Alex Gorodetsky

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Gianluca GeraciSandia National LaboratoriesVerifierad e-postadress på sandia.gov
John JakemanPrincipal Member of Technical Staff, Sandia National LaboratoriesVerifierad e-postadress på sandia.gov
Youssef MarzoukProfessor, Massachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
Sertac KaramanProfessor of Aeronautics and Astronautics, Massachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
Nicholas GaliotoEngineering Postdoc, University of MichiganVerifierad e-postadress på umich.edu
Benjamin JornsAssociate Professor, University of MichiganVerifierad e-postadress på umich.edu
Hang YangUniversity of Michigan, Ann ArborVerifierad e-postadress på umich.edu
Kon-Well WangA. Galip Ulsoy Distinguished University Professor & Stephen P. Timoshenko Professor, U. of MichiganVerifierad e-postadress på umich.edu
Boris KramerUniversity of California San DiegoVerifierad e-postadress på ucsd.edu
Ezra TalResearch Scientist, Massachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
Shravan VeerapaneniUniversity of MichiganVerifierad e-postadress på umich.edu
david gorsichU.S. Army and M.I.T.Verifierad e-postadress på mail.mil
Geoffrey BomaritoThe National Aeronautics and Space AdministrationVerifierad e-postadress på nasa.gov
James E. WarnerNASA Langley Research CenterVerifierad e-postadress på cornell.edu
Silas AlbenUniversity of MichiganVerifierad e-postadress på umich.edu
Robert D. DeeganUniversity of MichiganVerifierad e-postadress på umich.edu
Luca CarloneAssociate Professor, Massachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
Winter J GuerraMasters of Engineering Student, Massachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
Thomas Sayre-McCordMassachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
Fabian RietherMassachusetts Institute of TechnologyVerifierad e-postadress på mit.edu

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Alex Gorodetsky

Associate Professor of Aerospace Engineering, University of Michigan

Verifierad e-postadress på umich.edu - Startsida

Decision making under uncertainty statistical inference Bayesian inference uncertainty


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
A Generalized Approximate Control Variate Framework for Multifidelity Uncertainty Quantification AA Gorodetsky, G Geraci, MS Eldred, J Jakeman Journal of Computational Physics 408, 109257, 2020	151	2020
A continuous analogue of the tensor-train decomposition AA Gorodetsky, S Karaman, YM Marzouk Computer Methods in Applied Mechanics and Engineering 347, 59-84, 2018	114*	2018
High-dimensional stochastic optimal control using continuous tensor decompositions A Gorodetsky, S Karaman, Y Marzouk The International Journal of Robotics Research 37 (2-3), 340-377, 2018	64	2018
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
Visual-Inertial Navigation Algorithm Development Using Photorealistic Camera Simulation in the Loop T Sayre-McCord, W Guerra, A Antonini, J Arneberg, A Brown, ... 2018 IEEE International Conference on Robotics and Automation (ICRA), 2566-2573, 2018	52	2018
Gradient-based Optimization for Regression in the Functional Tensor-Train Format AA Gorodetsky, JD Jakeman Journal of Computational Physics 374, 1219--1238, 2018	51	2018
Efficient High-Dimensional Stochastic Optimal Motion Control using Tensor-Train Decomposition. AA Gorodetsky, S Karaman, YM Marzouk Robotics: Science and Systems, 2015	50	2015
Mercer kernels and integrated variance experimental design: connections between Gaussian process regression and polynomial approximation A Gorodetsky, Y Marzouk SIAM/ASA Journal on Uncertainty Quantification 4 (1), 796-828, 2016	45	2016
MFNETS: multifidelity data-driven networks for Bayesian learning and prediction AA Gorodetsky, JD Jakeman, G Geraci, MS Eldred International Journal for Uncertainty Quantification 10 (6), 595-622, 2020	40	2020
Efficient localization of discontinuities in complex computational simulations A Gorodetsky, Y Marzouk SIAM Journal on Scientific Computing 36 (6), A2584-A2610, 2014	40	2014
Bayesian System ID: Optimal management of parameter, model, and measurement uncertainty N Galioto, A Gorodetsky Nonlinear Dynamics 102, 241-267, 2020	39	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	34	2021
System Identification via CUR-factored Hankel Approximation B Kramer, AA Gorodetsky SIAM Journal on Scientific Computing 40 (2), A848-A866, 2018	33	2018
Functional Tensor-Train Chebyshev Method for Multidimensional Quantum Dynamics Simulations MB Soley, P Bergold, AA Gorodetsky, VS Batista Journal of Chemical Theory and Computation 18 (1), 25-36, 2021	32	2021
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
Ensemble Approximate Control Variate Estimators: Applications to MultiFidelity Importance Sampling T Pham, AA Gorodetsky SIAM/ASA Journal on Uncertainty Quantification 10 (3), 1250-1292, 2022	20	2022
Multifidelity uncertainty quantification with models based on dissimilar parameters X Zeng, G Geraci, MS Eldred, JD Jakeman, AA Gorodetsky, R Ghanem Computer Methods in Applied Mechanics and Engineering 415, 116205, 2023	17	2023
Adaptive experimental design for multi‐fidelity surrogate modeling of multi‐disciplinary systems JD Jakeman, S Friedman, M Eldred, L Tamellini, AA Gorodetsky, D Allaire International Journal for Numerical Methods in Engineering, 2022	17	2022
Uncertainty Quantification of Electrospray Thruster Array Lifetime BA Jorns, A Gorodetsky, I Lasky, A Kimber, P Dahl, BS Peter, R Dressler Proceedings of the 36th International Electric Propulsion Conference, Vienna …, 2019	17	2019
Leveraging active directions for efficient multifidelity uq G Geraci, MS Eldred, AA Gorodetsky, JD Jakeman 6th European Conference on Computational Mechanics—7th European Conference …, 2018	16*	2018

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