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1

Optimal Approximations of Coupling in Multidisciplinary Models

Baptista, Ricardo, Marzouk, Youssef, Willcox, Karen, Peherstorfer, Benjamin

Journal:

Year:

2018

Language:

english

File:

PDF, 4.37 MB

english, 2018

2

Data-driven model reduction for the Bayesian solution of inverse problems

Cui, Tiangang, Marzouk, Youssef M., Willcox, Karen E.

Journal:

International Journal for Numerical Methods in Engineering

Year:

2015

Language:

english

File:

PDF, 1.59 MB

english, 2015

3

Gradient-Based Dimension Reduction of Multivariate Vector-Valued Functions

Zahm, Olivier, Constantine, Paul G., Prieur, ClÃ©mentine, Marzouk, Youssef M.

Journal:

SIAM Journal on Scientific Computing

Year:

2020

Language:

english

File:

PDF, 2.54 MB

english, 2020

4

Spectral Tensor-Train Decomposition

Bigoni, Daniele, Engsig-Karup, Allan P., Marzouk, Youssef M.

Journal:

SIAM Journal on Scientific Computing

Year:

2016

Language:

english

File:

PDF, 1000 KB

english, 2016

5

Large-Scale Inverse Problems and Quantification of Uncertainty (Biegler/Large-Scale Inverse Problems and Quantification of Uncertainty) || Surrogate and Reduced-Order Modeling: A Comparison of Approaches for Large-Scale Statistical Inverse Problems

Biegler, Lorenz, Biros, George, Ghattas, Omar, Heinkenschloss, Matthias, Keyes, David, Mallick, Bani, Marzouk, Youssef, Tenorio, Luis, van Bloemen Waanders, Bart, Willcox, Karen

Year:

2010

Language:

english

File:

PDF, 1.30 MB

english, 2010

6

Waveform-based Bayesian full moment tensor inversion and uncertainty determination for the induced seismicity in an oil/gas field

Gu, Chen, Marzouk, Youssef M, Toksöz, M Nafi

Journal:

Geophysical Journal International

Year:

2018

Language:

english

File:

PDF, 11.09 MB

english, 2018

7

A continuous analogue of the tensor-train decomposition

Gorodetsky, Alex, Karaman, Sertac, Marzouk, Youssef

Journal:

Computer Methods in Applied Mechanics and Engineering

Year:

2018

Language:

english

File:

PDF, 848 KB

english, 2018

8

K-means clustering for optimal partitioning and dynamic load balancing of parallel hierarchical N-body simulations

Youssef M. Marzouk, Ahmed F. Ghoniem

Journal:

Journal of Computational Physics

Year:

2005

Language:

english

File:

PDF, 618 KB

english, 2005

9

Simulation-based optimal Bayesian experimental design for nonlinear systems

Xun Huan, Youssef M. Marzouk

Journal:

Journal of Computational Physics

Year:

2013

Language:

english

File:

PDF, 4.37 MB

english, 2013

10

Mercer Kernels and Integrated Variance Experimental Design: Connections Between Gaussian Process Regression and Polynomial Approximation

Gorodetsky, Alex, Marzouk, Youssef

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2016

Language:

english

File:

PDF, 1.08 MB

english, 2016

11

Large-Scale Inverse Problems and Quantification of Uncertainty (Biegler/Large-Scale Inverse Problems and Quantification of Uncertainty) || A Primer of Frequentist and Bayesian Inference in Inverse Problems

Biegler, Lorenz, Biros, George, Ghattas, Omar, Heinkenschloss, Matthias, Keyes, David, Mallick, Bani, Marzouk, Youssef, Tenorio, Luis, van Bloemen Waanders, Bart, Willcox, Karen

Year:

2010

Language:

english

File:

PDF, 770 KB

english, 2010

12

Preparation and characterization of mica glass-ceramics as hydrogen storage materials

Abdel-Hameed, S.A.M., Ismail, N., Youssef, H.F., Sadek, H.E.H., Marzouk, M.A.

