Youssef Marzouk

Cited by

	All	Since 2019
Citations	8581	5723
h-index	44	40
i10-index	105	92

1200

600

300

900

20072008200920102011201220132014201520162017201820192020202120222023202423 31 46 74 147 170 216 236 311 394 472 598 762 848 871 1035 1112 1080

Public access

View all

116 articles

2 articles

available

not available

Based on funding mandates

Co-authors

Habib NajmSandia National LaboratoriesVerified email at sandia.gov
Ricardo Baptistavon Karman Instructor, California Institute of TechnologyVerified email at caltech.edu
Tiangang CuiUniversity of SydneyVerified email at sydney.edu.au
Ahmed F GhoniemProfessor of Mechanical Engineering, Massachusetts Institute of TechnologyVerified email at mit.edu
Alessio SpantiniMassachusetts Institute of TechnologyVerified email at mit.edu
Karen WillcoxOden Institute for Computational Engineering and Sciences, UT AustinVerified email at oden.utexas.edu
Olivier ZahmINRIAVerified email at inria.fr
Bart van Bloemen WaandersSandia National LaboratoriesVerified email at sandia.gov
Matthew ParnoSolea EnergyVerified email at soleaenergy.com
Daniele BigoniData Science Team Leader at Ammagamma S.r.l.Verified email at mit.edu
Jaideep RaySandia National LaboratoriesVerified email at sandia.gov
Xun HuanAssociate Professor of Mechanical Engineering, University of MichiganVerified email at umich.edu
Tarek MoselhyMassachusetts Institute of TechnologyVerified email at mit.edu
Omar GhattasProfessor & Cockrell endowed chair, Mechanical Engineering & Oden Institute, Univ of Texas at AustinVerified email at ices.utexas.edu
Alex GorodetskyAssociate Professor of Aerospace Engineering, University of MichiganVerified email at umich.edu
Patrick R. ConradMassachusetts Institute of TechnologyVerified email at mit.edu
Kody J. H. LawProfessor at the University of Manchester and AI Research Scientist at MetaVerified email at meta.com
Sertac KaramanProfessor of Aeronautics and Astronautics, Massachusetts Institute of TechnologyVerified email at mit.edu
Anne WhiteMITVerified email at mit.edu
Martin GreenwaldMIT - Plasma Science & Fusion CenterVerified email at alum.mit.edu

Youssef Marzouk

Professor, Massachusetts Institute of Technology

Verified email at mit.edu - Homepage

computational mathematics uncertainty quantification inverse problems data assimilation Bayesian statistics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	590	2007
Simulation-based optimal Bayesian experimental design for nonlinear systems X Huan, YM Marzouk Journal of Computational Physics 232 (1), 288-317, 2013	495	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	487	2009
A stochastic collocation approach to Bayesian inference in inverse problems Y Marzouk, D Xiu Communications in Computational Physics 6 (4), 826-847, 2009	352	2009
Bayesian inference with optimal maps TA El Moselhy, YM Marzouk Journal of Computational Physics 231 (23), 7815-7850, 2012	350	2012
Sampling via measure transport: An introduction Y Marzouk, T Moselhy, M Parno, A Spantini Handbook of uncertainty quantification 1, 2, 2016	276*	2016
Dimension-independent likelihood-informed MCMC T Cui, KJH Law, YM Marzouk Journal of Computational Physics 304, 109-137, 2016	224	2016
Large-scale inverse problems and quantification of uncertainty L Biegler, G Biros, O Ghattas, M Heinkenschloss, D Keyes, B Mallick, ... Wiley, 2011	215	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	211	2015
Adaptive Smolyak pseudospectral approximations PR Conrad, YM Marzouk SIAM Journal on Scientific Computing 35 (6), A2643-A2670, 2013	204	2013
Transport map accelerated Markov chain Monte Carlo M Parno, Y Marzouk SIAM/ASA Journal on Uncertainty Quantification 6 (2), 645–682, 2018	202	2018
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	189	2010
Likelihood-informed dimension reduction for nonlinear inverse problems T Cui, J Martin, YM Marzouk, A Solonen, A Spantini Inverse Problems 30 (11), 114015, 2014	188	2014
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	171	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	148	2015
Multifidelity importance sampling B Peherstorfer, T Cui, Y Marzouk, K Willcox Computer Methods in Applied Mechanics and Engineering 300, 490-509, 2016	144	2016
Gradient-based stochastic optimization methods in Bayesian experimental design X Huan, YM Marzouk International Journal for Uncertainty Quantification 4 (6), 2014	140	2014
Accelerating asymptotically exact MCMC for computationally intensive models via local approximations PR Conrad, YM Marzouk, NS Pillai, A Smith Journal of the American Statistical Association 111 (516), 1591-1607, 2016	139	2016
Inference via low-dimensional couplings A Spantini, D Bigoni, Y Marzouk Journal of Machine Learning Research 19 (66), 1-71, 2018	138	2018
A Stein variational Newton method G Detommaso, T Cui, Y Marzouk, A Spantini, R Scheichl Advances in Neural Information Processing Systems 31, 2018	136	2018

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Follow

Cited by

Co-authors