Edit Profile (opens in new tab) Marzouk, Youssef M. Co-Author Distance Author ID: marzouk.youssef-m Published as: Marzouk, Youssef; Marzouk, Youssef M.; Marzouk, Y. M.; Marzouk, Y. more...less Documents Indexed: 82 Publications since 2005, including 21 Additional arXiv Preprints 2 Contributions as Editor Co-Authors: 116 Co-Authors with 84 Joint Publications 3,117 Co-Co-Authors all top 5 Co-Authors 0 single-authored 11 Cui, Tiangang 9 Spantini, Alessio 7 Zahm, Olivier 6 Baptista, Ricardo 6 Najm, Habib N. 6 Willcox, Karen E. 4 Bigoni, Daniele 4 Ghoniem, Ahmed F. 4 Parno, Matthew D. 4 Peherstorfer, Benjamin 4 Solonen, Antti 4 Wang, Sven 4 Zhang, Benjamin J. 3 Conrad, Patrick R. 3 Debusschere, Bert J. 3 Gorodetsky, Alex Arkady 3 Law, Kody J. H. 3 Reich, Sebastian 3 Tenorio, Luis 3 Zech, Jakob 2 Alsup, Terrence 2 Augustin, Florian 2 Bardsley, Johnathan M. 2 Bungartz, Hans-Joachim 2 Davis, Andrew D. 2 Ghattas, Omar N. 2 Huan, Xun 2 Knio, Omar M. 2 Li, Jinglai 2 Litvinenko, Alexander 2 Matthies, Hermann Georg 2 Maurais, Aimee 2 Menhorn, Friedrich 2 Morzfeld, Matthias 2 Moselhy, Tarek 2 Musolas, Antoni 2 Pillai, Natesh S. 2 Prieur, Clémentine 2 Rahn, Larry A. 2 Ramgraber, Maximilian 2 Sahai, Tuhin 2 Scavino, Marco 2 Schlegel, Fabrice 2 Spiliopoulos, Konstantinos V. 2 Tong, Xin Thomson 2 Wang, Zheng 2 Wee, Daehyun 2 Xiu, Dongbin 1 Absil, Pierre-Antoine 1 Adalsteinsson, Helgi 1 Bal, Guillaume 1 Berry, Robert D. 1 Beskos, Alexandros 1 Biegler, Lorenz T. 1 Biros, George 1 Blanchet, Jose H. 1 Chandramoorthy, Nisha 1 Chen, Yuming 1 Constantine, Paul G. 1 El Moselhy, Tarek A. 1 Eldred, Michael S. 1 Engsig-Karup, Allan P. 1 Falk, Michael L. 1 Geraci, Gianluca 1 Gottwald, Georg A. 1 Goussis, Dimitris A. 1 Hakkarainen, Janne 1 Heinkenschloss, Matthias 1 Hendrickx, Julien M. 1 Hosseini, Bamdad 1 Iskandarani, Mohamed 1 Jagalur-Mohan, Jayanth 1 Jasra, Ajay 1 Karaman, Sertac 1 Keyes, David Elliot 1 Kim, Kitae 1 Kohler, Dominic 1 Kovachki, Nikola B. 1 Lam, Remi R. 1 Langmore, Ian 1 Le Maître, Olivier P. 1 Li, Fengyi 1 Li, Matthew T. C. 1 Liu, Wenqing 1 Mallick, Bani K. 1 Massart, Estelle M. 1 Müller, Johannes 1 Narayan, Akil C. 1 Papaioannou, Iason 1 Petra, Noemi 1 Pidstrigach, Jakiw 1 Ren, Zhi 1 Rhoads, Blane 1 Rizzi, Francesco 1 Sagiv, Amir 1 Salloum, Maher 1 Sanz-Alonso, Daniel 1 Schäfer, Florian 1 Seidl, D. Thomas 1 Smith, Steven Thomas ...and 16 more Co-Authors all top 5 Serials 12 SIAM Journal on Scientific Computing 10 Journal of Computational Physics 6 SIAM/ASA Journal on Uncertainty Quantification 4 Inverse Problems 3 International Journal for Numerical Methods in Engineering 2 Computer Methods in Applied Mechanics and Engineering 2 Journal of Fluid Mechanics 2 Constructive Approximation 2 Journal of Machine Learning Research (JMLR) 2 Statistics and Computing 2 Journal of Computational Physics: X 1 Mathematics of Computation 1 BIT 1 SIAM Journal on Matrix Analysis and Applications 1 SIAM Review 1 Numerical Linear Algebra with Applications 1 Advances in Computational Mathematics 1 Computational Geosciences 1 Combustion Theory and Modelling 1 Multiscale Modeling & Simulation 1 Oberwolfach Reports 1 Communications in Computational Physics 1 Inverse Problems and Imaging 1 International Journal for Uncertainty Quantification 1 Information and Inference all top 5 Fields 49 Statistics (62-XX) 45 Numerical analysis (65-XX) 16 Probability theory and stochastic processes (60-XX) 12 Approximations and expansions (41-XX) 9 Computer science (68-XX) 5 Partial differential equations (35-XX) 4 Systems theory; control (93-XX) 3 Calculus of variations and optimal control; optimization (49-XX) 3 Fluid mechanics (76-XX) 3 Geophysics (86-XX) 3 Operations research, mathematical programming (90-XX) 2 General and overarching topics; collections (00-XX) 2 Linear and multilinear algebra; matrix theory (15-XX) 2 Several complex variables and analytic spaces (32-XX) 2 Functional analysis (46-XX) 2 Differential geometry (53-XX) 2 Biology and other natural sciences (92-XX) 2 Information and communication theory, circuits (94-XX) 1 Combinatorics (05-XX) 1 Dynamical systems and ergodic theory (37-XX) 1 Integral equations (45-XX) 1 Operator theory (47-XX) 1 Mechanics of particles and systems (70-XX) 1 Mechanics of deformable solids (74-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Mathematics education (97-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 55 Publications have been cited 1,238 times in 684 Documents Cited by ▼ Year ▼ Stochastic spectral methods for efficient Bayesian solution of inverse problems. Zbl 1120.65306 Marzouk, Youssef M.; Najm, Habib N.; Rahn, Larry A. 128 2007 Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems. Zbl 1161.65308 Marzouk, Youssef M.; Najm, Habib N. 113 2009 A stochastic collocation approach to Bayesian inference in inverse problems. Zbl 1364.62064 Marzouk, Youssef; Xiu, Dongbin 82 2009 Dimension-independent likelihood-informed MCMC. Zbl 1349.65009 Cui, Tiangang; Law, Kody J. H.; Marzouk, Youssef M. 78 2016 Bayesian inference with optimal maps. Zbl 1318.62087 El Moselhy, Tarek A.; Marzouk, Youssef M. 74 2012 Likelihood-informed dimension reduction for nonlinear inverse problems. Zbl 1310.62030 Cui, T.; Martin, J.; Marzouk, Y. M.; Solonen, A.; Spantini, A. 62 2014 Data-driven model reduction for the Bayesian solution of inverse problems. Zbl 1352.65445 Cui, Tiangang; Marzouk, Youssef M.; Willcox, Karen E. 61 2015 Optimal low-rank approximations of Bayesian linear inverse problems. Zbl 1325.62060 Spantini, Alessio; Solonen, Antti; Cui, Tiangang; Martin, James; Tenorio, Luis; Marzouk, Youssef 47 2015 Adaptive Smolyak pseudospectral approximations. Zbl 1294.41004 Conrad, Patrick R.; Marzouk, Youssef M. 41 2013 Multifidelity importance sampling. Zbl 1426.62087 Peherstorfer, Benjamin; Cui, Tiangang; Marzouk, Youssef; Willcox, Karen 36 2016 Adaptive construction of surrogates for the Bayesian solution of inverse problems. Zbl 1415.65009 Li, Jinglai; Marzouk, Youssef M. 36 2014 Transport map accelerated Markov chain Monte Carlo. Zbl 1394.65004 Parno, Matthew D.; Marzouk, Youssef M. 33 2018 Spectral tensor-train decomposition. Zbl 1347.41006 Bigoni, Daniele; Engsig-Karup, Allan P.; Marzouk, Youssef M. 28 2016 Scalable posterior approximations for large-scale Bayesian inverse problems via likelihood-informed parameter and state reduction. Zbl 1349.65189 Cui, Tiangang; Marzouk, Youssef; Willcox, Karen 27 2016 Large-scale inverse problems and quantification of uncertainty. Zbl 1203.62002 27 2011 Inference via low-dimensional couplings. Zbl 1480.62114 Spantini, Alessio; Bigoni, Daniele; Marzouk, Youssef 25 2018 Gradient-based dimension reduction of multivariate vector-valued functions. Zbl 1433.41007 Zahm, Olivier; Constantine, Paul G.; Prieur, Clémentine; Marzouk, Youssef M. 23 2020 A continuous analogue of the tensor-train decomposition. Zbl 1440.65054 Gorodetsky, Alex; Karaman, Sertac; Marzouk, Youssef 22 2019 Multilevel sequential Monte Carlo with dimension-independent likelihood-informed proposals. Zbl 1395.82229 Beskos, Alexandros; Jasra, Ajay; Law, Kody; Marzouk, Youssef; Zhou, Yan 20 2018 Gradient-based stochastic optimization methods in Bayesian experimental design. Zbl 1497.62069 