Publications of U. von Toussaint

von Toussaint, U.; Fischer, R.; Dose, V.: Bayesian Analysis of Ion Beam Diagnostics. In: Bayesian Inference and maximum Entropy Methods in Science and Engineering, pp. 615 - 624 (Ed. Mohammad-Djafari, A.). AIP Press, Melville,NY (2001)

Yudin, Y.; Coster, D.; Toussaint, U. v.; Jenko, F.: Epistemic and Aleatoric Uncertainty Quantification and Surrogate Modelling in High-Performance Multiscale Plasma Physics Simulations. In: Computational Science – ICCS 2023, pp. 572 - 586 (Eds. Mikyska, J.; Mulatier, C. v.; Paszynski, M.; Krzhizhanovskaya, V. V.; Dongarra, J. J. et al.). 23rd International Conference on Computational Science (ICCS 2023), Prague, July 03, 2023 - July 05, 2023. Springer, Cham (2023)

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. In: 47th EPS Conference on Plasma Physics, P2.1075 (Eds. Giruzzi, G.; Arnas, C.; Borba, D.; Gopla, A.; Lebedev, S. et al.). 47th EPS Conference on Plasma Physics, Virtual, June 21, 2021 - June 25, 2021. European Physical Society, Geneva (2021)

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. In: 46th EPS Conference on Plasma Physics, P2.1046 (Eds. Riconda, C.; Brezinsek, S.; McCarty, K.; Lancaster, K.; Burgess, D. et al.). 46th EPS Conference on Plasma Physics, Milan, July 08, 2019 - July 12, 2019. European Physical Society, Geneva (2019)

Nille, D.; Toussaint, U. v.; Sieglin, B.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Probabilistic Inference of Surface Heat Flux Densities from Infrared Thermography. In: Bayesian Inference and Maximum Entropy Methods in Science and Engineering, pp. 55 - 64 (Eds. Polpo, A.; Stern, J.; Louzada, F.; Izbicki, R.; Takada, H.). 37th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2017), Jarinu, July 09, 2017 - July 14, 2017. Springer, Cham (2018)

Preuss, R.; Toussaint, U. v.: Optimization Employing Gaussian Process-Based Surrogates. In: Bayesian Inference and Maximum Entropy Methods in Science and Engineering, pp. 275 - 284 (Ed. Polpo, A.). 37th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2017), Jarinu, July 09, 2017 - July 14, 2017. Springer, Cham (2018)

Preuss, R.; Toussaint, U. v.: Prediction of plasma simulation data with the Gaussian process method. 33rd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2013), Canberra, December 15, 2013 - December 20, 2013. AIP Conference Proceedings 1636, 118, (2014)

Thomsen, H.; Carvalho, P. J.; Gori, S.; von Toussaint, U.; Weller, A.; Coelho, R.; Fernandes, H.: Application of neural networks for fast tomographic inversion on Wendelstein 7-X. In: 35th European Physical Society Conference on Plasma Physics and 10th International Workshop on Fast Ignition of Fusion Targets. Contributed Papers, P-1.065 (Eds. Lalousis, P.; Moustaizis, S.). 35th EPS Conference on Plasma Physics, Hersonissos, Crete, June 09, 2008 - June 13, 2008. European Physical Society, Geneva (2008)

Werner, A.; Dinklage, A.; Kühner, G.; Maassberg, H.; Schacht, J.; Svensson, J.; von Toussaint, U.; Turkin, Y.: Integrated Software Development for Wendelstein 7-X. In: Fusion Energy 2006, FT/P7-6. 21st IAEA Fusion Energy Conference, Chengdu, October 16, 2006 - October 21, 2006. International Atomic Energy Agency, Vienna (2007)

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)

Mayer, M.; Toussaint, U. v.; Balden, M.; Silva, T. F.; Rodrigues, C. L.: Elastic scattering tomography using MeV ions with sub-micrometer resolution. 16th conference of COmputer Simulation of IRradiation Effects in Solids (COSIRES 2024), Kingston, ON (submitted)

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)