Publications of U. von Toussaint

Linden, W. v. d.; Dose, V.; Toussaint, U. v.: Combinatorics. In: Bayesian Probability Theory: Applications in the Physical Sciences, pp. 47 - 70 (Eds. Linden, W. v. d.; Dose, V.; Toussaint, U. v.). Cambridge University Press, Cambridge (2014)

Linden, W. v. d.; Dose, V.; Toussaint, U. v.: Bayesian inference. In: Bayesian Probability Theory: Applications in the Physical Sciences, pp. 33 - 46 (Eds. Linden, W. v. d.; Dose, V.; Toussaint, U. v.). Cambridge University Press, Cambridge (2014)

Linden, W. v. d.; Dose, V.; Toussaint, U. v.: Basic definitions for frequentist statistics and Bayesian inference. In: Bayesian Probability Theory: Applications in the Physical Sciences, pp. 15 - 32 (Eds. Linden, W. v. d.; Dose, V.; Toussaint, U. v.). Cambridge University Press, Cambridge (2014)

Linden, W. v. d.; Dose, V.; Toussaint, U. v.: The meaning of 'probability'. In: Bayesian Probability Theory: Applications in the Physical Sciences, pp. 3 - 14 (Eds. Linden, W. v. d.; Dose, V.; Toussaint, U. v.). Cambridge University Press, Cambridge (2014)

Dose, V.; Toussaint, U. v.: 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. Toussaint, U. v.). American Institute of Physics, Melville, TN (2013)

von Toussaint, U.; Frey, M.; Gori, S.: 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)

Carvalho, P. J.; Thomsen, H.; Gori, S.; von Toussaint, U.; Geiger, J.; Weller, A.; Coelho, R.; Fernandes, H.: 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. Hartfuß, H.-J.; Dudeck, M.; Musielok, J.; Sadowski, M. J.). American Institute of Physics, Melville, NY (2008)

Carvalho, P. J.; Thomsen, H.; Gori, S.; von Toussaint, U.; Weller, A.; Coelho, R.; Neto, A.; Pereira, T.; Silva, C.; Fernandes, H.: 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)

Dinklage, A.; Dreier, H.; Fischer, R.; Gori, S.; Preuss, R.; von Toussaint, U.: 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)

von Toussaint, U.; Schwarz-Selinger, T.; Gori, S.: 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)

Preuss, R.; von Toussaint, U.: 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)

von Toussaint, U.; Gori, S.: 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)

von Toussaint, U.; Schwarz-Selinger, T.; Hopf, C.: 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)

von Toussaint, U.; Kern, M.: 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)

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, pp. 328 - 335 (Eds. 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, pp. 615 - 624 (Ed. Mohammad-Djafari, A.). AIP Press, Melville,NY (2001)

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)