Huan, Xun; Marzouk, Youssef M. 20 2014 Uncertainty quantification in chemical systems. Zbl 1176.92059 Najm, H. N.; Debusschere, B. J.; Marzouk, Y. M.; Widmer, S.; Le Maître, O. P. 19 2009 Bayesian inverse problems with \(l_1\) priors: a randomize-then-optimize approach. Zbl 1422.65028 Wang, Zheng; Bardsley, Johnathan M.; Solonen, Antti; Cui, Tiangang; Marzouk, Youssef M. 17 2017 A multiscale strategy for Bayesian inference using transport maps. Zbl 1356.62038 Parno, Matthew; Moselhy, Tarek; Marzouk, Youssef 17 2016 Certified dimension reduction in nonlinear Bayesian inverse problems. Zbl 07541892 Zahm, Olivier; Cui, Tiangang; Law, Kody; Spantini, Alessio; Marzouk, Youssef 16 2022 \(K\)-means clustering for optimal partitioning and dynamic load balancing of parallel hierarchical \(N\)-body simulations. Zbl 1176.70005 Marzouk, Youssef M.; Ghoniem, Ahmed F. 14 2005 Parallel local approximation MCMC for expensive models. Zbl 1398.65017 Conrad, Patrick R.; Davis, Andrew D.; Marzouk, Youssef M.; Pillai, Natesh S.; Smith, Aaron 13 2018 Efficient localization of discontinuities in complex computational simulations. Zbl 1310.65016 Gorodetsky, Alex; Marzouk, Youssef 12 2014 A priori testing of sparse adaptive polynomial chaos expansions using an ocean general circulation model database. Zbl 1393.86010 Winokur, Justin; Conrad, Patrick; Sraj, Ihab; Knio, Omar; Srinivasan, Ashwanth; Thacker, W. Carlisle; Marzouk, Youssef; Iskandarani, Mohamed 12 2013 Goal-oriented optimal approximations of Bayesian linear inverse problems. Zbl 1373.15027 Spantini, Alessio; Cui, Tiangang; Willcox, Karen; Tenorio, Luis; Marzouk, Youssef 11 2017 MALA-within-Gibbs samplers for high-dimensional distributions with sparse conditional structure. Zbl 1444.62073 Tong, X. T.; Morzfeld, M.; Marzouk, Y. M. 10 2020 Localization for MCMC: sampling high-dimensional posterior distributions with local structure. Zbl 1451.65011 Morzfeld, M.; Tong, X. T.; Marzouk, Y. M. 10 2019 Multifidelity dimension reduction via active subspaces. Zbl 07194366 Lam, Remi R.; Zahm, Olivier; Marzouk, Youssef M.; Willcox, Karen E. 9 2020 A transport-based multifidelity preconditioner for Markov chain Monte Carlo. Zbl 07179095 Peherstorfer, Benjamin; Marzouk, Youssef 9 2019 Mercer kernels and integrated variance experimental design: connections between Gaussian process regression and polynomial approximation. Zbl 1342.62061 Gorodetsky, Alex; Marzouk, Youssef 8 2016 Scalable optimization-based sampling on function space. Zbl 1471.62023 Bardsley, Johnathan M.; Cui, Tiangang; Marzouk, Youssef M.; Wang, Zheng 7 2020 On dimension reduction in Gaussian filters. Zbl 1361.65036 Solonen, Antti; Cui, Tiangang; Hakkarainen, Janne; Marzouk, Youssef 7 2016 An approximate empirical Bayesian method for large-scale linear-Gaussian inverse problems. Zbl 1403.62037 Zhou, Qingping; Liu, Wenqing; Li, Jinglai; Marzouk, Youssef M. 6 2018 Vorticity structure and evolution in a transverse jet. Zbl 1225.76066 Marzouk, Youssef M.; Ghoniem, Ahmed F. 6 2007 Cross-entropy-based importance sampling with failure-informed dimension reduction for rare event simulation. Zbl 1472.62023 Uribe, Felipe; Papaioannou, Iason; Marzouk, Youssef M.; Straub, Daniel 6 2021 Coupling techniques for nonlinear ensemble filtering. Zbl 1503.93045 Spantini, Alessio; Baptista, Ricardo; Marzouk, Youssef 5 2022 Computational singular perturbation with non-parametric tabulation of slow manifolds for time integration of stiff chemical kinetics. Zbl 1264.80018 Debusschere, Bert J.; Marzouk, Youssef M.; Najm, Habib N.; Rhoads, Blane; Goussis, Dimitris A.; Valorani, Mauro 5 2012 Sparse