A Tewari, B Wheelock, J Clark, D Foster, M Li and Y Marzouk, Subsurface uncertainty quantification with deep geologic priors: A variational Bayesian framework,in Second International Meeting for Applied Geoscience & Energy, ed., 2022.
A Scarinci, Y Marzouk, C Gu, M Fehler, U bin Waheed, S Kaka and B Dia, Transport Lagrangian misfit measures and velocity model uncertainty in Bayesian moment tensor inversion,in First International Meeting for Applied Geoscience & Energy Expanded Abstracts, ed., 2021.
F Menhorn, G Geraci, D Seidl,, MS Eldred, R King, H.-J. Bungartz and Youssef Marzouk, Higher moment multilevel estimators for optimization under uncertainty applied to wind plant design,in AIAA Scitech 2020 Forum, ed., 2020.
G Geraci, F Menhorn, X Huan, C Safta, Y Marzouk, H Najm and M Eldred, Progress in scramjet design optimization under uncertainty using simulations of the HIFiRE Direct Connect Rig,in AIAA Scitech 2019 Forum, ed., 2019.
P.-Y. Gousenbourger, E. M. Massart, A. Musolas, P.-A. Absil, J. M. Hendrickx, L. Jacques and Y. M. Marzouk, Piecewise-Bézier C^1 smoothing on manifolds with application to wind field estimation,25th European Symposium on Artificial Neural Networks, Computational Intelligence, and Machine Learning (ESANN 2017), 2017.
R. Baptista, Y. M. Marzouk, K. Willcox and B. Peherstorfer, Optimal approximations of coupling in multi-disciplinary models, 2017 AIAA SciTech Forum and 19th AIAA Non-Deterministic Approaches Conference, 2017.
A. Spantini, D. Bigoni and Y. M. Marzouk, Variational inference via decomposable transports: new algorithms for Bayesian filtering and smoothing, ed., NIPS 2016 workshop on Advances in Approximate Bayesian Inference, 2016.
J. Alora, A. Gorodetsky, S. Karaman, Y. M. Marzouk and N. Lowry, Automated synthesis of low-rank control systems from sc-LTL specifications using tensor-train decompositions,55th IEEE Conference on Decision and Control (CDC), 2016.
M. E. Gharamti, Y. M. Marzouk, X. Huan and I. Hoteit, A greedy approach for placement of subsurface aquifer wells in an ensemble filtering framework,Dynamic Data-Driven Environmental Systems Science (DyDESS), Cambridge, MA., 2015.
F. Augustin and Y. M. Marzouk, Uncertainty quantification in high-performance computing,First SIGPLAN Workshop on Probabilistic and Approximate Computing (Collocated with PLDI 2014). Edinburgh, UK., 2014.
N. Lowry, R. Mangoubi, M. Desai, Y. M. Marzouk and P. Sammak, Texton-based segmentation and classification of human embryonic stem cell colonies using multi-stage Bayesian level sets, 9th IEEE International Symposium on Biomedical Imaging (ISBI). Barcelona, Spain., 2012.
T. Coles, H. Najm and Y. M. Marzouk, CSP simplification of chemical kinetic systems under uncertainty,International Workshop on Model Reduction in Reacting Flow/13th International Conference on Numerical Combustion. Corfu, Greece, 2011.
N. Lowry, R. Mangoubi, M. Desai, Y. M. Marzouk and P. Sammak, A unified approach to expectation maximization and level set segmentation applied to stem cell and brain MRI images,IEEE International Symposium on Biomedical Imaging. Chicago, IL, 2011.
B. Debusschere, B. Rhoads, H. Najm, Y. M. Marzouk, D. Goussis, M. Valorani and M. Frenklach, Time integration of chemical kinetics with computational singular perturbation and tabulation,Western States Section of the Combustion Institute, Fall Meeting, Irvine, CA, 2009.
Y. M. Marzouk, B. Debusschere, H. Najm, D. Goussis, M. Valorani and M. Frenklach, Time integration of reacting flows with CSP tabulation,Second International Workshop on Model Reduction in Reacting Flows, Notre Dame, IN, 2009.
Najm, H.N., Safta, C., Marzouk, Y.M., Ray, J., Valorani, M. and Goussis, D., High-order AMR computations of reacting flow with adaptive reduction of chemical stiffness,SciDAC 2008, Seattle, WA., 2008.
Ray, J., Marzouk, Y.M., Najm, H.N., Kraus, M. and Fast, P., Estimating bioterror attacks from patient data: a Bayesian approach,in Proceedings of the American Statistical Association., RAND/ASA Conference on Quantitative Methods & Statistical Applications in Defense and National Security., Santa Monica, CA, USA, 2006.
Marzouk, Y.M., Najm, H.N. and Rahn, L.A., Stochastic spectral methods for efficient Bayesian solution of inverse problems,Bayesian Inference and Maximum Entropy Methods in Science and Engineering, 2005.
Speth, R.L., Marzouk, Y.M. and Ghoniem, A.F., A quasi-one-dimensional unsteady laminar flame formulation with independent strain rate and curvature,Third MIT Conference on Computational Fluid and Solid Mechanics, 2005.
Marzouk, Y.M. and Ghoniem, A.F., Vorticity generation mechanisms and correct boundary conditions for transverse jet simulation,Proceedings of the Second MIT Conference on Computational Fluid and Solid Mechanics, 2003.