Roland Preuss

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Publications

Year Title Authors Details
2026 Bayesian Model Comparison of Basis Function Systems for Particle-Reflection-Distribution Data Roland Preuss, Udo von Toussaint Zenodo · DOI
2025 Determination of Uncertainty Model of a Particle-Reflection-Distribution Roland Preuss, Udo von Toussaint The 43rd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering · DOI
2024 Modelling of particle-reflection-distributions of rough surfaces U. von Toussaint, R. Preuss Nuclear Materials and Energy · DOI
2023 Outlier-Robust Surrogate Modeling of Ion–Solid Interaction Simulations Roland Preuss, Udo von Toussaint Entropy · DOI
2023 Preface of the 42nd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering—MaxEnt 2023 Udo von Toussaint, Roland Preuss The 42nd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering · DOI
2022 Outlier-Robust Surrogate Modelling of Ion-Solid Interaction Simulations Roland Preuss, Udo von Toussaint The 41st International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering · DOI
2021 Building a turbulence-transport workflow incorporating uncertainty quantification for predicting core profiles in a tokamak plasma D.P. Coster, R. Fischer, O. Hoenen, J. Lakhlili Nuclear Fusion · DOI
2019 Bayesian Inference and Maximum Entropy Methods in Science and Engineering—MaxEnt 2019 † Udo von Toussaint, Roland Preuss The 39th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering · DOI
2017 Gaussian processes for SOLPS data emulation R. Preuss, U. von Toussaint Fusion Science and Technology · DOI
2017 Parallel computation of Gaussian processes R. Preuss, U. von Toussaint AIP Conference Proceedings · DOI
2017 Sequential Batch Design for Gaussian Processes Employing Marginalization † Roland Preuss, Udo Von Toussaint Entropy · DOI
2017 Uncertainty quantification in ion–solid interaction simulations R. Preuss, U. von Toussaint Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms · DOI
2016 Investigations on Bayesian uncertainty quantification with two examples R. Preuss, U. von Toussaint AIP Conference Proceedings · DOI
2026
Bayesian Model Comparison of Basis Function Systems for Particle-Reflection-Distribution Data
Roland Preuss, Udo von Toussaint
Zenodo · DOI
2025
Determination of Uncertainty Model of a Particle-Reflection-Distribution
Roland Preuss, Udo von Toussaint
The 43rd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering · DOI
2024
Modelling of particle-reflection-distributions of rough surfaces
U. von Toussaint, R. Preuss
Nuclear Materials and Energy · DOI
2023
Outlier-Robust Surrogate Modeling of Ion–Solid Interaction Simulations
Roland Preuss, Udo von Toussaint
Entropy · DOI
2023
Preface of the 42nd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering—MaxEnt 2023
Udo von Toussaint, Roland Preuss
The 42nd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering · DOI
2022
Outlier-Robust Surrogate Modelling of Ion-Solid Interaction Simulations
Roland Preuss, Udo von Toussaint
The 41st International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering · DOI
2021
Building a turbulence-transport workflow incorporating uncertainty quantification for predicting core profiles in a tokamak plasma
D.P. Coster, R. Fischer, O. Hoenen, J. Lakhlili
Nuclear Fusion · DOI
2019
Bayesian Inference and Maximum Entropy Methods in Science and Engineering—MaxEnt 2019 †
Udo von Toussaint, Roland Preuss
The 39th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering · DOI
2017
Gaussian processes for SOLPS data emulation
R. Preuss, U. von Toussaint
Fusion Science and Technology · DOI
2017
Parallel computation of Gaussian processes
R. Preuss, U. von Toussaint
AIP Conference Proceedings · DOI
2017
Sequential Batch Design for Gaussian Processes Employing Marginalization †
Roland Preuss, Udo Von Toussaint
Entropy · DOI
2017
Uncertainty quantification in ion–solid interaction simulations
R. Preuss, U. von Toussaint
Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms · DOI
2016
Investigations on Bayesian uncertainty quantification with two examples
R. Preuss, U. von Toussaint
AIP Conference Proceedings · DOI

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