Publications of U. von Toussaint

Conference Paper (12)

161.
Conference Paper
Krieger, K.; von Toussaint, U.; ASDEX Upgrade Team: Direct measurement of carbon erosion rates in the divertor of ASDEX Upgrade. In: Contributed Papers. 26th European Physical Society Conference on Controlled Fusion and Plasma Physics, pp. 1529 - 1532 (Eds. Schweer, B.; Van Oost, G.; Vietzke, E.). 26th EPS Conference on Controlled Fusion and Plasma Physics, Maastricht, June 14, 1999 - June 18, 1999. European Physical Society, Geneva (1999)
162.
Conference Paper
von Toussaint, U.; Krieger, K.; Fischer, R.; Dose, V.: Depth profile reconstruction from Rutherford backscattering data. In: Maximum Entropy and Bayesian Methods. 18th International Workshop on Maximum Entropy and Bayesian Methods of Statistical Analysis, pp. 107 - 114 (Eds. von der Linden, W.; Dose, V.; Fischer, R.; Preuss, R.). 18th International Workshop on Maximum Entropy and Bayesian Methods of Statistical Analysis, Garching bei München, July 27, 1998 - July 31, 1998. Kluwer, Dordrecht (1999)
163.
Conference Paper
von Toussaint, U.: Bayesian Inference and MaximumEntropy Methods in Science and Engineering. In: Proceedings of the 32nd International Workshop on Bayesian Inference and Maximum Entropy Methods. AIP

Meeting Abstract (2)

164.
Meeting Abstract
Brenzke, M.; Wiesen, S.; Bernert, M.; Coster, D.; Jitsev, J.; Toussaint, U. v.; EUROfusion MST1 Team; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Machine Learning Methods as Surrogate Models for the Power Exhaust in Tokamaks. In: Verhandlungen der Deutschen Physikalischen Gesellschaft, (VI) 55 (1), P 16.4. DPG-Frühjahrstagung der Sektion Atome, Moleküle, Quantenoptik und Plasmen (SAMOP), Hannover, March 08, 2020 - March 13, 2020. DPG, Bad Honnef (submitted)
165.
Meeting Abstract
Rath, K.; Albert, C. G.; Bischl, B.; Toussaint, U. v.: Hamiltonian emulators for charged particleorbits in magnetized plasmas. In: Verhandlungen der Deutschen Physikalischen Gesellschaft, (VI) 55 (1), P 10.14. DPG-Frühjahrstagung der Sektion Atome, Moleküle, Quantenoptik und Plasmen (SAMOP), Hannover, March 08, 2020 - March 13, 2020. DPG, Bad Honnef (submitted)

Talk (142)

166.
Talk
Albert, C. G.; Callies, U.; Toussaint, U. v.: Surrogate-enhanced parameter inference for function-valued models. 40th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2021) (virtual), Graz (submitted)
167.
Talk
Gao, L.; Wilde, M.; Toussaint, U. v.; Manhard, A.; Jacob, W.: A novel H-unique damaging mechanism experimentally verified for W exposed to hydrogen isotopes plasma at sub-threshold ion energy. 15th International Workshop on Hydrogen Isotopes in Fusion Reactor Materials (HWS-15), Virtual (submitted)
168.
Talk
Holzner, G.; Schwarz-Selinger, T.; Toussaint, U. v.: Diffusivity and solubility of protium and deuterium in tungsten derived from a combined experimental and modelling approach. 15th International Workshop on Hydrogen Isotopes in Fusion Reactor Materials (HWS-15), Virtual (submitted)
169.
Talk
Maier, H.; Neu, R.; Schwarz-Selinger, T.; Toussaint, U. v.; Manhard, A.; Dürbeck, T.; Hunger, K.: Beneficial Deuterium Retention Properties of Tungsten Heavy Alloy. 15th International Workshop on Hydrogen Isotopes in Fusion Reactor Materials (HWS-15), Virtual (submitted)
170.
Talk
Rath, K.; Albert, C. G.; Bischl, B.; Toussaint, U. v.: Orbit classification and global sensitivity analysis in dynamical systems using surrogate models. 40th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2021) (virtual), Graz (submitted)
171.
Talk
Toussaint, U. v.: Influence of the presence of deuterium on damage in tungsten – an artificial dynamics MD-study. 15th International Workshop on Hydrogen Isotopes in Fusion Reactor Materials (HWS-15), Virtual (submitted)
172.
Talk
Toussaint, U. v.: The Polya distribution or 'How many enrichment sites are there?'. 40th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2021) (virtual), Graz (submitted)
173.
Talk
Toussaint, U. v.: Random Walk on simplex: Dirichlet distribution revisited. 40th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2021) (virtual), Graz (submitted)
174.
Talk
Toussaint, U. v.: First-principle Bayesian Neural Networks. MICD Colloquium, University of Michigan (submitted)
175.
Talk
Toussaint, U. v.: Uncertainty Quantification, Surrogate building and Active Learning. 2nd Computational Physics School for Fusion Research (CPS-FR 2021) (Virtual), MIT, Cambridge, MA (submitted)
176.
Talk
Nishizawa, T.; Cavedon, M.; Dux, R.; Reimold, F.; Toussaint, U. v.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Plasma parameter profile inference from limited data utilizing second-order derivative priors and physic-based constraints. 37th JSPF Annual Meeting, Virtual (submitted)
177.
Talk
Arredondo, R.; Elgeti, S.; Toussaint, U. v.; Mutzke, A.; Balden, M.: Dynamic SDTrimSP-3D Simulations and Validation Experiments. 17th International Conference on Plasma-Facing Materials and Components for Fusion Applications (PFMC-17), Eindhoven (submitted)
178.
Talk
Brenzke, M.; Wiesen, S.; Bernert, M.; Coster, D. P.; Toussaint, U. v.; EUROfusion MST1 Team; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Towards Applications of Deep Learning Techniques to Establish Surrogate Models for the Power Exhaust in Tokamaks. 2nd International Conference on Data Driven Plasma Science (ICDDPS), Marseille (submitted)
179.
Talk
Preuss, R.; Arredondo Parra, R.; Toussaint, U. v.: Bayesian determination of parameters for plasma-wall interactions. 39th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2019), Garching (2019)
180.
Talk
Stadlmayr, R.; Szabo, P. S.; Mayer, D.; Schwarz-Selinger, T.; Oberkofler, M.; Dittmar, T.; Toussaint, U. v.; Mutzke, A.; Möller, W.; Aumayr, F.: Sputtering of Rough PFCs: Benchmarking 3D BCA Codes with Experiments. 17th International Conference on Plasma-Facing Materials and Components for Fusion Applications (PFMC-17), Eindhoven (submitted)
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