Cross-Entropy-Based Importance Sampling with Failure-Informed Dimension Reduction for Rare Event Simulation. - Felipe Uribe; Iason Papaioannou; Youssef M. Marzouk; Daniel Straub (SIAM/ASA J. Uncertain. Quantification, 2021)

Structural Gaussian Priors for Bayesian CT reconstruction of Subsea Pipes. - Silja L. Christensen; Nicolai André Brogaard Riis; Felipe Uribe; Jakob Sauer Jørgensen (CoRR, 2022)

A Hybrid Gibbs Sampler for Edge-Preserving Tomographic Reconstruction with Uncertain View Angles. - Felipe Uribe; Johnathan M. Bardsley; Yiqiu Dong; Per Christian Hansen; Nicolai André Brogaard Riis (SIAM/ASA J. Uncertain. Quantification, 2022)

CUQIpy - Part I: computational uncertainty quantification for inverse problems in Python. - Nicolai André Brogaard Riis; Amal Mohammed A. Alghamdi; Felipe Uribe; Silja L. Christensen; Babak Maboudi Afkham; Per Christian Hansen; Jakob Sauer Jørgensen (CoRR, 2023)

CUQIpy - Part II: computational uncertainty quantification for PDE-based inverse problems in Python. - Amal Mohammed A. Alghamdi; Nicolai André Brogaard Riis; Babak Maboudi Afkham; Felipe Uribe; Silja L. Christensen; Per Christian Hansen; Jakob Sauer Jørgensen (CoRR, 2023)

Horseshoe Priors for Edge-Preserving Linear Bayesian Inversion. - Felipe Uribe; Yiqiu Dong; Per Christian Hansen (SIAM J. Sci. Comput., 2023)

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