Comparison of various uncertainty models with experimental investigations regarding the failure of plates with holes. - Martin Drieschner; Yuri Petryna; Robert Gruhlke; Martin Eigel; Dietmar Hömberg (Reliab. Eng. Syst. Saf., 2020)

Low-rank Wasserstein polynomial chaos expansions in the framework of optimal transport. - Robert Gruhlke; Martin Eigel (CoRR, 2022)

Less interaction with forward models in Langevin dynamics. - Martin Eigel; Robert Gruhlke; David Sommer (CoRR, 2022)

Low-rank tensor reconstruction of concentrated densities with application to Bayesian inversion. - Martin Eigel; Robert Gruhlke; Manuel Marschall (Stat. Comput., 2022)

Generative Modelling with Tensor Train approximations of Hamilton-Jacobi-Bellman equations. - David Sommer; Robert Gruhlke; Max Kirstein; Martin Eigel; Claudia Schillings (CoRR, 2024)

Importance Corrected Neural JKO Sampling. - Johannes Hertrich; Robert Gruhlke (CoRR, 2024)

Less Interaction with Forward Models in Langevin Dynamics: Enrichment and Homotopy. - Martin Eigel; Robert Gruhlke; David Sommer (SIAM J. Appl. Dyn. Syst., 2024)

Gradient-Free Sequential Bayesian Experimental Design via Interacting Particle Systems. - Robert Gruhlke; Matei Hanu; Claudia Schillings; Philipp Wacker (CoRR, 2025)