approximation of triangular transports. II: The infinite-dimensional case. Zbl 07538357 Zech, Jakob; Marzouk, Youssef 5 2022 Sequential data assimilation with multiple models. Zbl 1284.62801 Narayan, Akil; Marzouk, Youssef; Xiu, Dongbin 4 2012 Data-free inference of the joint distribution of uncertain model parameters. Zbl 1242.65018 Berry, Robert D.; Najm, Habib N.; Debusschere, Bert J.; Marzouk, Youssef M.; Adalsteinsson, Helgi 4 2012 A Koopman framework for rare event simulation in stochastic differential equations. Zbl 07518103 Zhang, Benjamin J.; Sahai, Tuhin; Marzouk, Youssef M. 4 2022 Batch greedy maximization of non-submodular functions: guarantees and applications to experimental design. Zbl 07626767 Jagalur-Mohan, Jayanth; Marzouk, Youssef 4 2021 Data-driven forward discretizations for Bayesian inversion. Zbl 1450.62136 Bigoni, D.; Chen, Y.; Trillos, N. Garcia; Marzouk, Y.; Sanz-Alonso, D. 3 2020 Bayesian inverse problems with Monte Carlo forward models. Zbl 1267.60081 Bal, Guillaume; Langmore, Ian; Marzouk, Youssef 2 2013 Convergence characteristics and computational cost of two algebraic kernels in vortex methods with a tree-code algorithm. Zbl 1387.76080 Wee, D.; Marzouk, Y. M.; Schlegel, F.; Ghoniem, A. F. 2 2009 Sparse approximation of triangular transports. I: The finite-dimensional case. Zbl 1507.49040 Zech, Jakob; Marzouk, Youssef 2 2022 Nonlinear dimension reduction for surrogate modeling using gradient information. Zbl 1505.65155 Bigoni, Daniele; Marzouk, Youssef; Prieur, Clémentine; Zahm, Olivier 2 2022 A new network approach to Bayesian inference in partial differential equations. Zbl 1352.35018 Kohler, Dominic; Marzouk, Youssef M.; Müller, Johannes; Wever, Utz 1 2015 Contributions of the wall boundary layer to the formation of the counter-rotating vortex pair in transverse jets. Zbl 1241.76142 Schlegel, Fabrice; Wee, Daehyun; Marzouk, Youssef M.; Ghoniem, Ahmed F. 1 2011 Geodesically parameterized covariance estimation. Zbl 1466.53018 Musolas, Antoni; Smith, Steven T.; Marzouk, Youssef 1 2021 Rate-optimal refinement strategies for local approximation MCMC. Zbl 1495.62009 Davis, Andrew D.; Marzouk, Youssef; Smith, Aaron; Pillai, Natesh 1 2022 Certified dimension reduction in nonlinear Bayesian inverse problems. Zbl 07541892 Zahm, Olivier; Cui, Tiangang; Law, Kody; Spantini, Alessio; Marzouk, Youssef 16 2022 Coupling techniques for nonlinear ensemble filtering. Zbl 1503.93045 Spantini, Alessio; Baptista, Ricardo; Marzouk, Youssef 5 2022 Sparse approximation of triangular transports. II: The infinite-dimensional case. Zbl 07538357 Zech, Jakob; Marzouk, Youssef 5 2022 A Koopman framework for rare event simulation in stochastic differential equations. Zbl 07518103 Zhang, Benjamin J.; Sahai, Tuhin; Marzouk, Youssef M. 4 2022 Sparse approximation of triangular transports. I: The finite-dimensional case. Zbl 1507.49040 Zech, Jakob; Marzouk, Youssef 2 2022 Nonlinear dimension reduction for surrogate modeling using gradient information. Zbl 1505.65155 Bigoni, Daniele; Marzouk, Youssef; Prieur, Clémentine; Zahm, Olivier 2 2022 Rate-optimal refinement strategies for local approximation MCMC. Zbl 1495.62009 Davis, Andrew D.; Marzouk, Youssef; Smith, Aaron; Pillai, Natesh 1 2022 Cross-entropy-based importance sampling with failure-informed dimension reduction for rare event simulation. Zbl 1472.62023 Uribe, Felipe; Papaioannou, Iason; Marzouk, Youssef M.; Straub, Daniel 6 2021 Batch greedy maximization of non-submodular functions: guarantees and applications to experimental design. Zbl 07626767 Jagalur-Mohan, Jayanth; Marzouk, Youssef 4 