Journal:

International Journal of Hydrogen Energy

Year:

2017

Language:

english

File:

PDF, 2.92 MB

english, 2017

13

Parallel Local Approximation MCMC for Expensive Models

Conrad, Patrick R., Davis, Andrew D., Marzouk, Youssef M., Pillai, Natesh S., Smith, Aaron

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2018

Language:

english

File:

PDF, 4.88 MB

english, 2018

14

Multilevel Sequential Monte Carlo with Dimension-Independent Likelihood-Informed Proposals

Beskos, Alexandros, Jasra, Ajay, Law, Kody, Marzouk, Youssef, Zhou, Yan

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2018

Language:

english

File:

PDF, 568 KB

english, 2018

15

Large-Scale Inverse Problems and Quantification of Uncertainty (Biegler/Large-Scale Inverse Problems and Quantification of Uncertainty) || Using the Ensemble Kalman Filter for History Matching and Uncertainty Quantification of Complex Reservoir Models

Biegler, Lorenz, Biros, George, Ghattas, Omar, Heinkenschloss, Matthias, Keyes, David, Mallick, Bani, Marzouk, Youssef, Tenorio, Luis, van Bloemen Waanders, Bart, Willcox, Karen

Year:

2010

File:

PDF, 12.76 MB

2010

16

Multifidelity Dimension Reduction via Active Subspaces

Lam, Remi R., Zahm, Olivier, Marzouk, Youssef M., Willcox, Karen E.

Journal:

SIAM Journal on Scientific Computing

Year:

2020

Language:

english

File:

PDF, 1.26 MB

english, 2020

17

Stochastic spectral methods for efficient Bayesian solution of inverse problems

Youssef M. Marzouk, Habib N. Najm, Larry A. Rahn

Journal:

Journal of Computational Physics

Year:

2007

Language:

english

File:

PDF, 4.74 MB

english, 2007

18

Immobilization of Rhizopus oryzae lipase on silica aerogels by adsorption: Comparison with the free enzyme

Nadia Kharrat, Yassine Ben Ali, Sana Marzouk, Youssef-Talel Gargouri, Maha Karra-Châabouni

Journal:

Process Biochemistry

Year:

2011

Language:

english

File:

PDF, 341 KB

english, 2011

19

Truncated multiGaussian fields and effective conductance of binary media

Sean A. McKenna, Jaideep Ray, Youssef Marzouk, Bart van Bloemen Waanders

Journal:

Advances in Water Resources

Year:

2011

Language:

english

File:

PDF, 842 KB

english, 2011

20

Dimensionality reduction and polynomial chaos acceleration of Bayesian inference in inverse problems

Youssef M. Marzouk, Habib N. Najm

Journal:

Journal of Computational Physics

Year:

2009

Language:

english

File:

PDF, 1.49 MB

english, 2009

21

Contributions of the wall boundary layer to the formation of the counter-rotating vortex pair in transverse jets

SCHLEGEL, FABRICE, WEE, DAEHYUN, MARZOUK, YOUSSEF M., GHONIEM, AHMED F.

Journal:

Journal of Fluid Mechanics

Year:

2011

Language:

english

File:

PDF, 2.77 MB

english, 2011

22

Mutations in the SPARC-Related Modular Calcium-Binding Protein 1 Gene, SMOC1, Cause Waardenburg Anophthalmia Syndrome

Hana Abouzeid, Gaëlle Boisset, Tatiana Favez, Mohamed Youssef, Iman Marzouk, Nihal Shakankiry, Nader Bayoumi, Patrick Descombes, Céline Agosti, Francis L. Munier, Daniel F. Schorderet

Journal:

The American Journal of Human Genetics

Year:

2011

Language:

english

File:

PDF, 795 KB

english, 2011

23

Data-free inference of the joint distribution of uncertain model parameters

Robert D. Berry, Habib N. Najm, Bert J. Debusschere, Youssef M. Marzouk, Helgi Adalsteinsson

Journal:

Journal of Computational Physics

Year:

2012

Language:

english

File:

PDF, 899 KB

english, 2012

24

Austrian phase on the northern African margin inferred from sequence stratigraphy and sedimentary records in southern Tunisia (Chotts and Djeffara areas)

Marzouk Lazzez, Taher Zouaghi, Mohamed Ben Youssef

Journal:

Comptes Rendus Geoscience

Year:

2008

File:

PDF, 2.77 MB

2008

25

Sequential data assimilation with multiple models

Akil Narayan, Youssef Marzouk, Dongbin Xiu

Journal:

Journal of Computational Physics

Year:

2012

Language:

english

File:

PDF, 648 KB

english, 2012

26

Synthesis of some heterocyclic systems of anticipated biological activities via 6-aryl-4-pyrazol-1-yl-pyridazin-3-one

Youssef, A SA, Marzouk, M I, Madkour, H MF, El-Soll, A MA, El-Hashash, M A

Journal:

Canadian Journal of Chemistry

Year:

2005

File:

PDF, 338 KB

2005

27

The use of AIR-Q as conduit for fiberoptic endotracheal intubation in adult paralyzed patients

A.R. Elganzouri, Sahar Marzouk, Maha M.I. Youssef, Nourhan Abdelalem

Journal:

Egyptian Journal of Anaesthesia

Year:

2012

Language:

english

File:

PDF, 492 KB

english, 2012

28

Bayesian inference with optimal maps

Tarek A. El Moselhy, Youssef M. Marzouk

Journal:

Journal of Computational Physics

Year:

2012

Language:

english

File:

PDF, 3.72 MB

english, 2012

29

Vorticity structure and evolution in a transverse jet

MARZOUK, YOUSSEF M., GHONIEM, AHMED F.

