Preprints — Published Articles

A. Spantini, R. Baptista, Y. M. Marzouk
Preprint (2019)
D. Bigoni, O. Zahm, A. Spantini, Y. M. Marzouk
Preprint (2019)
Z. Wang, T. Cui, J. Bardsley, Y. M. Marzouk
Preprint (2019)
R. Lam, O. Zahm, Y. M. Marzouk, K. Willcox
Preprint (2018)
O. Zahm, T. Cui, K. Law, A. Spantini, Y. M. Marzouk
Preprint (2018)
N. Lowry, R. Mangoubi, M. Desai, Y. M. Marzouk, P. Sammak
Preprint (2015)

Published Articles

O. Zahm, P. Constantine, C. Prieur, Y. M. Marzouk
SIAM Journal on Scientific Computing in press (2019)
M. Chilenski, M. Greenwald, Y. M. Marzouk, J. Rice, A. E. White
Plasma Physics and Controlled Fusion 61 pp. 125012 (2019)
B. Peherstorfer, Y. M. Marzouk
Advances in Computational Mathematics (2019)
N. Galagali, Y. M. Marzouk
Journal of the Royal Society: Interface 16 pp. 20180766 (2019)
G. Detomasso, T. Cui, Y. M. Marzouk, R. Scheichl, A. Spantini
Advances in Neural Information Processing Systems (NeurIPS) 31 (2018)
A. Gorodetsky, S. Karaman, Y. M. Marzouk
Computer Methods in Applied Mechanics and Engineering 347 pp. 59–84 (2019)
W. Ji, Z. Ren, Y. M. Marzouk, C. K. Law
Proceedings of the Combustion Institute 37 pp. 2175–2182 (2019)
M. Morzfeld, X. T. Tong, Y. M. Marzouk
Journal of Computational Physics 380 pp. 1–28 (2019)
M. Parno, Y. M. Marzouk
SIAM/ASA Journal on Uncertainty Quantification 6 pp. 645–682 (2018)
Q. Zhou, W. Liu, J. Li, Y. M. Marzouk
Inverse Problems 34 pp. 095001 (2018)
R. Baptista, Y. M. Marzouk, K. Willcox, B. Peherstorfer
AIAA Journal 56 pp. 2412–2428 (2018)
R. Mohammadi-Ghazi, Y. M. Marzouk, Oral Büyüköztürk
Pattern Recognition 81 pp. 601–614 (2018)
A. Beskos, A. Jasra, K. Law, Y. M. Marzouk, Y. Zhou
SIAM/ASA Journal on Uncertainty Quantification 6 pp. 762–786 (2018)
M. Chilenski, M. Greenwald, Y. M. Marzouk, J. Rice, A. White
Review of Scientific Instruments 89 pp. 013504 (2018)
P. Conrad, A. Davis, Y. M. Marzouk, N. Pillai, A. Smith
SIAM/ASA Journal on Uncertainty Quantification 6 pp. 339–373 (2018)
A. Gorodetsky, S. Karaman, Y. M. Marzouk
International Journal of Robotics Research 37 pp. 340–377 (2018)
J. Jagalur-Mohan, B. Jha, Z. Wang, R. Juanes, Y. M. Marzouk
Geophysical Research Letters 45 pp. 1313–1320 (2018)
A. Spantini, D. Bigoni, Y. M. Marzouk
Journal of Machine Learning Research 19 pp. 1–71 (2018)
C. Gu, Y. M. Marzouk, M. N. Toksöz
Geophysical Journal International 212 pp. 1963–1985 (2018)
A. Marques, Q. Wang, Y. M. Marzouk
AIAA Journal 56 pp. 482–496 (2018)
W. Ji, J. Wang, O. Zahm, Y. M. Marzouk, B. Yang, Z. Ren, C. K. Law
Combustion and Flame 190 pp. 146–157 (2018)
R. Morrison, R. Baptista, Y. M. Marzouk
Advances in Neural Information Processing Systems (NIPS) 30 (2017)
M. Chilenski, M. Greenwald, A. Hubbard, J. Hughes, J. Lee, Y. M. Marzouk, J. Rice, A. White
Nuclear Fusion 57 pp. 126013 (2017)
