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Data-driven model reduction for the Bayesian solution of inverse problems
Cui, Tiangang, Marzouk, Youssef M., Willcox, Karen E.
Published in International journal for numerical methods in engineering (04.05.2015)
Published in International journal for numerical methods in engineering (04.05.2015)
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Bayesian inference with optimal maps
El Moselhy, Tarek A., Marzouk, Youssef M.
Published in Journal of computational physics (01.10.2012)
Published in Journal of computational physics (01.10.2012)
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A Koopman framework for rare event simulation in stochastic differential equations
Zhang, Benjamin J., Sahai, Tuhin, Marzouk, Youssef M.
Published in Journal of computational physics (01.05.2022)
Published in Journal of computational physics (01.05.2022)
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Adaptive Smolyak Pseudospectral Approximations
Conrad, Patrick R., Marzouk, Youssef M.
Published in SIAM journal on scientific computing (01.01.2013)
Published in SIAM journal on scientific computing (01.01.2013)
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Stochastic spectral methods for efficient Bayesian solution of inverse problems
Marzouk, Youssef M., Najm, Habib N., Rahn, Larry A.
Published in Journal of computational physics (10.06.2007)
Published in Journal of computational physics (10.06.2007)
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Shared low-dimensional subspaces for propagating kinetic uncertainty to multiple outputs
Ji, Weiqi, Wang, Jiaxing, Zahm, Olivier, Marzouk, Youssef M., Yang, Bin, Ren, Zhuyin, Law, Chung K.
Published in Combustion and flame (01.04.2018)
Published in Combustion and flame (01.04.2018)
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Geometry-informed irreversible perturbations for accelerated convergence of Langevin dynamics
Zhang, Benjamin J., Marzouk, Youssef M., Spiliopoulos, Konstantinos
Published in Statistics and computing (01.10.2022)
Published in Statistics and computing (01.10.2022)
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Exploiting network topology for large-scale inference of nonlinear reaction models
Galagali, Nikhil, Marzouk, Youssef M.
Published in Journal of the Royal Society interface (01.03.2019)
Published in Journal of the Royal Society interface (01.03.2019)
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Rate-optimal refinement strategies for local approximation MCMC
Davis, Andrew D., Marzouk, Youssef, Smith, Aaron, Pillai, Natesh
Published in Statistics and computing (01.08.2022)
Published in Statistics and computing (01.08.2022)
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Inferring Fault Frictional and Reservoir Hydraulic Properties From Injection‐Induced Seismicity
Jagalur‐Mohan, Jayanth, Jha, Birendra, Wang, Zheng, Juanes, Ruben, Marzouk, Youssef
Published in Geophysical research letters (16.02.2018)
Published in Geophysical research letters (16.02.2018)
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An approximate empirical Bayesian method for large-scale linear-Gaussian inverse problems
Zhou, Qingping, Liu, Wenqing, Li, Jinglai, Marzouk, Youssef M
Published in Inverse problems (29.06.2018)
Published in Inverse problems (29.06.2018)
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