2021 Geodesically parameterized covariance estimation. Zbl 1466.53018 Musolas, Antoni; Smith, Steven T.; Marzouk, Youssef 1 2021 Gradient-based dimension reduction of multivariate vector-valued functions. Zbl 1433.41007 Zahm, Olivier; Constantine, Paul G.; Prieur, Clémentine; Marzouk, Youssef M. 23 2020 MALA-within-Gibbs samplers for high-dimensional distributions with sparse conditional structure. Zbl 1444.62073 Tong, X. T.; Morzfeld, M.; Marzouk, Y. M. 10 2020 Multifidelity dimension reduction via active subspaces. Zbl 07194366 Lam, Remi R.; Zahm, Olivier; Marzouk, Youssef M.; Willcox, Karen E. 9 2020 Scalable optimization-based sampling on function space. Zbl 1471.62023 Bardsley, Johnathan M.; Cui, Tiangang; Marzouk, Youssef M.; Wang, Zheng 7 2020 Data-driven forward discretizations for Bayesian inversion. Zbl 1450.62136 Bigoni, D.; Chen, Y.; Trillos, N. Garcia; Marzouk, Y.; Sanz-Alonso, D. 3 2020 A continuous analogue of the tensor-train decomposition. Zbl 1440.65054 Gorodetsky, Alex; Karaman, Sertac; Marzouk, Youssef 22 2019 Localization for MCMC: sampling high-dimensional posterior distributions with local structure. Zbl 1451.65011 Morzfeld, M.; Tong, X. T.; Marzouk, Y. M. 10 2019 A transport-based multifidelity preconditioner for Markov chain Monte Carlo. Zbl 07179095 Peherstorfer, Benjamin; Marzouk, Youssef 9 2019 Transport map accelerated Markov chain Monte Carlo. Zbl 1394.65004 Parno, Matthew D.; Marzouk, Youssef M. 33 2018 Inference via low-dimensional couplings. Zbl 1480.62114 Spantini, Alessio; Bigoni, Daniele; Marzouk, Youssef 25 2018 Multilevel sequential Monte Carlo with dimension-independent likelihood-informed proposals. Zbl 1395.82229 Beskos, Alexandros; Jasra, Ajay; Law, Kody; Marzouk, Youssef; Zhou, Yan 20 2018 Parallel local approximation MCMC for expensive models. Zbl 1398.65017 Conrad, Patrick R.; Davis, Andrew D.; Marzouk, Youssef M.; Pillai, Natesh S.; Smith, Aaron 13 2018 An approximate empirical Bayesian method for large-scale linear-Gaussian inverse problems. Zbl 1403.62037 Zhou, Qingping; Liu, Wenqing; Li, Jinglai; Marzouk, Youssef M. 6 2018 Bayesian inverse problems with \(l_1\) priors: a randomize-then-optimize approach. Zbl 1422.65028 Wang, Zheng; Bardsley, Johnathan M.; Solonen, Antti; Cui, Tiangang; Marzouk, Youssef M. 17 2017 Goal-oriented optimal approximations of Bayesian linear inverse problems. Zbl 1373.15027 Spantini, Alessio; Cui, Tiangang; Willcox, Karen; Tenorio, Luis; Marzouk, Youssef 11 2017 Dimension-independent likelihood-informed MCMC. Zbl 1349.65009 Cui, Tiangang; Law, Kody J. H.; Marzouk, Youssef M. 78 2016 Multifidelity importance sampling. Zbl 1426.62087 Peherstorfer, Benjamin; Cui, Tiangang; Marzouk, Youssef; Willcox, Karen 36 2016 Spectral tensor-train decomposition. Zbl 1347.41006 Bigoni, Daniele; Engsig-Karup, Allan P.; Marzouk, Youssef M. 28 2016 Scalable posterior approximations for large-scale Bayesian inverse problems via likelihood-informed parameter and state reduction. Zbl 1349.65189 Cui, Tiangang; Marzouk, Youssef; Willcox, Karen 27 2016 A multiscale strategy for Bayesian inference using transport maps. Zbl 1356.62038 Parno, Matthew; Moselhy, Tarek; Marzouk, Youssef 17 2016 Mercer kernels and integrated variance experimental design: connections between Gaussian process regression and polynomial approximation. Zbl 1342.62061 Gorodetsky, Alex; Marzouk, Youssef 8 2016 On dimension reduction in Gaussian filters. Zbl 1361.65036 Solonen, Antti; Cui, Tiangang; Hakkarainen, Janne; Marzouk, Youssef 7 2016 Data-driven model reduction for the Bayesian solution of inverse problems. Zbl 1352.65445 