Youssef Marzouk
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
4242007
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
3382009
A stochastic collocation approach to Bayesian inference in inverse problems
Y Marzouk, D Xiu
Communications in Computational Physics 6 (4), 826-847, 2009
2552009
Simulation-based optimal Bayesian experimental design for nonlinear systems
X Huan, YM Marzouk
Journal of Computational Physics 232 (1), 288-317, 2013
2262013
Bayesian inference with optimal maps
TA El Moselhy, YM Marzouk
Journal of Computational Physics 231 (23), 7815-7850, 2012
1842012
Large-scale inverse problems and quantification of uncertainty
L Biegler, G Biros, O Ghattas, M Heinkenschloss, D Keyes, B Mallick, ...
Wiley, 2011
1292011
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
1202009
Adaptive Smolyak pseudospectral approximations
PR Conrad, YM Marzouk
SIAM Journal on Scientific Computing 35 (6), A2643-A2670, 2013
1152013
Dynamic response of strained premixed flames to equivalence ratio gradients
YM Marzouk, AF Ghoniem, HN Najm
MASSACHUSETTS INST OF TECH CAMBRIDGE DEPT OF MECHANICAL ENGINEERING, 2000
1102000
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 123149, 2010
1052010
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
1032015
Likelihood-informed dimension reduction for nonlinear inverse problems
T Cui, J Martin, YM Marzouk, A Solonen, A Spantini
Inverse Problems 30 (11), 114015, 2014
992014
Dimension-independent likelihood-informed MCMC
T Cui, KJH Law, YM Marzouk
Journal of Computational Physics 304, 109-137, 2016
912016
Sampling via measure transport: An introduction
Y Marzouk, T Moselhy, M Parno, A Spantini
Handbook of Uncertainty Quantification, 1-41, 2016
81*2016
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
782015
Transport map accelerated Markov chain Monte Carlo
M Parno, Y Marzouk
SIAM/ASA Journal on Uncertainty Quantification 6 (2), 645–682, 2018
722018
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
70*2016
Multifidelity importance sampling
B Peherstorfer, T Cui, Y Marzouk, K Willcox
Computer Methods in Applied Mechanics and Engineering 300, 490-509, 2016
662016
Gradient-based stochastic optimization methods in Bayesian experimental design
X Huan, Y Marzouk
International Journal for Uncertainty Quantification 4 (6), 2014
642014
K-means clustering for optimal partitioning and dynamic load balancing of parallel hierarchical N-body simulations
YM Marzouk, AF Ghoniem
Journal of Computational Physics 207 (2), 493-528, 2005
642005
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Articles 1–20