Publications of U. von Toussaint
All genres
Book Chapter (46)
161.
Book Chapter
Toussaint, U. v.). American Institute of Physics, Melville, TN (2013)
Beyond least squares. In: Bayesian Inference and Maximum Entropy Methods in Science and Engineering: 32nd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, pp. 92 - 105 (Ed. 162.
Book Chapter
Fitting of Functions with Uncertainities in Dependent and Independent Variables. In: Bayesian Inference and Maximum Entropy Methods in Science and Engineering: Proceedings of the 29th International Workshop, pp. 302 - 310 (Eds. Goggans, P. M.; Chan, C.-Y.). American Institute of Physics, Melville, NY (2009)
163.
Book Chapter
Hartfuß, H.-J.; Dudeck, M.; Musielok, J.; Sadowski, M. J.). American Institute of Physics, Melville, NY (2008)
Comparison of fast tomographic methods for application on the Soft X-Ray Tomography System on Wendelstein 7-X stellarator. In: PLASMA 2007: The International Conference Research and Application of Plasmas; 4th German-Polish Conference on Plasma Diagnostics for Fusion and Applications; 6th French-Polish Seminar on Thermal Plasma in Space and Laboratory, pp. 167 - 170 (Eds. 164.
Book Chapter
Fast tomographic methods for the tokamak ISTTOK. In: Plasma and Fucion Science: 17th IAEA Technical Meeting on Research Using Small Fusion Devices, pp. 199 - 206 (Eds. Varandas, C.; Silva, C.). American Institute of Physics, Melville, NY (2008)
165.
Book Chapter
Integrated Data Analysis for Fusion: A Bayesian Tutorial for Fusion Diagnosticians. In: Burning Plasma Diagnostics: An International Conference, pp. 471 - 480 (Eds. Gorini, G.; Orsitto, F. P.; Sindoni, E.; Tardocchi, M.). American Institute of Physics, Melville, NY (2008)
166.
Book Chapter
Optimizing Nuclear Reaction Analysis (NRA) using Bayesian Experimental Design. In: Bayesian Inference and Maximum Entropy Methods in Science and Engineering: Proceedings of the 28th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, pp. 348 - 358 (Eds. Souza Lauretto, M. d.; Braganca Pereira, C. A. d.; Stern, J. M.). American Institute of Physics, Melville, NY (2008)
167.
Book Chapter
Comparison of numerical methods for evidence calculation. In: Bayesian Inference and Maximum Entropy Methods in Science and Engineering: 27th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, pp. 221 - 228 (Eds. Knuth, K. H.; Caticha, A.; Center, J. L.; Giffin, A.; Rodriguez, C. C.). American Institute of Physics, Melville, NY (2007)
168.
Book Chapter
Deconvolution using thin-plate splines. In: Bayesian Inference and Maximum Entropy Methods in Science and Engineering: 27th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering, pp. 212 - 220 (Eds. Knuth, K. H.; Caticha, A.; Center, J. L.; Giffin, A.; Rodriguez, C. C.). American Institute of Physics, Melville, NY (2007)
169.
Book Chapter
Bayesian Analysis of Ellipsometry Measurements. In: Bayesian Inference and Maximum Entropy Methods in Science and Engineering, pp. 272 - 279 (Ed. Mohammad-Djafari, A.). American Institute of Physics, Melville,NY (2006)
170.
Book Chapter
Model Comparison of Avalanche Models. In: Bayesian Inference and Maximum Entropy Methods in Science and Engineering, pp. 491 - 498 (Eds. Knuth, K.H.; Abbas, A.E.; Morris, R.D.; Castle, J.P.). American Institute of Physics, Melville,NY (2005)
171.
Book Chapter
A Prior for Neural Networks utilizing Enclosing Spheres for Normalization. In: Bayesian Inference and Maximum Entropy Methods in Science and Engineering, pp. 328 - 335 (Eds.
172.
Book Chapter
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)
Conference Paper (14)
173.
Conference Paper
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)
174.
Conference Paper
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)
175.
Conference Paper
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)
176.
Conference Paper
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)
177.
Conference Paper
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)
178.
Conference Paper
1636, 118, (2014)
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 179.
Conference Paper
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)
180.
Conference Paper
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)