Alex Gorodetsky

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Gianluca GeraciSandia National Laboratories, Center for Computing Research -- Senior Member of Technical StaffVerifierad 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 KaramanAssociate Professor of Aeronautics and Astronautics, Massachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
Ezra TalPhD Student, Massachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
Luca CarloneAssistant 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
Boris KramerUniversity of California San DiegoVerifierad e-postadress på eng.ucsd.edu
Cosmin SaftaSandia National LabsVerifierad e-postadress på sandia.gov
Benjamin JornsAssistant Professor, University of MichiganVerifierad e-postadress på umich.edu
Khachik SargsyanSandia National LaboratoriesVerifierad e-postadress på sandia.gov
John Irvin AloraMassachusetts Institute of TechnologyVerifierad e-postadress på alum.mit.edu
Nicholas GaliotoAerospace Engineering PhD Student, University of MichiganVerifierad e-postadress på umich.edu
Silas AlbenUniversity of MichiganVerifierad e-postadress på umich.edu
Robert D. DeeganUniversity of MichiganVerifierad e-postadress på umich.edu
Hadi SalehiPostdoctoral Fellow, University of MichiganVerifierad e-postadress på umich.edu
Saibal DeGraduate Student, University of MichiganVerifierad e-postadress på umich.edu
Bart van Bloemen WaandersSandia National LaboratoriesVerifierad e-postadress på sandia.gov

Alex Gorodetsky

Assistant Professor of Aerospace Engineering, University of Michigan

Verifierad e-postadress på umich.edu - Startsida

Decision making under uncertainty Bayesian inference uncertainty quantification stochastic optimal control


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
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	39*	2018
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	37	2016
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	36*	2020
Efficient High-Dimensional Stochastic Optimal Motion Control using Tensor-Train Decomposition. AA Gorodetsky, S Karaman, YM Marzouk Robotics: Science and Systems, 2015	34	2015
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	28	2018
Efficient localization of discontinuities in complex computational simulations A Gorodetsky, Y Marzouk SIAM Journal on Scientific Computing 36 (6), A2584-A2610, 2014	26	2014
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	19	2018
Gradient-based Optimization for Regression in the Functional Tensor-Train Format AA Gorodetsky, JD Jakeman Journal of Computational Physics 374, 1219--1238, 2018	18	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	11	2020
System Identification via CUR-factored Hankel Approximation B Kramer, AA Gorodetsky SIAM Journal on Scientific Computing 40 (2), A848-A866, 2018	11	2018
Continuous low-rank tensor decompositions, with applications to stochastic optimal control and data assimilation AA Gorodetsky Massachusetts Institute of Technology, 2017	8	2017
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	6	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	5*	2018
Multilevel-Multidelity Approaches for Forward UQ in the DARPA SEQUOIA project MS Eldred, G Geraci, A Gorodetsky, J Jakeman 2018 AIAA Non-Deterministic Approaches Conference, 1179, 2018	5	2018
Automated synthesis of low-rank control systems from sc-LTL specifications using tensor-train decompositions JI Alora, A Gorodetsky, S Karaman, Y Marzouk, N Lowry 2016 IEEE 55th Conference on Decision and Control (CDC), 1131-1138, 2016	5	2016
Continuous tensor train-based dynamic programming for high-dimensional zero-sum differential games E Tal, A Gorodetsky, S Karaman 2018 Annual American Control Conference (ACC), 6086-6093, 2018	3	2018
Latent Variable Networks for Multifidelity Uncertainty Quantification and Data Fusion A Gorodetsky, G Geraci, M Eldred, J Jakeman 7th European Conference on Computational Fluid Dynamics (ECFD 7), 11-15, 2018	3	2018
MFNETS: multifidelity data-driven networks for Bayesian learning and prediction AA Gorodetsky, JD Jakeman, G Geraci, MS Eldred https://alexgorodetsky.com/static/papers …, 2020	2	2020
Uncertainty Quantification of Electrospray Thruster Array Lifetime BA Jorns, A Gorodetsky, I Lasky, A Kimber, P Dahl, BS Peter, R Dressler	2	2019
A learning method for the approximation of discontinuous functions for stochastic simulations AA Gorodetsky Massachusetts Institute of Technology, 2012	2	2012

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