Certified Dimension Reduction for Bayesian Updating with the Cross-Entropy Method. - Max Ehre; Rafael Flock; Martin Fußeder; Iason Papaioannou; Daniel Straub (SIAM/ASA J. Uncertain. Quantification, 2023)

Dimension reduction methods for Bayesian inversion with applications in image reconstruction. (Méthodes de réduction des dimensions pour l'inversion bayésienne et applications à la reconstruction d'images). - Rafael Flock (2024)

Certified coordinate selection for high-dimensional Bayesian inversion with Laplace prior. - Rafael Flock; Yiqiu Dong; Felipe Uribe; Olivier Zahm (Stat. Comput., 2024)

Local MALA-within-Gibbs for Bayesian Image Deblurring with Total Variation Prior. - Rafael Flock; Shuigen Liu; Yiqiu Dong; Xin T. Tong (SIAM J. Sci. Comput., 2025)