Publications of U. von Toussaint
All genres
Journal Article (110)
1.
Journal Article
62, 076021 (2022)
Non-parametric inference of impurity transport coefficients in the ASDEX Upgrade tokamak. Nuclear Fusion 2.
Journal Article
62, 042006 (2022)
Progress from ASDEX Upgrade experiments in preparing the physics basis of ITER operation and DEMO scenario development. Nuclear Fusion 3.
Journal Article
61, 046023 (2021)
Divertor power load predictions based on machine learning. Nuclear Fusion 4.
Journal Article
61, 126068 (2021)
Building a turbulence-transport workflow incorporating uncertainty quantification for predicting core profiles in a tokamak plasma. Nuclear Fusion 5.
Journal Article
29 (5), 055001 (2021)
Computational study of crystal defect formation in Mo by a machine learning molecular dynamics potential. Modelling and Simulation in Materials Science and Engineering 6.
Journal Article
179, 109166 (2021)
Theoretical study of the formation of C18H and C18H2 molecules by low energy irradiation with atomic and molecular hydrogen. Radiation Physics and Chemistry 7.
Journal Article
11, 20949 (2021)
Mapping manifestations of parametric uncertainty in projected pelagic oxygen concentrations back to contemporary local model fidelity. Scientific Reports 8.
Journal Article
379 (2197), 20200074 (2021)
Towards validated multiscale simulations for fusion. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 9.
Journal Article
28, 032504 (2021)
Plasma parameter profile inference from limited data utilizing second-order derivative priors and physic-based constraints editors-pick. Physics of Plasmas 10.
Journal Article
31, 053121 (2021)
Symplectic Gaussian process regression of maps in Hamiltonian systems. Chaos 11.
Journal Article
29, 101082 (2021)
Convolutional neural networks for the in-situ investigation of blistering on plasma-exposed metal surfaces. Nuclear Materials and Energy 12.
Journal Article
506, pp. 32 - 40 (2021)
Self-consistent ion beam analysis: An approach by multi-objective optimization. Nuclear Instruments and Methods in Physics Research Section B: Beam Interactions with Materials and Atoms 13.
Journal Article
262, 107816 (2021)
FaVAD: A software workflow for characterization and visualizing of defects in crystalline structures. Computer Physics Communications 14.
Journal Article
23, 100749 (2020)
Impact of surface enrichment and morphology on sputtering of EUROFER by deuterium. Nuclear Materials and Energy 15.
Journal Article
528, 151833 (2020)
On the detection and classification of material defects in crystalline solids after energetic particle impact simulations. Journal of Nuclear Materials 16.
Journal Article
22, 100724 (2020)
On the classification and quantification of crystal defects after energetic bombardment by machine learned molecular dynamics simulations Author links open overlay panel. Nuclear Materials and Energy 17.
Journal Article
201, pp. 55 - 62 (2020)
Hydrogen atom-ion synergy in surface lattice modification at sub-threshold energy. Acta Materialia 18.
Journal Article
2020 (T171), 014034 (2020)
Solute diffusion of hydrogen isotopes in tungsten – a gas loading experiment. Physica Scripta 19.
Journal Article
6 (1), 3 (2020)
Bonding States of Hydrogen in Plasma-Deposited Hydrocarbon Films. Journal of Carbon Research 20.
Journal Article
60, 126044 (2020)
Tungsten heavy alloy: an alternative plasma-facing material in terms of hydrogen isotope retention. Nuclear Fusion