An approximate empirical Bayesian method for large-scale linear-Gaussian inverse problems

by Zhou, Qingping, Liu, Wenqing, Li, Jinglai, Marzouk, Youssef M
Published 2019

Transport Map Accelerated Markov Chain Monte Carlo

by Marzouk, Youssef M
Published 2020

On dimension reduction in Gaussian filters

by Hakkarainen, Janne, Solonen, Antti, Cui, Tiangang, Marzouk, Youssef M
Published 2016

Spectral Tensor-Train Decomposition

by Engsig-Karup, Allan P., Bigoni, Daniele, Marzouk, Youssef M
Published 2017

A transport-based multifidelity preconditioner for Markov chain Monte Carlo

by Peherstorfer, Benjamin, Marzouk, Youssef M
Published 2020