Udo von Toussaint

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 8

Top Topics

Gaussian Process

Prior Distribution

Kullback Leibler Distance

Top Venues

Comput. Phys. Commun.

Publications

Yehor Yudin, David Coster, Udo von Toussaint, Frank Jenko
Epistemic and Aleatoric Uncertainty Quantification and Surrogate Modelling in High-Performance Multiscale Plasma Physics Simulations. ICCS (4) (2023)
Yehor Yudin, David Coster, Udo von Toussaint, Frank Jenko
Epistemic and Aleatoric Uncertainty Quantification and Surrogate Modelling in High-Performance Multiscale Plasma Physics Simulations. CoRR (2023)
Roland Preuss, Udo von Toussaint
Outlier-Robust Surrogate Modeling of Ion-Solid Interaction Simulations. Entropy 25 (4) (2023)
Christopher G. Albert, Ulrich Callies, Udo von Toussaint
A Bayesian Approach to the Estimation of Parameters and Their Interdependencies in Environmental Modeling. Entropy 24 (2) (2022)
Udo von Toussaint, F. Javier Domínguez-Gutiérrez, Michele Compostella, Markus Rampp
FaVAD: A software workflow for characterization and visualizing of defects in crystalline structures. Comput. Phys. Commun. 262 (2021)
Roland Preuss, Rodrigo Arredondo, Udo von Toussaint
Bayesian Determination of Parameters for Plasma-Wall Interactions. Entropy 21 (12) (2019)
Roland Preuss, Udo von Toussaint
Global Optimization Employing Gaussian Process-Based Bayesian Surrogates. Entropy 20 (3) (2018)
Roland Preuss, Udo von Toussaint
Sequential Batch Design for Gaussian Processes Employing Marginalization †. Entropy 19 (2) (2017)
Udo von Toussaint
General Hyperplane Prior Distributions Based on Geometric Invariances for Bayesian Multivariate Linear Regression. Entropy 17 (6) (2015)
Udo von Toussaint, Silvio Gori, Volker Dose
Invariance priors for Bayesian feed-forward neural networks. Neural Networks 19 (10) (2006)