Cui, Tiangang; Marzouk, Youssef M.; Willcox, Karen E. 61 2015 Optimal low-rank approximations of Bayesian linear inverse problems. Zbl 1325.62060 Spantini, Alessio; Solonen, Antti; Cui, Tiangang; Martin, James; Tenorio, Luis; Marzouk, Youssef 47 2015 A new network approach to Bayesian inference in partial differential equations. Zbl 1352.35018 Kohler, Dominic; Marzouk, Youssef M.; Müller, Johannes; Wever, Utz 1 2015 Likelihood-informed dimension reduction for nonlinear inverse problems. Zbl 1310.62030 Cui, T.; Martin, J.; Marzouk, Y. M.; Solonen, A.; Spantini, A. 62 2014 Adaptive construction of surrogates for the Bayesian solution of inverse problems. Zbl 1415.65009 Li, Jinglai; Marzouk, Youssef M. 36 2014 Gradient-based stochastic optimization methods in Bayesian experimental design. Zbl 1497.62069 Huan, Xun; Marzouk, Youssef M. 20 2014 Efficient localization of discontinuities in complex computational simulations. Zbl 1310.65016 Gorodetsky, Alex; Marzouk, Youssef 12 2014 Adaptive Smolyak pseudospectral approximations. Zbl 1294.41004 Conrad, Patrick R.; Marzouk, Youssef M. 41 2013 A priori testing of sparse adaptive polynomial chaos expansions using an ocean general circulation model database. Zbl 1393.86010 Winokur, Justin; Conrad, Patrick; Sraj, Ihab; Knio, Omar; Srinivasan, Ashwanth; Thacker, W. Carlisle; Marzouk, Youssef; Iskandarani, Mohamed 12 2013 Bayesian inverse problems with Monte Carlo forward models. Zbl 1267.60081 Bal, Guillaume; Langmore, Ian; Marzouk, Youssef 2 2013 Bayesian inference with optimal maps. Zbl 1318.62087 El Moselhy, Tarek A.; Marzouk, Youssef M. 74 2012 Computational singular perturbation with non-parametric tabulation of slow manifolds for time integration of stiff chemical kinetics. Zbl 1264.80018 Debusschere, Bert J.; Marzouk, Youssef M.; Najm, Habib N.; Rhoads, Blane; Goussis, Dimitris A.; Valorani, Mauro 5 2012 Sequential data assimilation with multiple models. Zbl 1284.62801 Narayan, Akil; Marzouk, Youssef; Xiu, Dongbin 4 2012 Data-free inference of the joint distribution of uncertain model parameters. Zbl 1242.65018 Berry, Robert D.; Najm, Habib N.; Debusschere, Bert J.; Marzouk, Youssef M.; Adalsteinsson, Helgi 4 2012 Large-scale inverse problems and quantification of uncertainty. Zbl 1203.62002 27 2011 Contributions of the wall boundary layer to the formation of the counter-rotating vortex pair in transverse jets. Zbl 1241.76142 Schlegel, Fabrice; Wee, Daehyun; Marzouk, Youssef M.; Ghoniem, Ahmed F. 1 2011 Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems. Zbl 1161.65308 Marzouk, Youssef M.; Najm, Habib N. 113 2009 A stochastic collocation approach to Bayesian inference in inverse problems. Zbl 1364.62064 Marzouk, Youssef; Xiu, Dongbin 82 2009 Uncertainty quantification in chemical systems. Zbl 1176.92059 Najm, H. N.; Debusschere, B. J.; Marzouk, Y. M.; Widmer, S.; Le Maître, O. P. 19 2009 Convergence characteristics and computational cost of two algebraic kernels in vortex methods with a tree-code algorithm. Zbl 1387.76080 Wee, D.; Marzouk, Y. M.; Schlegel, F.; Ghoniem, A. F. 2 2009 Stochastic spectral methods for efficient Bayesian solution of inverse problems. Zbl 1120.65306 Marzouk, Youssef M.; Najm, Habib N.; Rahn, Larry A. 128 2007 Vorticity structure and evolution in a transverse jet. Zbl 1225.76066 Marzouk, Youssef M.; Ghoniem, Ahmed F. 6 2007 \(K\)-means clustering for optimal partitioning and dynamic load balancing of parallel hierarchical \(N\)-body simulations. Zbl 1176.70005 Marzouk, Youssef M.; Ghoniem, Ahmed F. 14 2005 all cited Publications top 5 cited Publications all top 5 Cited by 