Publikationen von R. Preuss
Alle Typen
Zeitschriftenartikel (41)
2023
Zeitschriftenartikel
25 (4), 685 (2023)
Outlier-Robust Surrogate Modeling of Ion-Solid Interaction Simulations. Entropy 2022
Zeitschriftenartikel
5 (1), 35 (2022)
Outlier-Robust Surrogate Modelling of Ion-Solid Interaction Simulations. Physical Sciences Forum 2021
Zeitschriftenartikel
61, 126068 (2021)
Building a turbulence-transport workflow incorporating uncertainty quantification for predicting core profiles in a tokamak plasma. Nuclear Fusion
Zeitschriftenartikel
11, 20949 (2021)
Mapping manifestations of parametric uncertainty in projected pelagic oxygen concentrations back to contemporary local model fidelity. Scientific Reports
Zeitschriftenartikel
3 (1), 3 (2021)
Global Variance as a Utility Function in Bayesian Optimization. Physical Sciences Forum 2019
Zeitschriftenartikel
21 (12), 1175 (2019)
Bayesian Determination of Parameters for Plasma-Wall Interactions. Entropy
Zeitschriftenartikel
33 (1), 27 (2019)
Bayesian Determination of Parameters for Plasma-Wall Interactions. Proceedings 2018
Zeitschriftenartikel
20 (3), 201 (2018)
Global Optimization Employing Gaussian Process-Based Bayesian Surrogates. Entropy 2017
Zeitschriftenartikel
393, S. 26 - 28 (2017)
Uncertainty quantification in ion-solid interaction simulations. Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms
Zeitschriftenartikel
19 (2), 84 (2017)
Sequential Batch Design for Gaussian Processes Employing Marginalization. Entropy
Zeitschriftenartikel
1853 (1), 050004 (2017)
Parallel computation of Gaussian processes. AIP Conference Proceedings 2016
Zeitschriftenartikel
69 (2), S. 526 - 536 (2016)
Coupling of the Flux Diffusion Equation with the Equilibrium Reconstruction at ASDEX Upgrade. Fusion Science and Technology
Zeitschriftenartikel
69 (3), S. 605 - 610 (2016)
Gaussian Processes for SOLPS Data Emulation. Fusion Science and Technology
Zeitschriftenartikel
1757, 060001 (2016)
Investigations on Bayesian uncertainty quantification with two examples. AIP Conference Proceedings
Zeitschriftenartikel
70 (1), S. 1 - 13 (2016)
GPEC: A Real-Time-Capable Tokamak Equilibrium Code. Fusion Science and Technology 2013
Zeitschriftenartikel
88 (12), S. 3299 - 3311 (2013)
A data acquisition system for real-time magnetic equilibrium reconstruction on ASDEX Upgrade and its application to NTM stabilization experiments. Fusion Engineering and Design 2012
Zeitschriftenartikel
62 (3), S. 409 - 418 (2012)
A parallel Grad-Shafranov solver for real-time control of tokamak plasmas. Fusion Science and Technology 2009
Zeitschriftenartikel
49, 065016 (13pp) (2009)
International Stellarator/Heliotron Database progress on high-beta confinement and operational boundaries. Nuclear Fusion 2008
Zeitschriftenartikel
105 (2), S. 459 - 463 (2008)
Anomalous dynamics of cell migration. PNAS - Proceedings of the National Academy of Sciences of the United States of America
Zeitschriftenartikel
81 (5), 55001 (6pp) (2008)
Data adaptive control parameter estimation for scaling laws for magnetic fusion devices. Europhysics Letters