A. Maurais and Y. M. Marzouk, Adaptive Algorithms for Continuous-Time Transport: Homotopy-Driven Sampling and a New Interacting Particle Systemin NeurIPS 2023 Workshop on Optimal Transport and Machine Learning, 12 2023.
A. Maurais and Y. M. Marzouk, Sampling in Unit Time with Kernel Fisher-Rao Flowin International Conference on Machine Learning (ICML), vol. 235, 7 2024, pp. 35138–35162.
F. Y. Li and Y. M. Marzouk, Diffusion map particle systems for generative modelingin ICML 2023 Workshop on Structured Probabilistic Inference & Generative Modeling, 4 2023.
A. Maurais, T. Alsup, B. Peherstorfer and Y. M. Marzouk, Multi-Fidelity Covariance Estimation in the Log-Euclidean Geometryin Proceedings of the 40th International Conference on Machine Learning, vol. 202, 7 2023, PMLR, pp. 24214–24235.
N. Chandramoorthy, F. Schaefer and Y. M. Marzouk, A score-based operator Newton method for measure transportin Proceedings of The 27th International Conference on Artificial Intelligence and Statistics, vol. 238, 5 2024, PMLR, pp. 3349–3357.
M. Brennan, R. Baptista and Y. M. Marzouk, Dimension reduction via score ratio matchingin NeurIPS 2022 Workshop on Score-Based Methods, 2022.
A. Tewari, B. Wheelock, J. Clark, D. Foster, M. T. C. Li and Y. M. Marzouk, Subsurface uncertainty quantification with deep geologic priors: A variational Bayesian frameworkin Second International Meeting for Applied Geoscience & Energy, 2022.
B. J. Zhang, T. Sahai and Y. M. Marzouk, Sampling via controlled stochastic dynamical systemsin NeurIPS 2021 workshop: I (Still) Can’t Believe It’s Not Better!, 2021.
A. Scarinci, Y. M. 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 inversionin First International Meeting for Applied Geoscience & Energy Expanded Abstracts, 2021.
M. Le Provost, R. Baptista, Y. M. Marzouk and J. Eldredge, A low-rank nonlinear ensemble filter for vortex models of aerodynamic flowsin AIAA Scitech 2021 Forum, 2021.
J. Eldredge, M. Le Provost, R. Baptista and Y. M. Marzouk, Applications of ensemble Kalman filtered vortex modeling to gust–wing interactionsin AIAA Scitech 2021 Forum, 2021.
M. Izzatullah, R. Baptista, L. Mackey, Y. M. Marzouk and D. Peter, Bayesian seismic inversion: measuring Langevin MCMC sample quality with kernelsin SEG Technical Program Expanded Abstracts, 2020.
F. Menhorn, G. Geraci, D. Seidl,, M. S. Eldred, R. King, H.-J. Bungartz and Y. M. Marzouk, Higher moment multilevel estimators for optimization under uncertainty applied to wind plant designin AIAA Scitech 2020 Forum, 2020.
G. Geraci, F. Menhorn, X. Huan, C. Safta, Y. M. Marzouk, H. Najm and M. Eldred, Progress in scramjet design optimization under uncertainty using simulations of the HIFiRE Direct Connect Rigin AIAA Scitech 2019 Forum, 2019.
B. J. Zhang, B.-Y. Min, T. Sahai and Y. M. Marzouk, Rare event simulation of rotorcraft systems2018 AIAA SciTech Forum and 20th AIAA Non-Deterministic Approaches Conference, 2018.
A. Gorodetsky, S. Karaman and Y. M. Marzouk, Low-rank tensor integration for Gaussian filtering of continuous time nonlinear systems56th IEEE Conference on Decision and Control (CDC), 2017.
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 estimation25th 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 models2017 AIAA SciTech Forum and 19th AIAA Non-Deterministic Approaches Conference, 2017.
D. Bigoni, A. Spantini and Y. M. Marzouk, Adaptive construction of measure transports for Bayesian inferenceNIPS 2016 workshop on Advances in Approximate Bayesian Inference, 2016.
