Youssef Marzouk

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Habib NajmSandia National LaboratoriesVerifierad e-postadress på sandia.gov
Ricardo BaptistaCalifornia Institute of TechnologyVerifierad e-postadress på caltech.edu
Tiangang CuiUniversity of SydneyVerifierad e-postadress på sydney.edu.au
Ahmed F GhoniemProfessor of Mechanical Engineering, Massachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
Alessio SpantiniMassachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
Karen WillcoxOden Institute for Computational Engineering and Sciences, UT AustinVerifierad e-postadress på oden.utexas.edu
Olivier ZahmINRIAVerifierad e-postadress på inria.fr
Bart van Bloemen WaandersSandia National LaboratoriesVerifierad e-postadress på sandia.gov
Matthew ParnoSolea EnergyVerifierad e-postadress på soleaenergy.com
Daniele BigoniData Science Team Leader at Ammagamma S.r.l.Verifierad e-postadress på mit.edu
Jaideep RaySandia National LaboratoriesVerifierad e-postadress på sandia.gov
Xun HuanAssociate Professor of Mechanical Engineering, University of MichiganVerifierad e-postadress på umich.edu
Tarek MoselhyMassachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
Omar GhattasProfessor & Cockrell endowed chair, Mechanical Engineering & Oden Institute, Univ of Texas at AustinVerifierad e-postadress på ices.utexas.edu
Alex GorodetskyAssociate Professor of Aerospace Engineering, University of MichiganVerifierad e-postadress på umich.edu
Kody J. H. LawProfessor at the University of Manchester and AI Research Scientist at MetaVerifierad e-postadress på meta.com
Patrick R. ConradMassachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
Sertac KaramanProfessor of Aeronautics and Astronautics, Massachusetts Institute of TechnologyVerifierad e-postadress på mit.edu
Anne WhiteMITVerifierad e-postadress på mit.edu
Martin GreenwaldMIT - Plasma Science & Fusion CenterVerifierad e-postadress på alum.mit.edu

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Youssef Marzouk

Professor, Massachusetts Institute of Technology

Verifierad e-postadress på mit.edu - Startsida

computational mathematics uncertainty quantification inverse problems data assimilation Bayesian statistics


Titel Sortera efter citat Sortera efter år Sortera efter titel	Citeras av Citeras av	År
Stochastic spectral methods for efficient Bayesian solution of inverse problems YM Marzouk, HN Najm, LA Rahn Journal of Computational Physics 224 (2), 560-586, 2007	599	2007
Simulation-based optimal Bayesian experimental design for nonlinear systems X Huan, YM Marzouk Journal of Computational Physics 232 (1), 288-317, 2013	528	2013
Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems YM Marzouk, HN Najm Journal of Computational Physics 228 (6), 1862-1902, 2009	502	2009
Bayesian inference with optimal maps TA El Moselhy, YM Marzouk Journal of Computational Physics 231 (23), 7815-7850, 2012	359	2012
A stochastic collocation approach to Bayesian inference in inverse problems Y Marzouk, D Xiu Communications in Computational Physics 6 (4), 826-847, 2009	357	2009
Sampling via measure transport: An introduction Y Marzouk, T Moselhy, M Parno, A Spantini Handbook of uncertainty quantification 1 (2), 2016	305*	2016
Dimension-independent likelihood-informed MCMC T Cui, KJH Law, YM Marzouk Journal of Computational Physics 304, 109-137, 2016	232	2016
Large-scale inverse problems and quantification of uncertainty L Biegler, G Biros, O Ghattas, M Heinkenschloss, D Keyes, B Mallick, ... Wiley, 2011	222	2011
Data‐driven model reduction for the Bayesian solution of inverse problems T Cui, YM Marzouk, KE Willcox International Journal for Numerical Methods in Engineering 102 (5), 966-990, 2015	220	2015
Transport map accelerated Markov chain Monte Carlo M Parno, Y Marzouk SIAM/ASA Journal on Uncertainty Quantification 6 (2), 645–682, 2018	217	2018
Adaptive Smolyak pseudospectral approximations PR Conrad, YM Marzouk SIAM Journal on Scientific Computing 35 (6), A2643-A2670, 2013	212	2013
Likelihood-informed dimension reduction for nonlinear inverse problems T Cui, J Martin, YM Marzouk, A Solonen, A Spantini Inverse Problems 30 (11), 114015, 2014	201	2014
Surrogate and reduced‐order modeling: a comparison of approaches for large‐scale statistical inverse problems M Frangos, Y Marzouk, K Willcox, B van Bloemen Waanders Large‐Scale Inverse Problems and Quantification of Uncertainty, 123-149, 2010	193	2010
Uncertainty quantification in chemical systems HN Najm, BJ Debusschere, YM Marzouk, S Widmer, OP Le Maître International journal for numerical methods in engineering 80 (6‐7), 789-814, 2009	178	2009
Optimal low-rank approximations of Bayesian linear inverse problems A Spantini, A Solonen, T Cui, J Martin, L Tenorio, Y Marzouk SIAM Journal on Scientific Computing 37 (6), A2451-A2487, 2015	158	2015
Multifidelity importance sampling B Peherstorfer, T Cui, Y Marzouk, K Willcox Computer Methods in Applied Mechanics and Engineering 300, 490-509, 2016	153	2016
Gradient-based stochastic optimization methods in Bayesian experimental design X Huan, YM Marzouk International Journal for Uncertainty Quantification 4 (6), 2014	151	2014
Inference via low-dimensional couplings A Spantini, D Bigoni, Y Marzouk Journal of Machine Learning Research 19 (66), 1-71, 2018	147	2018
A Stein variational Newton method G Detommaso, T Cui, Y Marzouk, A Spantini, R Scheichl Advances in Neural Information Processing Systems 31, 2018	145	2018
Adaptive construction of surrogates for the Bayesian solution of inverse problems J Li, YM Marzouk SIAM Journal on Scientific Computing 36 (3), A1163-A1186, 2014	141	2014

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