Publications of R. Preuss

Toussaint, U. v.; Preuss, R.: Uncertainty Quantification in Ion-Solid Interaction Simulations. Conference on Computer Simulation of Radiation Effects in Solids (COSIRES 2016), Loughborough (2016)

Fischer, R.; Bock, A.; Denk, S.; Dunne, M.; Fuchs, J. C.; Giannone, L.; Kurzan, B.; Lackner, K.; McCarthy, P. J.; Mlynek, A. et al.; Preuss, R.; Rampp, M.; Stroth, U.; Weiland, M.; Willensdorfer, M.; Wolfrum, E.; Zehrfeld, H.-P.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Recent developments of Integrated Data Analysis at ASDEX Upgrade: Kinetic profiles, current diffusion and equilibrium. 1st IAEA Technical Meeting on Fusion Data Processing, Validation and Analysis, Nice (2015)

Preuss, R.; Toussaint, U. v.: Investigations on Bayesian uncertainty quantification with two examples. 35th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2015), Potsdam, NY (submitted)

Toussaint, U. v.; Preuss, R.: Uncertainty quantification for complex models. Excellence Cluster Origins of the Universe Bayes Forum, Garching (submitted)

Toussaint, U. v.; Preuss, R.: Bayesian Gaussian Processes as surrogate models for complex computer codes. 1st IAEA Technical Meeting on Fusion Data Processing, Validation and Analysis, Nice (2015)

Giannone, L.; Bernert, M.; Fischer, R.; Fuchs, C.; Gromann, L.; Gude, A.; Igochine, V.; Kallenbach, A.; Lackner, K.; Lunt, T. et al.; Maraschek, M.; Martinov, S.; McCarthy, P. J.; Meister, H.; Odstrcil, T.; Preuss, R.; Rampp, M.; Rapson, C.; Scarabosio, A.; Sigalov, A.; Schuhbeck, K.-H.; Sieglin, B.; Suttrop, W.; Zammuto, I.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Real-time magnetic equilibria on ASDEX Upgrade tokamak. 14th Scientific Research and Big Physics Symposium, München (submitted)

Preuss, R.; Toussaint, U. v.: Prediction of Data with Help of the Gaussian Process Method. 33rd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2013), Canberra (2013)

von Toussaint, U.; Preuss, R.: Gaussian Processes for multi-dimensional data regression. IPP-Theory Seminar, Usedom (2013)

Dieterich, P.; Preuss, R.: Bayesian Parameter Estimation for Stochastic Models of Biological Cell Migration. 32nd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2011), Garching (2012)

Fischer, R.; Burckhart, A.; Dunne, M.; Giannone, L.; McCarthy, P. J.; Rampp, M.; Rathgeber, S. K.; Preuss, R.; Suttrop, W.; Varela, P. et al.; Wolfrum, E.; ASDEX Upgrade Team: Recent Developments of Integrated Data Analysis at ASDEX Upgrade. 7th Workshop on Fusion Data Processing Validation and Analysis, Frascati (2012)

Giannone, L.; Reich, M.; Treutterer, W.; Bock, A.; Fischer, R.; Fuchs, J. C.; Lackner, K.; Koslowski, H. R.; Maraschek, M.; McCarthy, P. J. et al.; Mlynek, A.; Preuss, R.; Ruan, Q.; Stober, J.; Wenzel, L.; ASDEX Upgrade Team: Real-time magnetic equilibria for NTM stabilisation experiments. 7th Workshop on Fusion Data Processing Validation and Analysis, Frascati (2012)

Rampp, M.; Preuss, R.; Fischer, R.; Giannone, L.; Hallatschek, K.: A parallel Grad-Shafranov solver for real-time control of tokamak plasmas. 7th Workshop on Fusion Data Processing Validation and Analysis, Frascati (2012)

Giannone, L.; Fischer, R.; Fuchs, J. C.; McCarthy, P. J.; Schuhbeck, K.-H.; Treutterer, W.; Ascare, G.; Neu, C.; Zehetbauer, T.; Eich, T. et al.; Maraschek, M.; Lackner, K.; Preuss, R.; Schneider, W.; Mlynek, A.; Kallenbach, A.; ASDEX Upgrade Team: High Performance Computing for Plasma Control. NI Technical Symposium, Dublin (2011)

Schwarz-Selinger, T.; Kang, H.; Preuss, R.; Dose, V.: Bayesian decomposition of quadrupole mass spectra: What can be extracted from the data? Physics Division Seminar. Oak Ridge National Laboratory, Oak Ridge, TN (2010)

Fischer, R.; Dinklage, A.; Dodt, D.; Dreier, H.; Fuchs, C.; Hicks, N.; Kurzan, B.; Maggi, C.; Meister, H.; Preuss, R. et al.; Pütterich, T.; Schweinzer, J.; Suttrop, W.; von Toussaint, U.; Wolfrum, E.; ASDEX Upgrade Team: Prospects for Bayesian Data Analysis on Beam Emission Spectroscopy Data. Workshop on Active Beam Spectroscopy for Control of the Fusion Plasma, Leiden (2009)

Dinklage, A.; Dreier, H.; Preuss, R.: Scaling law model comparison and impact of models on planning strategies. 5th Workshop on Fusion Data Processing, Validation and Analysis, Culham (2008)

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)