Journal:

Journal of Fluid Mechanics

Year:

2007

Language:

english

File:

PDF, 5.37 MB

english, 2007

30

A priori testing of sparse adaptive polynomial chaos expansions using an ocean general circulation model database

Winokur, Justin, Conrad, Patrick, Sraj, Ihab, Knio, Omar, Srinivasan, Ashwanth, Thacker, W. Carlisle, Marzouk, Youssef, Iskandarani, Mohamed

Journal:

Computational Geosciences

Year:

2013

Language:

english

File:

PDF, 587 KB

english, 2013

31

[American Institute of Aeronautics and Astronautics 42nd AIAA Aerospace Sciences Meeting and Exhibit - Reno, Nevada ()] 42nd AIAA Aerospace Sciences Meeting and Exhibit - Vorticity Formulation for an Actuated Jet in Crossflow

Marzouk, Youssef, Ghoniem, Ahmed

Year:

2004

Language:

english

File:

PDF, 8.24 MB

english, 2004

32

[American Institute of Aeronautics and Astronautics 43rd AIAA Aerospace Sciences Meeting and Exhibit - Reno, Nevada ()] 43rd AIAA Aerospace Sciences Meeting and Exhibit - Impact of Hydrogen Addition on Flame Response to Stretch and Curvature

Speth, Raymond, Marzouk, Youssef, Ghoniem, Ahmed

Year:

2005

Language:

english

File:

PDF, 381 KB

english, 2005

33

[American Institute of Aeronautics and Astronautics 43rd AIAA Aerospace Sciences Meeting and Exhibit - Reno, Nevada ()] 43rd AIAA Aerospace Sciences Meeting and Exhibit - Lagrangian Simulation of a Jet in Crossflow at a Finite Reynolds Number

Wee, Daehyun, Marzouk, Youssef, Ghoniem, Ahmed

Year:

2005

Language:

english

File:

PDF, 8.38 MB

english, 2005

34

[American Institute of Aeronautics and Astronautics 43rd AIAA Aerospace Sciences Meeting and Exhibit - Reno, Nevada ()] 43rd AIAA Aerospace Sciences Meeting and Exhibit - Simulations of High Reynolds Number Transverse Jets and Analysis of the Underlying Vortical Structures

Marzouk, Youssef, Ghoniem, Ahmed, Wee, Daehyun

Year:

2005

Language:

english

File:

PDF, 3.22 MB

english, 2005

35

[American Institute of Aeronautics and Astronautics 44th AIAA Aerospace Sciences Meeting and Exhibit - Reno, Nevada (09 January 2006 - 12 January 2006)] 44th AIAA Aerospace Sciences Meeting and Exhibit - Actuating transverse jets via nozzle-edge vortical perturbations

Marzouk, Youssef, Ghoniem, Ahmed

Year:

2006

Language:

english

File:

PDF, 12.96 MB

english, 2006

36

[American Institute of Aeronautics and Astronautics 49th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition - Orlando, Florida ()] 49th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition - Optimal Bayesian Experimental Design for Combustion Kinetics

Huan, Xun, Marzouk, Youssef

Year:

2011

Language:

english

File:

PDF, 733 KB

english, 2011

37

Computational singular perturbation with non-parametric tabulation of slow manifolds for time integration of stiff chemical kinetics

Debusschere, Bert J., Marzouk, Youssef M., Najm, Habib N., Rhoads, Blane, Goussis, Dimitris A., Valorani, Mauro

Journal:

Combustion Theory and Modelling

Year:

2012

Language:

english

File:

PDF, 586 KB

english, 2012

38

[IEEE 2012 IEEE 9th International Symposium on Biomedical Imaging (ISBI 2012) - Barcelona, Spain (2012.05.2-2012.05.5)] 2012 9th IEEE International Symposium on Biomedical Imaging (ISBI) - Texton-based segmentation and classification of human embryonic stem cell colonies using multi-stage Bayesian level sets

Lowry, Nathan, Mangoubi, Rami, Desai, Mukund, Marzouk, Youssef, Sammak, Paul

Year:

2012

Language:

english

File:

PDF, 1.25 MB

english, 2012

39

Efficient Localization of Discontinuities in Complex Computational Simulations

Gorodetsky, Alex, Marzouk, Youssef

Journal:

SIAM Journal on Scientific Computing

Year:

2014

Language:

english

File:

PDF, 1.00 MB

english, 2014

40

Mutations in ALDH1A3 Represent a Frequent Cause of Microphthalmia/Anophthalmia in Consanguineous Families

Abouzeid, Hana, Favez, Tatiana, Schmid, Angélique, Agosti, Céline, Youssef, Mohammed, Marzouk, Iman, El Shakankiry, Nihal, Bayoumi, Nader, Munier, Francis L., Schorderet, Daniel F.

