Publikationen von U. von Toussaint

von Toussaint, U.; Gori, S.; Dose, V.: A Prior for Neural Networks utilizing Enclosing Spheres for Normalization. In: Bayesian Inference and Maximum Entropy Methods in Science and Engineering, S. 328 - 335 (Hg. Fischer, R.; Preuss, R.; Von Toussaint, U.). American Institute of Physics, Melville,NY (2004)

von Toussaint, U.; Fischer, R.; Dose, V.: Bayesian Analysis of Ion Beam Diagnostics. In: Bayesian Inference and maximum Entropy Methods in Science and Engineering, S. 615 - 624 (Hg. 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, S. 572 - 586 (Hg. Mikyska, J.; Mulatier, C. v.; Paszynski, M.; Krzhizhanovskaya, V. V.; Dongarra, J. J. et al.). 23rd International Conference on Computational Science (ICCS 2023), Prague, 03. Juli 2023 - 05. Juli 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 (Hg. Giruzzi, G.; Arnas, C.; Borba, D.; Gopla, A.; Lebedev, S. et al.). 47th EPS Conference on Plasma Physics, Virtual, 21. Juni 2021 - 25. Juni 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 (Hg. Riconda, C.; Brezinsek, S.; McCarty, K.; Lancaster, K.; Burgess, D. et al.). 46th EPS Conference on Plasma Physics, Milan, 08. Juli 2019 - 12. Juli 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, S. 55 - 64 (Hg. 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, 09. Juli 2017 - 14. Juli 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, S. 275 - 284 (Hg. Polpo, A.). 37th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2017), Jarinu, 09. Juli 2017 - 14. Juli 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, 15. Dezember 2013 - 20. Dezember 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 (Hg. Lalousis, P.; Moustaizis, S.). 35th EPS Conference on Plasma Physics, Hersonissos, Crete, 09. Juni 2008 - 13. Juni 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, 16. Oktober 2006 - 21. Oktober 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 (Hg. Koch, R.; Lebedev, S.). 30th European Physical Society Conference on Controlled Fusion and Plasma Physics, St.Petersburg (RU), 07. Juli 2003 - 11. Juli 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 (Hg. Hofton, M. A.). ISPRS Workshop on Land Surface Mapping and Characterization Using Lase Altimetry, Annapolis,MD, 22. Oktober 2001 - 24. Oktober 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 (Hg. Geselbracht, M.J.). Symposium on Solid-State Chemistry of Inorganic Materials, Boston,MA, 27. November 2000 - 30. November 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, S. 1529 - 1532 (Hg. Schweer, B.; Van Oost, G.; Vietzke, E.). 26th EPS Conference on Controlled Fusion and Plasma Physics, Maastricht, 14. Juni 1999 - 18. Juni 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, S. 107 - 114 (Hg. 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, 27. Juli 1998 - 31. Juli 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, 08. März 2020 - 13. März 2020. DPG, Bad Honnef (eingereicht)

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, 08. März 2020 - 13. März 2020. DPG, Bad Honnef (eingereicht)

Illerhaus, J.; Treutterer, W.; Sieglin, B.; Bock, A.; Fischer, R.; Gehring, M.; Heinrich, P.; Kudlacek, O.; Miah, M.; Papp, G. et al.; Peherstorfer, T.; Zehetbauer, T.; Toussaint, U. v.; Zohm, H.; Jenko, F.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Progress of Machine Learning-based Real Time Control Applications and SPI Shard Tracking at ASDEX Upgrade. DPG-Frühjahrstagung der Sektion Materie und Kosmos (SMuK), Göttingen (eingereicht)

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 (eingereicht)