14 | 2019 |
| Robust topology optimization with low rank approximation using artificial neural networks V Keshavarzzadeh, RM Kirby, A Narayan Computational Mechanics 68 (6), 1297-1323, 2021 | 13 | 2021 |
| Robust topology optimization using variational autoencoders RJ Gladstone, MA Nabian, V Keshavarzzadeh, H Meidani arXiv preprint arXiv:2107.10661, 2021 | 13 | 2021 |
| Shared-gaussian process: Learning interpretable shared hidden structure across data spaces for design space analysis and exploration W Xing, SY Elhabian, V Keshavarzzadeh, RM Kirby Journal of Mechanical Design 142 (8), 081707, 2020 | 13 | 2020 |
| Probabilistic approach to NASA Langley research center multidisciplinary uncertainty quantification challenge problem R Ghanem, I Yadegaran, C Thimmisetty, V Keshavarzzadeh, S Masri, ... Journal of Aerospace Information Systems 12 (1), 170-188, 2015 | 13 | 2015 |
| Hybrid topology/shape optimization under uncertainty for actively-cooled nature-inspired microvascular composites R Pejman, V Keshavarzzadeh, AR Najafi Computer Methods in Applied Mechanics and Engineering 375, 113624, 2021 | 12 | 2021 |
| Convergence acceleration for time-dependent parametric multifidelity models V Keshavarzzadeh, RM Kirby, A Narayan SIAM Journal on Numerical Analysis 57 (3), 1344-1368, 2019 | 9 | 2019 |
| Designed Quadrature to Approximate Integrals in Maximum Simulated Likelihood Estimation P Bansal, V Keshavarzzadeh, A Guevara, RA Daziano, S Li The Econometrics Journal, 2021 | 8 | 2021 |
| A bandit-learning approach to multifidelity approximation Y Xu, V Keshavarzzadeh, RM Kirby, A Narayan SIAM Journal on Scientific Computing 44 (1), A150-A175, 2022 | 6 | 2022 |
| Variational inference for nonlinear inverse problems via neural net kernels: Comparison to Bayesian neural networks, application to topology optimization V Keshavarzzadeh, RM Kirby, A Narayan Computer Methods in Applied Mechanics and Engineering 400, 115495, 2022 | 4 | 2022 |
Robert M. Kirby OR R.M. KirbySchool of Computing, University of UtahOverená e-mailová adresa na: cs.utah.edu