Publications of U. von Toussaint

Toussaint, U. v.; Preuss, R.: Surrogate Modelling of Ion-Solid Interaction Simulations. 41st International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2022), Paris (submitted)

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)

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)

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)

Jacob, W.; Arredondo, R.; Sand, P.; Manhard, A.; Toussaint, U. v.; Schmid, K.: Ion-driven Permeation Experiments and Modelling. IAEA Technical Meeting on Nuclear Fusion Fuel Permeation in Reactor First Wall Components, Vienna, Virtual (submitted)

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)

Nishizawa, T.; Dux, R.; McDermott, R. M.; Schuster, C.; Cavedon, M.; Wolfrum, E.; Toussaint, U. v.; Jansen van Vuuren, A.; Cruz-Zabala, D. J.; Cano-Megias, P.: Non-parametric inference of impurity transport coefficients in the ASDEX Upgrade tokamak. 4th IAEA Technical Meeting on Fusion Data Processing, Validation and Analysis, Virtual (submitted)

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)

Rath, K.; Albert, C. G.; Bischl, B.; Toussaint, U. v.: Data augmentation for disruption prediction via robust surrogate models. 63rd Annual Meeting of the APS Division of Plasma Physics, Pittsburgh, PA (submitted)

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)

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)

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)

Toussaint, U. v.: First-principle Bayesian Neural Networks. MICD Colloquium, University of Michigan (submitted)

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)

Toussaint, U. v.: SDTRIM 6.0 Practical: Self-ion Implantation and Sputtering for Tungsten. Joint ICTP-IAEA Virtual Workshop on Atomistic Modelling of Radiation Damage in Nuclear Systems, Virtual (2021)

Toussaint, U. v.: Some Aspects Relevant for Modelling of Fuel Permeation in Fusion Applications. IAEA Technical Meeting on Nuclear Fusion Fuel Permeation in Reactor First Wall Components, Vienna, Virtual (submitted)

Toussaint, U. v.: Active Learning: Key to Artificial Intelligence Approaches. IAEA Technical Meeting on on Artificial Intelligence for Nuclear Technology and Applications, Virtual (submitted)

Toussaint, U. v.: Insights into the atomistic processes underlying the increased retention of hydrogen-containing ion-irradiated tungsten from MD and KMC simulations. 25th International Conference on Plasma Surface Interaction in Controlled Fusion Devices (PSI 25), Jeju (submitted)

Toussaint, U. v.; Mutzke, A.; Arredondo, R.: Self-consistent dynamic sputtering- and erosion simulations with SDTrimSP-3D. 25th International Conference on Ion Beam Analysis (IBA 2021) & 17th International Conference on Particle Induce X-ray Emission (PIXE) & International Conference on Secondary Ion Mass Spectrometry (SIMS), Virtual (submitted)

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)