A. Spantini, D. Bigoni and Y. M. Marzouk, Variational inference via decomposable transports: new algorithms for Bayesian filtering and smoothingNIPS 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 decompositions55th IEEE Conference on Decision and Control (CDC), 2016.
A. Marques, Q. Wang and Y. M. Marzouk, Data-driven probabilistic boundary layer modeling for airfoil performance prediction34th AIAA Applied Aerodynamics Conference, AIAA AVIATION Forum, 2016.
A. Gorodetsky, S. Karaman and Y. M. Marzouk, Efficient high-dimensional stochastic optimal motion control using tensor-train decompositionRobotics: Science and Systems (RSS) XI. Rome, Italy., 2015.
M. E. Gharamti, Y. M. Marzouk, X. Huan and I. Hoteit, A greedy approach for placement of subsurface aquifer wells in an ensemble filtering frameworkDynamic Data-Driven Environmental Systems Science (DyDESS), Cambridge, MA., 2015.
F. Augustin and Y. M. Marzouk, Uncertainty quantification in high-performance computingFirst 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 sets9th 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 uncertaintyInternational 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 imagesIEEE International Symposium on Biomedical Imaging. Chicago, IL, 2011.
X. Huan and Y. M. Marzouk, Optimal Bayesian experimental design for combustion kinetics.49th AIAA Aerospace Sciences Meeting. Orlando, FL, 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 tabulationWestern 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 tabulationSecond International Workshop on Model Reduction in Reacting Flows, Notre Dame, IN, 2009.
H. N. Najm, C. Safta, Y. M. Marzouk, J. Ray, M. Valorani and D. Goussis, High-order AMR computations of reacting flow with adaptive reduction of chemical stiffnessSciDAC 2008, Seattle, WA., 2008.
J. Ray and Y. M. Marzouk, A Bayesian method for inferring transmission chains in a partially observed epidemicProceedings of the 2008 Joint Statistical Meetings; Denver, CO., 2008.
J. Ray, Y. M. Marzouk, H. N. Najm, M. Kraus and P. Fast, Estimating bioterror attacks from patient data: a Bayesian approachin Proceedings of the American Statistical Association.RAND/ASA Conference on Quantitative Methods & Statistical Applications in Defense and National Security., Santa Monica, CA, USA, 2006.
Y. M. Marzouk and A. F. Ghoniem, Actuating transverse jets via nozzle-edge vortical perturbationsAIAA paper 2006-1492, 2006.
Y. M. Marzouk, H. N. Najm and L. A. Rahn, Stochastic spectral methods for efficient Bayesian solution of inverse problemsBayesian Inference and Maximum Entropy Methods in Science and Engineering, 2005.
R. L. Speth, Y. M. Marzouk and A. F. Ghoniem, A quasi-one-dimensional unsteady laminar flame formulation with independent strain rate and curvatureThird MIT Conference on Computational Fluid and Solid Mechanics, 2005.
D. H. Wee, Y. M. Marzouk and A. F. Ghoniem, Lagrangian simulation of a jet in crossflow at finite Reynolds numberAIAA paper 2005-0291, 2005.
R. L. Speth, Y. M. Marzouk and A. F. Ghoniem, Impact of hydrogen addition on flame response to stretch and curvatureAIAA paper 2005-0143, 2005.
Y. M. Marzouk and A. F. Ghoniem, Vorticity formulation for an actuated jet in crossflowAIAA paper 2004-0096, 2004.
Y. M. Marzouk and A. F. Ghoniem, Vorticity generation mechanisms and correct boundary conditions for transverse jet simulationProceedings of the Second MIT Conference on Computational Fluid and Solid Mechanics, 2003.
Y. M. Marzouk, A. F. Ghoniem and H. N. Najm, Mechanism of streamwise vorticity formation in a transverse jetAIAA paper 2002-1063, 2002.
Y. M. Marzouk, A. F. Ghoniem and H. N. Najm, Can a one-dimensional strained flame model flame-vortex interactions?Proceedings of the Second Mediterranean Combustion Symposium: 372–383, 2002.
Y. M. Marzouk, A. F. Ghoniem and H. N. Najm, A flame embedding model for turbulent combustion simulationAIAA paper 2000-0866, 2000.