Publications of U. von Toussaint

von Toussaint, U.; Kern, M.: Model comparison of constitutive laws of snow avalanches. 25th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 05), San Jose,CA (2005)

von Toussaint, U.: Data Analysis the Bayesian Way. Physical Colloquium of the Physics Division, Oak Ridge National Laboratory (ORNL), Oak Ridge,TN (2005)

von Toussaint, U.: Model Comparison with Bayesian Methods. Swiss Federal Institute for Snow and Avalanche Research, Davos (2005)

von Toussaint, U.: On-line evaluation of fusion diagnostics. 3rd Workshop on Fusion Data Processing, Validation and Analysis, Cadarache (2004)

von Toussaint, U.: Neural networks and hyperplane priors. 23rd International Conference on Bayesian Methods and Maximum Entropy in Science and Engineering (MaxEnt 23), Jackson Hole,WY (2003)

von Toussaint, U.: Modelling from a bayesian perspective. Meeting on Material Research and Modelling, Ringberg (2003)

Gao, L.; Wilde, M.; Toussaint, U. v.; Manhard, A.; Jacob, W.: Experimental verification of a physical model for tungsten lattice damage by hydrogen irradiation at sub-threshold ion energy. 24th International Conference on Plasma Surface Interactions in Controlled Fusion Devices (PSI 24) (virtual), Jeju (2021)

Höschen, T.; Arredondo, R.; Toussaint, U. v.; Balden, M.; Fuhr, M.; Raumann, L.; Riesch, J.; Coenen, J.; Neu, R.: Sputter yield of tungsten with strongly different microstructure. 25th International Conference on Plasma Surface Interactions in Controlled Fusion Devices (PSI 25), Jeju (submitted)

Luk, O. O.; Lakhlili, J.; Toussaint, U. v.; Veen, L. E.; Yudin, Y.; Hoenen, O.; Scott, B. D.; Coster, D. P.: Performing Validation, Verification, and Sensitivity Analysis on Multiscale Fusion Plasma Simulations with the VECMA Toolkit. 47th EPS Conference on Plasma Physics, Virtual (2021)

Nishizawa, T.; Dux, R.; Schuster, C.; Cavedon, M.; Wolfrum, E.; Toussaint, U. v.; Van Vuuren, A. J.; Cruz-Zabala, D. J.; Cano-Megias, P.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Non-parametric inference of impurity transport coefficients in the ASDEX Upgrade tokamak. 63rd Annual Meeting of the APS Division of Plasma Physics, Pittsburgh, PA (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)

Rath, K.; Albert, C. G.; Bischl, B.; Toussaint, U. v.: Orbit classification in Hamiltonian systems using surrogate models. DPG-Tagung der Sektion Materie und Kosmos (SMuK), Virtual (submitted)

Sand, P.; Manhard, A.; Arredondo Parra, R.; Toussaint, U. v.: Optimisation and characterisation of an ion-beam-driven permeation experimental setup. DPG-Tagung der Sektion Materie und Kosmos (SMuK), Virtual (submitted)

Yudin, Y.; Lakhlili, J.; Luk, O.; Toussaint, U. v.; Coster, D.: Gaussian Process Surrogate Models for Uncertainty Quantification in Multiscale Turbulent Transport Simulations. DPG-Tagung der Sektion Materie und Kosmos (SMuK), Virtual (submitted)

Yudin, Y.; Toussaint, U. v.; Coster, D.: Uncertainty Quantification for Multiscale Turbulent Transport Simulations. DPG-Frühjahrstagung der Fachverbände Physik der Hadronen und Kerne, Plasmaphysik und des Arbeitskreises Beschleunigerphysik , Mainz, Virtual (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)

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. 46th EPS Conference on Plasma Physics, Milan (submitted)

Curzadd, B.; Müller, A. v.; Neu, R.; Toussaint, U. v.: Topology optimization of tungsten/copper composite structures for plasma-facing component applications. 17th International Conference on Plasma-Facing Materials and Components for Fusion Applications (PFMC-17), Eindhoven (submitted)

Dominguez Gutierrez, F. J.; Toussaint, U. v.; Schwarz-Selinger, T.: Material defects quantification and classification in pristine and deuterated W. 17th International Conference on Plasma-Facing Materials and Components for Fusion Applications (PFMC-17), Eindhoven (submitted)

Holzner, G.; Schwarz-Selinger, T.; Toussaint, U. v.; Elgeti, S.: Inductive heating based apparatus to revise the Frauenfelder data set for hydrogen diffusion in tungsten. 19th International Conference on Fusion Reactor Materials (ICFRM-19), La Jolla, CA (submitted)