Journal:

Year:

2014

Language:

english

File:

PDF, 460 KB

english, 2014

41

Bayesian inference of chemical kinetic models from proposed reactions

Galagali, Nikhil, Marzouk, Youssef M.

Journal:

Chemical Engineering Science

Year:

2015

Language:

english

File:

PDF, 1.60 MB

english, 2015

42

Adaptive Smolyak Pseudospectral Approximations

Conrad, Patrick R., Marzouk, Youssef M.

Journal:

SIAM Journal on Scientific Computing

Year:

2013

Language:

english

File:

PDF, 631 KB

english, 2013

43

[IEEE 2011 8th IEEE International Symposium on Biomedical Imaging (ISBI 2011) - Chicago, IL, USA (2011.03.30-2011.04.2)] 2011 IEEE International Symposium on Biomedical Imaging: From Nano to Macro - A unified approach to expectation-maximization and level set segmentation applied to stem cell and brain MRI images

Lowry, Nathan, Mangoubi, Rami, Desai, Mukund, Marzouk, Youssef, Sammak, Paul

Year:

2011

Language:

english

File:

PDF, 827 KB

english, 2011

44

Serotype Distribution and Antimicrobial Resistance of Invasive and Noninvasive Pneumococcal Isolates in Tunisia

Marzouk, Manel, Ferjani, Asma, Bouafia, Nabiha, Harb, Hanen, Ben Salem, Youssef, Boukadida, Jalel

Journal:

Microbial Drug Resistance

Year:

2015

Language:

english

File:

PDF, 138 KB

english, 2015

45

Adaptive Construction of Surrogates for the Bayesian Solution of Inverse Problems

Li, Jinglai, Marzouk, Youssef M.

Journal:

SIAM Journal on Scientific Computing

Year:

2014

Language:

english

File:

PDF, 759 KB

english, 2014

46

Large-Scale Inverse Problems and Quantification of Uncertainty (Biegler/Large-Scale Inverse Problems and Quantification of Uncertainty) || Solving Stochastic Inverse Problems: A Sparse Grid Collocation Approach

Biegler, Lorenz, Biros, George, Ghattas, Omar, Heinkenschloss, Matthias, Keyes, David, Mallick, Bani, Marzouk, Youssef, Tenorio, Luis, van Bloemen Waanders, Bart, Willcox, Karen

Year:

2010

Language:

english

File:

PDF, 2.52 MB

english, 2010

47

Bayesian inverse problems with Monte Carlo forward models

Marzouk, Youssef, Langmore, Ian, Bal, Guillaume

Journal:

Inverse Problems and Imaging

Year:

2013

Language:

english

File:

PDF, 940 KB

english, 2013

48

[AIP BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING: 25th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering - San Jose, California (USA) (7-12 August 2005)] AIP Conference Proceedings - Stochastic spectral methods for efficient Bayesian solution of inverse problems

Marzouk, Youssef M.

Year:

2005

Language:

english

File:

PDF, 219 KB

english, 2005

49

AIP Conference Proceedings [AIP RADIATION PROCESSES IN THE ATMOSPHERE AND OCEAN (IRS2012): Proceedings of the International Radiation Symposium (IRC/IAMAS) - Dahlem Cube, Free University, Berlin (6–10 August 2012)] - Parametric 3D atmospheric reconstruction in highly variable terrain with recycled Monte Carlo paths and an adapted Bayesian inference engine

Langmore, Ian, Davis, Anthony B., Bal, Guillaume, Marzouk, Youssef M.

Year:

2013

Language:

english

File:

PDF, 487 KB

english, 2013

50

Uncertainty quantification of silicon photonic devices with correlated and non-Gaussian random parameters

Weng, Tsui-Wei, Zhang, Zheng, Su, Zhan, Marzouk, Youssef, Melloni, Andrea, Daniel, Luca

Journal:

Year:

2015

Language:

english

File:

PDF, 754 KB

english, 2015