A. Spantini, T. Cui, K. Willcox, L. Tenorio, Y. M. Marzouk
SIAM Journal on Scientific Computing 39 pp. S167–S196 (2017)
Z. Wang, J. M. Bardsley, A. Solonen, T. Cui, Y. M. Marzouk
SIAM Journal on Scientific Computing 39 pp. S140–S166 (2017)
M. Parno, T. Moselhy, Y. M. Marzouk
SIAM/ASA Journal on Uncertainty Quantification 4 pp. 1160–1190 (2016)
D. Bigoni, A. Engsig-Karup, Y. M. Marzouk
SIAM Journal on Scientific Computing 38 pp. A2405–A2439 (2016)
T. Cui, Y. M. Marzouk, K. Willcox
Journal of Computational Physics 315 pp. 363–387 (2016)
A. Gorodetsky, Y. M. Marzouk
SIAM/ASA Journal on Uncertainty Quantification 4 pp. 796–828 (2016)
A. Solonen, T. Cui, J. Hakkarainen, Y. M. Marzouk
Inverse Problems 32 pp. 045003 (2016)
B. Peherstorfer, T. Cui, Y. M. Marzouk, K. Willcox
Computer Methods in Applied Mechanics and Engineering 300 pp. 490–509 (2016)
T. Cui, K. J. H. Law, Y. M. Marzouk
Journal of Computational Physics 304 pp. 109–137 (2016)
P. Conrad, Y. M. Marzouk, N. Pillai, A. Smith
Journal of the American Statistical Association 111 pp. 1591–1607 (2016)
A. Spantini, A. Solonen, T. Cui, J. Martin, L. Tenorio, Y. M. Marzouk
SIAM Journal on Scientific Computing 37 pp. A2451–A2487 (2015)
T. Weng, Z. Zhang, Z. Su, Y. M. Marzouk, A. Melloni, L. Daniel
Optics Express 23 pp. 4242–4254 (2015)
D. Kohler, Y. M. Marzouk, J. Müller, U. Wever
International Journal for Numerical Methods in Engineering 104 pp. 313–329 (2015)
M. A. Chilenski, M. Greenwald, Y. M. Marzouk, N. T. Howard, A. E. White, J. E. Rice, J. R. Walk
Nuclear Fusion 55 pp. 023012 (2015)
R. Aggarwal, M. Demkowicz, Y. M. Marzouk
Modelling Simul. Mater. Sci. Eng. 23 pp. 015009 (2015)
N. Galagali, Y. M. Marzouk
Chemical Engineering Science 123 pp. 170–190 (2015)
T. Cui, Y. M. Marzouk, K. Willcox
International Journal for Numerical Methods in Engineering 102 pp. 966–990 (2015)
T. Cui, J. Martin, Y. M. Marzouk, A. Solonen, A. Spantini
Inverse Problems 29 pp. 114015 (2014)
A. Gorodetsky, Y. M. Marzouk
SIAM Journal on Scientific Computing 36 pp. A2584–A2610 (2014)
J. Li, Y. M. Marzouk
SIAM Journal on Scientific Computing 36 pp. A1163–A1186 (2014)
X. Huan, Y. M. Marzouk
International Journal for Uncertainty Quantification 4 pp. 479–510 (2014)
J. Winokur, P. Conrad, I. Sraj, O. Knio, A. Srinivasan, W. C. Thacker, Y. M. Marzouk, M. Iskandarani,
Computational Geosciences 17 pp. 899-911 (2013)
P. Conrad, Y. M. Marzouk
SIAM Journal on Scientific Computing 35 pp. A2643–A2670 (2013)
G. Bal, I. Langmore, Y. M. Marzouk
Inverse Problems and Imaging 7 pp. 81–105 (2013)
X. Huan, Y. M. Marzouk
Journal of Computational Physics 232 pp. 288–317 (2013)
T. A. Moselhy, Y. M. Marzouk
Journal of Computational Physics 231 pp. 7815–7850 (2012)
J. Ray, S. McKenna, B. van Bloemen Waanders, Y. M. Marzouk
Advances in Water Resources 44 pp. 1–19 (2012)