1,250 Authors 40 Marzouk, Youssef M. 18 Ghattas, Omar N. 18 Soize, Christian 17 Cui, Tiangang 17 Willcox, Karen E. 16 Le Maître, Olivier P. 15 Chen, Peng 14 Knio, Omar M. 13 Li, Jinglai 12 Alexanderian, Alen 11 Ghanem, Roger G. 11 Law, Kody J. H. 11 Najm, Habib N. 10 Jakeman, John Davis 10 Papaioannou, Iason 10 Peherstorfer, Benjamin 10 Stuart, Andrew M. 10 Tong, Xin Thomson 9 Jasra, Ajay 9 Matthies, Hermann Georg 8 Koutsourelakis, Phaedon-Stelios 8 Sanz-Alonso, Daniel 8 Tempone, Raúl F. 7 Girolami, Mark A. 7 Gunzburger, Max D. 7 Lin, Guang 7 Morzfeld, Matthias 7 Narayan, Akil C. 7 Rozza, Gianluigi 7 Saibaba, Arvind Krishna 7 Straub, Daniel 6 Bui-Thanh, Tan 6 Dolgov, Sergey V. 6 Gorodetsky, Alex Arkady 6 Rosić, Bojana V. 6 Scheichl, Robert 6 Schwab, Christoph 6 Stadler, Georg 6 Tsilifis, Panagiotis A. 6 Villa, Umberto E. 6 Yan, Liang 6 Zahm, Olivier 5 Desceliers, Christophe 5 Jiang, Lijian 5 Latz, Jonas 5 Litvinenko, Alexander 5 O’Leary-Roseberry, Thomas 5 Petra, Noemi 5 Reich, Sebastian 5 Spantini, Alessio 5 Sýkora, Jan 5 Ullmann, Elisabeth 4 Bardsley, Johnathan M. 4 Beskos, Alexandros 4 Bigoni, Daniele 4 Doostan, Alireza 4 Ghoniem, Ahmed F. 4 Hoteit, Ibrahim 4 Iskandarani, Mohamed 4 Keyes, David Elliot 4 Khalil, Mohammad 4 Krämer, Boris 4 Lan, Shiwei 4 Li, Jing 4 Manzoni, Andrea 4 Navon, Ionel Michael 4 Perrin, Guillaume 4 Sargsyan, Khachik V. 4 Shields, Michael D. 4 Sochala, Pierre 4 Sprungk, Björn 4 Teckentrup, Aretha L. 4 Wang, Yuepeng 4 Wee, Daehyun 4 Wu, Keyi 4 Zabaras, Nicholas J. 4 Zhou, Qingping 4 Zhou, Tao 4 Zhu, Xueyu 3 Arnst, Maarten 3 Ba, Yuming 3 Baker, Ruth Elizabeth 3 Baptista, Ricardo 3 Bungartz, Hans-Joachim 3 Butler, Troy D. 3 Cheung, Siu Wun 3 Choi, Youngsoo 3 Cirak, Fehmi 3 Congedo, Pietro Marco 3 Constantine, Paul G. 3 Cotter, Simon L. 3 Dawson, Clint N. 3 Debusschere, Bert J. 3 Dektor, Alec 3 Deng, Zhiliang 3 Fairbanks, Hillary R. 3 Farcas, Ionut-Gabriel 3 Grigoriu, Mircea Dan 3 Harbrecht, Helmut 3 Harlim, John ...and 1,150 more Authors all top 5 Cited in 124 Serials 119 Journal of Computational Physics 73 Computer Methods in Applied Mechanics and Engineering 70 SIAM Journal on Scientific Computing 65 SIAM/ASA Journal on Uncertainty Quantification 24 Inverse Problems 16 Journal of Scientific Computing 15 International Journal for Numerical Methods in Engineering 15 Statistics and Computing 12 Computational Geosciences 10 Computational Mechanics 9 Journal of Computational and Applied Mathematics 8 Computers and Fluids 8 Acta Numerica 8 SIAM Journal on Imaging Sciences 7 Journal of Machine Learning Research (JMLR) 7 GEM - International Journal on Geomathematics 6 SIAM Review 6 Combustion Theory and Modelling 6 Inverse Problems in Science and Engineering 6 Communications in Computational Physics 5 Applied Mathematical Modelling 5 Journal of Computational and Graphical Statistics 4 Computers & Mathematics with Applications 4 Journal of Fluid Mechanics 4 Mathematics of Computation 4 Applied Mathematics and Computation 4 Numerische Mathematik 4 SIAM Journal on Matrix Analysis and Applications 4 Computational Statistics 4 Foundations of Computational Mathematics 4 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences 4 Foundations of Data Science 3 BIT 3 SIAM Journal on Numerical Analysis 3 Neural Computation 3 International Journal of Computer Mathematics 3 Stochastic Processes and their Applications 3 Computational and Applied Mathematics 3 Advances in Computational Mathematics 3 Multiscale Modeling & Simulation 3 Electronic Journal of Statistics 3 Mathematical Geosciences 2 Mathematical Biosciences 2 Automatica 2 International