Sebastian Kersting

On the density estimation problem for uncertainty propagation with unknown input distributions

M. Kohler, Sebastian Kersting, 2020, 2012.10113.

Estimation of an improved surrogate model in uncertainty quantification by neural networks

M. Kohler, Sebastian Kersting, Benedict Götz, 2020 .

Estimation of Uncertainty in the Lateral Vibration Attenuation of a Beam with Piezo-Elastic Supports by Neural Networks

Sebastian Kersting, Benedict Götz, 2018, Applied Mechanics and Materials.

Estimation of an improved surrogate model in uncertainty quantification by neural networks

M. Kohler, Sebastian Kersting, Benedict Götz, 2020, Annals of the Institute of Statistical Mathematics.

Types of Uncertainty

M. Kohler, S. Ulbrich, M. Pfetsch, 2021, Springer Tracts in Mechanical Engineering.

Methods and Technologies for Mastering Uncertainty

Kevin T. Logan, Daniel M. Martin, E. Abele, 2021, Springer Tracts in Mechanical Engineering.

Uncertainty Quantification in Case of Imperfect Models: A Review pdf

Michael Kohler, Sebastian Kersting, M. Kohler, 2020, ArXiv.