| A generalized approximate control variate framework for multifidelity uncertainty quantification AA Gorodetsky, G Geraci, MS Eldred, JD Jakeman Journal of Computational Physics 408, 109257, 2020 | 151 | 2020 |
| Dakota A Multilevel Parallel Object-Oriented Framework for Design Optimization Parameter Estimation Uncertainty Quantification and Sensitivity Analysis: Version 6.12 Theory Manual. K Dalbey, MS Eldred, G Geraci, JD Jakeman, KA Maupin, JA Monschke, ... Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2020 | 114* | 2020 |
| A multifidelity multilevel Monte Carlo method for uncertainty propagation in aerospace applications G Geraci, MS Eldred, G Iaccarino 19th AIAA Non-Deterministic Approaches Conference, 1951, 2017 | 99 | 2017 |
| Multilevel and multifidelity uncertainty quantification for cardiovascular hemodynamics CM Fleeter, G Geraci, DE Schiavazzi, AM Kahn, AL Marsden Computer Methods in Applied Mechanics and Engineering 365, 113030, 2020 | 89 | 2020 |
| Adaptive multi‐index collocation for uncertainty quantification and sensitivity analysis JD Jakeman, MS Eldred, G Geraci, A Gorodetsky International Journal for Numerical Methods in Engineering 121 (6), 1314-1343, 2020 | 59 | 2020 |
| A multifidelity control variate approach for the multilevel Monte Carlo technique G Geraci, MS Eldred, G Iaccarino Center for Turbulence Research Annual Research Briefs 2015, 169-181, 2015 | 55 | 2015 |
| Multi-fidelity uncertainty quantification of irradiated particle-laden turbulence L Jofre, G Geraci, H Fairbanks, A Doostan, G Iaccarino arXiv preprint arXiv:1801.06062, 2018 | 46 | 2018 |
| Global Sensitivity Analysis and Estimation of Model Error, Toward Uncertainty Quantification in Scramjet Computations X Huan, C Safta, K Sargsyan, G Geraci, MS Eldred, ZP Vane, G Lacaze, ... AIAA Journal 56 (3), 1170-1184, 2018 | 43 | 2018 |
| A Bi-Fidelity Approach for Uncertainty Quantification of Heat Transfer in a Rectangular Ribbed Channel A Doostan, G Geraci, G Iaccarino ASME Turbo Expo 2016: Turbomachinery Technical Conference and Exposition …, 2016 | 42 | 2016 |
| MFNets: Multi-fidelity data-driven networks for bayesian learning and prediction AA Gorodetsky, JD Jakeman, G Geraci, MS Eldred International Journal for Uncertainty Quantification 10 (6), 2020 | 40 | 2020 |
| Bi-fidelity approximation for uncertainty quantification and sensitivity analysis of irradiated particle-laden turbulence HR Fairbanks, L Jofre, G Geraci, G Iaccarino, A Doostan Journal of Computational Physics 402, 108996, 2020 | 38 | 2020 |
| MFNets: data efficient all-at-once learning of multifidelity surrogates as directed networks of information sources AA Gorodetsky, JD Jakeman, G Geraci Computational Mechanics 68 (4), 741-758, 2021 | 32 | 2021 |
| High-order statistics in global sensitivity analysis: decomposition and model reduction G Geraci, PM Congedo, R Abgrall, G Iaccarino Computer Methods in Applied Mechanics and Engineering, 2016 | 32 | 2016 |
| Effects of particle polydispersity on radiative heat transfer in particle-laden turbulent flows M Rahmani, G Geraci, G Iaccarino, A Mani International Journal of Multiphase Flow 104, 42-59, 2018 | 28 | 2018 |
| Recent advancements in Multilevel-Multifidelity techniques for forward UQ in the DARPA Sequoia project G Geraci, MS Eldred, A Gorodetsky, J Jakeman AIAA Scitech 2019 Forum, 0722, 2019 | 26 | 2019 |
| TSI metamodels-based multi-objective robust optimization P Marco Congedo, G Geraci, R Abgrall, V Pediroda, L Parussini Engineering Computations 30 (8), 1032-1053, 2013 | 22 | 2013 |
| A one-time truncate and encode multiresolution stochastic framework R Abgrall, PM Congedo, G Geraci Journal of Computational Physics 257, 19-56, 2014 | 21 | 2014 |
| Multifidelity uncertainty quantification with models based on dissimilar parameters X Zeng, G Geraci, M Eldred, J Jakeman, A Gorodetsky, R Ghanem Computer Methods in Applied Mechanics and Engineering 415, 116205, 2023 | 17 | 2023 |
| LEVERAGING ACTIVE DIRECTIONS FOR EFFICIENT MULTIFIDELITY UQ G Geraci, MS Eldred, AA Gorodetsky, JD Jakeman 7th European Conference on Computational Fluid Dynamics (ECFD 7), 2018 | 16* | 2018 |
| Multifidelity data fusion in convolutional encoder/decoder networks L Partin, G Geraci, AA Rushdi, MS Eldred, DE Schiavazzi Journal of Computational Physics 472, 111666, 2023 | 15 | 2023 |
Alex GorodetskyAssociate Professor of Aerospace Engineering, University of MichiganEmail verificata su umich.edu
