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Youssef Marzouk

massachusetts institute of technology

37H-index
337Paper Count
5.7KCitation Count
Published Papers 48
Publication Date
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Preserving linear invariants in ensemble filtering methods
errJournal of Computational Physics
IF3.8
err2026-09-29
err0
PREAI
errLe Provost, Mathieu; Glaubitz, Jan; Marzouk, Youssef
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Uncertainty Quantification of Fluid Leakage and Fault Instability in Geologic CO 2 ${\text{CO}}_{2}$ Storage
errWater Resources Research
IF5
err2025-10-08
err0
errOAAI
errHannah Lu; Lluís Saló-Salgado; Youssef M. Marzouk; Ruben Juanes
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errSave
Editorial: Generative Artificial Intelligence for Predictive Simulations and Decision-Making in Science and Engineering
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-07-12
err0
PREAI
errYoussef Marzouk; Benjamin Peherstorfer
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errSave
Optimal experimental design: Formulations and computations
errACTA NUMERICA
IF11.3
err2024-09-04
err1
errOAAI
errHuan, Xun; Jagalur, Jayanth; Marzouk, Youssef
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errSave
Multitask methods for predicting molecular properties from heterogeneous data
errJOURNAL OF CHEMICAL PHYSICS
IF3.1
err2024-07-03
err4
errOAAI
errFisher, K. E.; Herbst, M. F.; Marzouk, Y. M.
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errSave
Bayesian model calibration for block copolymer self-assembly: Likelihood-free inference and expected information gain computation via measure transport
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2024-04-01
err2
errOAAI
errBaptista, Ricardo; Cao, Lianghao; Chen, Joshua; Ghattas, Omar; Li, Fengyi; Marzouk, Youssef M.; Oden, J. Tinsley
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Evaluating the Accuracy of Gaussian Approximations in VSWIR Imaging Spectroscopy Retrievals
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err0
PREAI
errLeung, Kelvin M.; Thompson, David R.; Susiluoto, Jouni; Jagalur, Jayanth; Braverman, Amy; Marzouk, Youssef
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Coupling Techniques for Nonlinear Ensemble Filtering
errSIAM REVIEW
IF6.1
err2022-11-03
err16
errOAAI
errSpantini, Alessio; Baptista, Ricardo; Marzouk, Youssef
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errSave
Analytical methods for superresolution dislocation identification in dark-field X-ray microscopy
errJOURNAL OF MATERIALS SCIENCE
IF3.9
err2022-08-02
err5
errOAAI
errBrennan, Michael C.; Howard, Marylesa; Marzouk, Youssef; Dresselhaus-Marais, Leora E.
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A Koopman framework for rare event simulation in stochastic differential equations
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2022-05-01
err7
errOAAI
errZhang, Benjamin J.; Sahai, Tuhin; Marzouk, Youssef M.
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Efficient Bayesian inference for large chaotic dynamical systems
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2021-07-09
err6
errOAAI
errSpringer, Sebastian; Haario, Heikki; Susiluoto, Jouni; Bibov, Aleksandr; Davis, Andrew; Marzouk, Youssef
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errSave
Efficient multi-scale Gaussian process regression for massive remote sensing data with satGP v0.1.2
errGEOSCIENTIFIC MODEL DEVELOPMENT
IF4.9
err2020-07-31
err7
errOAAI
errSusiluoto, Jouni; Spantini, Alessio; Haario, Heikki; Harkonen, Teemu; Marzouk, Youssef
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errSave
MALA-WITHIN-GIBBS SAMPLERS FOR HIGH-DIMENSIONAL DISTRIBUTIONS WITH SPARSE CONDITIONAL STRUCTURE
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2020-06-16
err14
errOAAI
errTong, X. T.; Morzfeld, M.; Marzouk, Y. M.
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errSave
SCALABLE OPTIMIZATION-BASED SAMPLING ON FUNCTION SPACE
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2020-04-27
err11
errOAAI
errBardsley, Johnathan M.; Cui, Tiangang; Marzouk, Youssef M.; Wang, Zheng
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errSave
MULTIFIDELITY DIMENSION REDUCTION VIA ACTIVE
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2020-04-02
err28
errOAAI
errLam, Remi R.; Zahm, Olivier; Marzouk, Youssef M.; Willcox, Karen E.
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errSave
GRADIENT-BASED DIMENSION REDUCTION OF MULTIVARIATE VECTOR-VALUED FUNCTIONS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2020-02-27
err58
errOAAI
errZahm, Olivier; Constantine, Paul G.; Prieur, Clementine; Marzouk, Youssef M.
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errSave
A continuous analogue of the tensor-train decomposition
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2019-04-01
err47
errOAAI
errGorodetsky, Alex; Karaman, Sertac; Marzouk, Youssef
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errSave
Exploiting network topology for large-scale inference of nonlinear reaction models
errJOURNAL OF THE ROYAL SOCIETY INTERFACE
IF3.5
err2019-03-13
err2
errOAAI
errGalagali, Nikhil; Marzouk, Youssef M.
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errSave
Localization for MCMC: sampling high-dimensional posterior distributions with local structure
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2019-03-01
err24
errOAAI
errMorzfeld, M.; Tong, X. T.; Marzouk, Y. M.
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errSave
Conditional classifiers and boosted conditional Gaussian mixture model for novelty detection
errPATTERN RECOGNITION
IF7.6
err2018-09-01
err15
PREAI
errMohammadi-Ghazi, Reza; Marzouk, Youssef M.; Buyukozturk, Oral
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Research Directions

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Co-authors
Cooperation Journals
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Chung K. Law
H-index: 97 · Papers: 811
M
M. Greenwald
H-index: 67 · Papers: 582
A
Ahmed F. Ghoniem
H-index: 60 · Papers: 639
A
A. Hubbard
H-index: 59 · Papers: 564
B
Bin Yang
H-index: 59 · Papers: 430
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