Publications of R. Preuss

Toussaint, U. v.; Preuss, R.: Modelling of particle-reflection-distributions of rough surfaces. Nuclear Materials and Energy 41, 101817 (2024)

Preuss, R.; Toussaint, U. v.: Outlier-Robust Surrogate Modeling of Ion-Solid Interaction Simulations. Entropy 25 (4), 685 (2023)

Preuss, R.; Toussaint, U. v.: Outlier-Robust Surrogate Modelling of Ion-Solid Interaction Simulations. Physical Sciences Forum 5 (1), 35 (2022)

Coster, D. P.; Fischer, R.; Hoenen, O.; Lakhlili, J.; Luk, O. O.; Preuss, R.; Scott, B. D.; Toussaint, U. v.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Building a turbulence-transport workflow incorporating uncertainty quantification for predicting core profiles in a tokamak plasma. Nuclear Fusion 61, 126068 (2021)

Löptien, U.; Dietze, H.; Preuss, R.; Toussaint, U. v.: Mapping manifestations of parametric uncertainty in projected pelagic oxygen concentrations back to contemporary local model fidelity. Scientific Reports 11, 20949 (2021)

Preuss, R.; Toussaint, U. v.: Global Variance as a Utility Function in Bayesian Optimization. Physical Sciences Forum 3 (1), 3 (2021)

Preuss, R.; Arredondo, R.; Toussaint, U. v.: Bayesian Determination of Parameters for Plasma-Wall Interactions. Entropy 21 (12), 1175 (2019)

Preuss, R.; Arredondo, R.; Toussaint, U. v.: Bayesian Determination of Parameters for Plasma-Wall Interactions. Proceedings 33 (1), 27 (2019)

Preuss, R.; Toussaint, U. v.: Global Optimization Employing Gaussian Process-Based Bayesian Surrogates. Entropy 20 (3), 201 (2018)

Preuss, R.; Toussaint, U. v.: Uncertainty quantification in ion-solid interaction simulations. Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms 393, pp. 26 - 28 (2017)

Preuss, R.; Toussaint, U. v.: Sequential Batch Design for Gaussian Processes Employing Marginalization. Entropy 19 (2), 84 (2017)

Preuss, R.; Toussaint, U. v.: Parallel computation of Gaussian processes. AIP Conference Proceedings 1853 (1), 050004 (2017)

Fischer, R.; Bock, A.; Dunne, M.; Fuchs, J. C.; Giannone, L.; Lackner, K.; McCarthy, P. J.; Poli, E.; Preuss, R.; Rampp, M. et al.; Schubert, M.; Stober, J.; Suttrop, W.; Tardini, G.; Weiland, M.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Coupling of the Flux Diffusion Equation with the Equilibrium Reconstruction at ASDEX Upgrade. Fusion Science and Technology 69 (2), pp. 526 - 536 (2016)

Preuss, R.; Toussaint, U. v.: Gaussian Processes for SOLPS Data Emulation. Fusion Science and Technology 69 (3), pp. 605 - 610 (2016)

Preuss, R.; Toussaint, U. v.: Investigations on Bayesian uncertainty quantification with two examples. AIP Conference Proceedings 1757, 060001 (2016)

Rampp, M.; Preuss, R.; Fischer, R.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: GPEC: A Real-Time-Capable Tokamak Equilibrium Code. Fusion Science and Technology 70 (1), pp. 1 - 13 (2016)

Giannone, L.; Reich, M.; Maraschek, M.; Poli, E.; Rapson, C.; Barrera, L.; McDermott, R.; Mlynek, A.; Ruan, Q.; Treutterer, W. et al.; Wenzel, L.; Bock, A.; Conway, G.; Fischer, R.; Fuchs, J. C.; Lackner, K.; McCarthy, P. J.; Preuss, R.; Rampp, M.; Schuhbeck, K. H.; Stober, J.; Zohm, H.; ASDEX Upgrade Team: A data acquisition system for real-time magnetic equilibrium reconstruction on ASDEX Upgrade and its application to NTM stabilization experiments. Fusion Engineering and Design 88 (12), pp. 3299 - 3311 (2013)

Rampp, M.; Preuss, R.; Fischer, R.; Hallatschek, K.; Giannone, L.: A parallel Grad-Shafranov solver for real-time control of tokamak plasmas. Fusion Science and Technology 62 (3), pp. 409 - 418 (2012)

Weller, A.; Watanabe, K. Y.; Sakakibara, S.; Dinklage, A.; Funaba, H.; Geiger, J.; Harris, J. H.; Ohdachi, S.; Preuss, R.; Suzuki, Y. et al.; Werner, A.; Yamada, H.; Zarnstorff, M. C.; W7-X Team; LHD Experimental Group: International Stellarator/Heliotron Database progress on high-beta confinement and operational boundaries. Nuclear Fusion 49, 065016 (13pp) (2009)

Dieterich, P.; Klages, R.; Preuss, R.; Schwab, A.: Anomalous dynamics of cell migration. PNAS - Proceedings of the National Academy of Sciences of the United States of America 105 (2), pp. 459 - 463 (2008)