Publications of U. von Toussaint

Dinklage, A.; Fischer, R.; Geiger, J.; Kühner, G.; Maassberg, H.; Svensson, J.; von Toussaint, U.: From Off-line to Real-time Analysis: Accelerating Bayesian Analysis Codes. In: 30th EPS Conference on Controlled Fusion and Plasma Physics, P-4.80 (Eds. Koch, R.; Lebedev, S.). 30th European Physical Society Conference on Controlled Fusion and Plasma Physics, St.Petersburg (RU), July 07, 2003 - July 11, 2003. European Physical Society, Geneva (2003)

Morris, R. D.; von Toussaint, U.; Cheeseman, P.: High resolution surface geometry and albedo by combining laser altimetry and visible images. In: Proceedings of the ISPRS Workshop on Land Surface Mapping and Charaterization Using Laser Altimetry (Ed. Hofton, M. A.). ISPRS Workshop on Land Surface Mapping and Characterization Using Lase Altimetry, Annapolis,MD, October 22, 2001 - October 24, 2001. (2002)

Roth, J.; von Toussaint, U.; Schmid, K.; Luthin, J.; Eckstein, W.; Zuhr, R. A.; Hensley, D. K.: Formation and Erosion of WC under W⁺ irradiation of graphite. In: Solid-State Chemistry of Inorganic Materials: Symposium held at the 2000 MRS Fall Meeting, O5.31 (Ed. Geselbracht, M.J.). Symposium on Solid-State Chemistry of Inorganic Materials, Boston,MA, November 27, 2000 - November 30, 2000. Materials Research Society, Warrendale,PA (2001)

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)

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)

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

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)

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)

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)

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)

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.: 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)