Publications of U. von Toussaint

Mittelmann, S.; Buchner, B.; Mayer, M.; Toussaint, U. v.; Dürbeck, T.; Jacob, W.; Schwarz-Selinger, T.: State-of-the-art femtosecond LIA-QMS for the detection of trapped deuterium and helium in plasma-facing materials. 13th International Meeting & 2nd Latin American Meeting on Laser Induced Breakdown Spectroscopy (LIBS XIII & LAM LIBS II), Iguazu (submitted)

Mittelmann, S.; Jacob, W.; Mayer, M.; Toussaint, U. v.; Dürbeck, T.; Buchner, B.; Höschen, T.: Femtosecond LIA-QMS analysis for the detection of trapped deuterium. 1st Nordic Laser-Induced Breakdown Spectroscopy Symposium (Nordic LIBS 2024), Tampere (2024)

Preuss, R.; Toussaint, U. v.: Revisiting Outlier-Robust Surrogate Modeling. 43rd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2024), Ghent (submitted)

Toussaint, U. v.; Mutzke, A.; Preuss, R.: Present status of modelling dynamically modifying rough and/or crystalline surfaces under energetic particle bombardment: Consequences for reflection and sputter yield distributions. The Decennial IAEA Technical Meeting on Atomic, Molecular and Plasma-Material Interaction Data for Fusion Science and Technology (AMPMI 2024), Helsinki (2024)

Toussaint, U. v.; Preuss, R.: Investigation of the properties of ITER's new plasma-facing wall during the start-up phase: Simulations of the erosion, the reflection and redistribution dynamics of thin boron layers on smooth and rough tungsten tiles. 16th conference of COmputer Simulation of IRradiation Effects in Solids (COSIRES 2024), Kingston, ON (submitted)

Gao, L.; Yi, X.; Wilde, M.; Schwarz-Selinger, T.; Toussaint, U. v.; Linsmeier, C.: Is stable Frenkel pair formation necessary for H irradiation-induced lattice damage? 19th International Conference on Diffusion in Solids and Liquids (DSL 2022), Heraklion (submitted)

Illerhaus, J.; Treutterer, W.; Bock, A.; Fischer, R.; Heinrich, P.; Kudlacek, O.; Papp, G.; Peherstorfer, T.; Sieglin, B.; Toussaint, U. v. et al.; Zohm, H.; Jenko, F.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Machine Learning Applications in Control at ASDEX Upgrade. Summer School of Plasma Diagnostics: Artificial Intelligence for Plasma Diagnostics and Controlled Fusion (PhDiaFusion 2023), Niepolomice (submitted)

Silva, T. F.; Rodrigues, C. L.; Tabacniks, M. H.; Toussaint, U. v.; Mayer, M.: Data Fusion and information content in self-consistent processing of ion beam analysis data. 42nd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2023), Garching (submitted)

Toussaint, U. v.: Uncertainty Quantification for Plasma-Wall-Interaction Simulations. 19th International Conference on Plasma-Facing Materials and Components for Fusion Applications (PFMC-19), Bonn (submitted)

Toussaint, U. v.: Global optimization and robust regression for plasma-wall-interaction data using Gaussian and Student-t processes. 4th International Conference on Data-Driven Plasma Science (ICDDPS-4), Okinawa (2023)

Toussaint, U. v.: Modelling of Reflection and Sputtering properties from structured and crystalline surfaces: Old and new insights. 2nd Technical Meeting on the Collisional-Radiative Properties of Tungsten and Hydrogen in Edge Plasma of Fusion Devices, Vienna (2023)

Toussaint, U. v.; Mittelmann, S.: Is the Ludwig-Soret coefficient of hydrogen in tungsten accessible by short-pulse laser based measurements? 20th International Conference on Diffusion in Solids and Liquids (DSL 2024), Barcelona (submitted)

Liang, G.; Yi, X.; Wilde, M.; Manhard, A.; Toussaint, U. v.; Jacob, W.; Linsmeier, C.: Hydrogen Supersaturated Surface Layer via Plasma Exposure with Sub-displacement Damage Ion Energy. IAEA Technical Meeting on the Effects of Hydrogen Supersaturation and Defect Stabilization in Nuclear Fusion Reactor, Aix-en-Provence (submitted)

Manhard, A.; Toussaint, U. v.; Sand, P.: Visualizing spatially inhomogeneous hydrogen isotope diffusion by hydrogenography. 19th International Conference on Plasma-Facing Materials and Components for Fusion Applications (PFMC-19), Bonn (submitted)

Mayer, M.; Wagner, M.; Toussaint, U. v.; Mutzke, A.: Computer Simulation of the Evolution of Rough Surfaces by Sputtering using SDTrimSP-2D. COSIRES 2022: 15th Conference on COmputer Simulation of IRradiation Effects in Solids, Porquerolles (submitted)

Preuss, R.; Toussaint, U. v.: Outlier-Robust 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)

Toussaint, U. v.: Molecular Dynamics and Kinetic Monte Carlo Simulations on Defect Formation in Tungsten with and without Hydrogen. IAEA Technical Meeting on the Effects of Hydrogen Supersaturation and Defect Stabilization in Nuclear Fusion Reactor, Aix-en-Provence (2022)

Toussaint, U. v.: Physics inspired ML approaches for Material Science: On the importance of experimental design and prior information. 1st NOMATEN International Conference on Materials Informatics, Warsaw, Virtual (submitted)

Toussaint, U. v.: MD Simulations of Hydrogen-Tungsten Interactions at sub- and super-Threshold Energies. 18th International Conference on Diffusion in Solids and Liquids (DSL 2022), Florence (submitted)

Toussaint, U. v.; Mutzke, A.: Damage profile calculation in plasma-facing materials: A comparison of the Monte Carlo codes SDTrimSP and SRIM reveals unexpected shortcomings. COSIRES 2022: 15th Conference on COmputer Simulation of IRradiation Effects in Solids, Porquerolles (2022)