Publications of R. Preuss

Kus, A.; Ascasibar, E.; Dinklage, A.; Harris, J. H.; Okamura, S.; Preuss, R.; Sano, F.; Stroth, U.; Talmadge, J.; Yamada, H.: Cluster analysis of the International Stellarator Confinement Database. PLASMA 2007 – International Conference on Research and Applications of Plasmas combined with the 4th German-Polish Conference on Plasma Diagnostics for Fusion and Applications and the 6th French-Polish Seminar on Thermal Plasma in Space and Laboratory, Greifswald (2007)

Ascasibar, E.; Lopez-Bruna, D.; Castejón, F.; Tribaldos, V.; Maassberg, H.; Beidler, C. D.; Brakel, R.; Dinklage, A.; Geiger, J.; Harris, J. H. et al.; Kus, A.; Mizuuchi, T.; Murakami, S.; Okamura, S.; Preuss, R.; Sano, F.; Stroth, U.; Suzuki, Y.; Talmadge, J.; Turkin, Y.; Watanabe, K. Y.; Weller, A.; Werner, A.; Yamada, H.; Yokoyama, M.: Effect of rotational transform and shear on confinement. Joint Conference of 17th International Toki Conference on Physics of Flows and Turbulence in Plasmas and 16th International Stellarator/Heliotron Workshop, Ceratopia Toki, Gifu (2007)

Dinklage, A.; Dreier, H.; Fischer, R.; Gori, S.; Preuss, R.; von Toussaint, U.: Integrated data analysis for fusion: A Bayesian Tutorial for Diagnosticians. International Workshop on Burning Plasma Diagnostics, Varenna (2007)

Preuss, R.; von Toussaint, U.: Numerical integration methods for model comparison. 27th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2007), Saratoga Springs, NY (2007)

Preuss, R.; von Toussaint, U.: Comparison of numerical methods for evidence calculation. 27th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2007), Saratoga Springs, NY (2007)

Preuss, R.; Dinklage, A.: Model Comparison in Plasma Energy Confinement Scaling revisited. 26th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2006), Paris (2006)

Preuss, R.: Assessment of physical models for the global confinement time scaling in W7-AS. 4th Workshop on Fusion Data Processing, Validation and Analysis, Jülich (2006)

Dinklage, A.; Ascasibar, E.; Beidler, C. D.; Dose, V.; Geiger, J.; Harris, J. H.; Kus, A.; Murakami, S.; Okamura, S.; Preuss, R. et al.; Sano, F.; Stroth, U.; Suzuki, Y.; Talmadge, J.; Tribaldos, V.; Watanabe, K. Y.; Yamada, H.; Yokoyama, M.: Assessment of Global Stellarator Confinement: Status of the International Stellarator Confinement Scaling Data Base. 15th International Stellarator Workshop, Madrid (2005)

Preuss, R.; Dose, V.; Dinklage, A.: Errors in all variables. 25th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 05), San Jose,CA (2005)

Schwarz-Selinger, T.; Kang, H. D.; Preuss, R.; Dose, V.: Quantitative Mass Spectrometry with the Help of Bayesian Data Analysis. Seminar SFB 591 "Universelles Verhalten gleichgewichtsferner Plasmen", Universität Bochum (2004)

Schwarz-Selinger, T.; Kang, H. D.; Preuss, R.; Dose, V.: Bayessche Analyse von Quadrupol-Massenspektren: Was steckt in den Daten? Seminar zu Aktuellen Problemen der Technischen und Festkörperphysik, Technische Universität Chemnitz (2004)

Schwarz-Selinger, T.; Kang, H.; Preuss, R.; Dose, V.: Zerlegung von Massenspektren mit Hilfe der Bayes'schen Datenanalyse. 11. Erfahrungsaustausch Oberflächentechnologie mit Plasmaprozessen, Mühlleithen (2004)

Schwarz-Selinger, T.; Kang, H. D.; Preuss, R.; Dose, V.: Decomposition of Multicomponent Mass Spectra Applying Bayesian Data Analysis. ASEVA Workshop 14: Reactive Plasmas - Physical and Chemical Processes in Reactive Hydrocarbon Plasmas in Contact with Surfaces, Avila (2003)

Preuss, R.: Bayes'sche Datenanalyse für voneinander abweichende Datengruppen. Kolloquium der PTB, Braunschweig (2003)

Toussaint, U. v.; Preuss, R.: Self-consistent modelling of particle-reflection distributions of dynamically modifying rough surfaces under energetic particle bombardment using SDtrimSP and comparison with MD simulations. 26th International Conference on Plasma Surface Interaction in Controlled Fusion Devices (PSI 26), Marseille (submitted)

Preuss, R.; Toussaint, U. v.: Global variance as an utility function in Bayesian optimization. 40th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2021) (virtual), Graz (submitted)

Coster, D.; Fischer, R.; Hoenen, O.; Lakhlili, J.; Luk, O.; Preuss, R.; Scott, B.; 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. 28th IAEA Fusion Energy Conference (FEC 2020), Virtual (submitted)

Preuss, R.; Toussaint, U. v.: Parallel Computation of Gaussian Processes. 36th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2016), Ghent (submitted)

Preuss, R.; Toussaint, U. v.: Bayesian uncertainty quantification for an electrostatic plasma model. 34th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2014), Amboise (submitted)

Preuss, R.; Toussaint, U. v.: Prediction of SOLPS data employing Gaussian Processes. 41st EPS Conference on Plasma Physics, Berlin (submitted)