Publications of R. Preuss

Toussaint, U. v.; Preuss, R.; Coster, D.: Uncertainty quantification for complex computer models. Workshop IV: Uncertainty Quantification for Stochastic Systems and Applications, UCLA, Los Angeles, CA (submitted)

Toussaint, U. v.; Mutzke, A.; Coster, D.; Schwarz-Selinger, T.; Preuss, R.: Bayesian approaches to uncertainty quantification in plasma-wall interaction modelling. IAEA Technical Meeting on Uncertainty Assessment and Benchmark Experiments for Atomic and Molecular Data for Fusion Applications, Vienna (submitted)

Toussaint, U. v.; Preuss, R.: Estimating Continous-time Markov Chain Transition Parameters from Discrete Time Observations. 36th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2016), Ghent (2016)

Toussaint, U. v.; Preuss, R.: Handling Uncertainties in PWI. Joint Modelling Meeting, Lisboa (2016)

Toussaint, U. v.; Preuss, R.: Gaussian-process based closed-loop experimental design of computer experiments. SIAM Conference on Uncertainty Quantification (UQ16), Lausanne (2016)

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)