Statistical Review 2 Journal of the American Statistical Association 2 Mathematics and Computers in Simulation 2 Physica D 2 Constructive Approximation 2 Statistical Science 2 Physics of Fluids 2 Bernoulli 2 Mathematical Problems in Engineering 2 Computing and Visualization in Science 2 Communications in Nonlinear Science and Numerical Simulation 2 Archives of Computational Methods in Engineering 2 Oberwolfach Reports 2 GAMM-Mitteilungen 2 Inverse Problems and Imaging 2 Journal of Theoretical Biology 2 Bayesian Analysis 2 Electronic Research Archive 2 Journal of Computational Physics: X 1 Applicable Analysis 1 International Journal for Numerical Methods in Fluids 1 Journal of Engineering Mathematics 1 Journal of Mathematical Analysis and Applications 1 Journal of Mathematical Biology 1 Journal of Mathematical Physics 1 Nonlinearity 1 Theoretical and Computational Fluid Dynamics 1 Chaos, Solitons and Fractals 1 The Annals of Statistics 1 Journal of Statistical Planning and Inference 1 Proceedings of the American Mathematical Society 1 Statistics & Probability Letters 1 Chinese Annals of Mathematics. Series B 1 Journal of Computational Mathematics 1 Acta Mathematicae Applicatae Sinica. English Series 1 Statistics 1 European Journal of Applied Mathematics 1 M\(^3\)AS. Mathematical Models & Methods in Applied Sciences 1 Numerical Algorithms 1 Journal de Mathématiques Pures et Appliquées. Neuvième Série 1 Journal of Statistical Computation and Simulation 1 Computational Statistics and Data Analysis 1 SIAM Journal on Optimization 1 Journal of Mathematical Imaging and Vision 1 Journal of Nonlinear Science 1 Computational Optimization and Applications 1 Applied and Computational Harmonic Analysis 1 Journal of Inverse and Ill-Posed Problems 1 Discrete and Continuous Dynamical Systems 1 Journal of Mathematical Chemistry 1 European Series in Applied and Industrial Mathematics (ESAIM): Probability and Statistics 1 Nonlinear Dynamics 1 Vietnam Journal of Mathematics 1 Soft Computing 1 ZAMM. Zeitschrift für Angewandte Mathematik und Mechanik 1 Chaos ...and 24 more Serials all top 5 Cited in 36 Fields 447 Numerical analysis (65-XX) 346 Statistics (62-XX) 135 Probability theory and stochastic processes (60-XX) 111 Partial differential equations (35-XX) 86 Fluid mechanics (76-XX) 79 Computer science (68-XX) 44 Mechanics of deformable solids (74-XX) 36 Systems theory; control (93-XX) 33 Geophysics (86-XX) 32 Biology and other natural sciences (92-XX) 29 Approximations and expansions (41-XX) 29 Operations research, mathematical programming (90-XX) 27 Linear and multilinear algebra; matrix theory (15-XX) 25 Calculus of variations and optimal control; optimization (49-XX) 18 Classical thermodynamics, heat transfer (80-XX) 17 Dynamical systems and ergodic theory (37-XX) 17 Information and communication theory, circuits (94-XX) 14 Optics, electromagnetic theory (78-XX) 12 Ordinary differential equations (34-XX) 10 Functional analysis (46-XX) 8 Statistical mechanics, structure of matter (82-XX) 5 Operator theory (47-XX) 5 Mechanics of particles and systems (70-XX) 5 Quantum theory (81-XX) 5 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 4 Combinatorics (05-XX) 4 Harmonic analysis on Euclidean spaces (42-XX) 3 General and overarching topics; collections (00-XX) 3 Special functions (33-XX) 2 Several complex variables and analytic spaces (32-XX) 2 Global analysis, analysis on manifolds (58-XX) 1 Real functions (26-XX) 1 Potential theory (31-XX) 1 Difference and functional equations (39-XX) 1 Integral equations (45-XX) 1 Differential geometry (53-XX) Citations by Year