A. Narayan, Y. M. Marzouk, D. Xiu
Journal of Computational Physics 231 pp. 6401–6418 (2012)
R. D. Berry, H. N. Najm, B. J. Debusschere, Y. M. Marzouk, H. Adalsteinsson
Journal of Computational Physics 231 pp. 2180-2198 (2012)
B. J. Debusschere, Y. M. Marzouk, H. N. Najm, B. Rhoads, D. A. Goussis, M. Valorani
Combustion Theory and Modeling 16 pp. 173-198 (2011)
S. McKenna, J. Ray, Y. M. Marzouk, B. van Bloemen Waanders
Advances in Water Resources 34 pp. 617-626 (2011)
F. Schlegel, D. Wee, Y. M. Marzouk, A. F. Ghoniem
Journal of Fluid Mechanics 676 pp. 461-490 (2011)
F. Rizzi, M. Salloum, Y. M. Marzouk, R. Xu, M. L. Falk, T. P. Weihs, G. Fritz, O. M. Knio
SIAM Multiscale Modeling and Simulation 9 pp. 486-512 (2011)
J. Ray, Y. M. Marzouk, H. N. Najm
Statistics in Medicine 30 pp. 101-126 (2010)
D. Wee, Y. M. Marzouk, F. Schlegel, A. F. Ghoniem
SIAM Journal on Scientific Computing 31 pp. 2510-2527 (2009)
Y. M. Marzouk, H. N. Najm
Journal of Computational Physics 228 pp. 1862-1902 (2009)
Y. M. Marzouk, D. Xiu
Communications in Computational Physics 6 pp. 826-847 (2009)
H. N. Najm, B. J. Debusschere, Y. M. Marzouk, S. Widmer, O. LeMaître
International Journal for Numerical Methods in Engineering 80 pp. 789-814 (2009)
K. Sargsyan, B. J. Debusschere, H. N. Najm, Y. M. Marzouk
Journal of Computational and Theoretical Nanoscience 6 pp. 2283-2297 (2009)
Y. M. Marzouk, H. N. Najm, L. A. Rahn,
Journal of Computational Physics 224 pp. 560-586 (2007)
Y. M. Marzouk, A. F. Ghoniem
Journal of Fluid Mechanics 575 pp. 267-305 (2007)
Y. M. Marzouk, A. F. Ghoniem
Journal of Computational Physics 207 pp. 493-528 (2005)
Y. M. Marzouk, A. F. Ghoniem, H. N. Najm
AIAA Journal 41 pp. 641-652 (2003)
Y. M. Marzouk, A. F. Ghoniem, H. N. Najm
Proceedings of the Combustion Institute 28 pp. 1859-1866 (2000)
Y. M. Marzouk, D. P. Hart
Experiments in Fluids 25 pp. 401-408 (1998)
Announcements

November 2019
Congratulations to Jakob Zech for accepting a faculty position in the Institute of Applied Mathematics at the University of Heidelberg!

September 2019
Congratulations to Ben Zhang for winning the MathWorks Fellowship from the MIT School of Engineering.

May 2019
Congratulations to Zheng Wang for successfully defending his PhD thesis!

February 2019
Congratulations to Fengyi Li for passing her doctoral qualifying exams.

May 2018
Congratulations to Andrew Davis for successfully defending his PhD thesis!

February 2018
Congratulations to Xun Huan for accepting a tenure-track position at the University of Michigan!

September 2017
Congratulations to Olivier Zahm for accepting a permanent position at INRIA in Grenoble!

August 2017
Congratulations to Alessio Spantini for successfully defending his PhD thesis, "On the low-dimensional structure of Bayesian inference!"

More announcements