Publikationen von U. von Toussaint

Brenzke, M.; Wiesen, S.; Bernert, M.; Coster, D.; Jitsev, J.; Liang, Y.; Toussaint, U. v.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society; EUROfusion MST1 Team: Divertor power load predictions based on machine learning. Nuclear Fusion 61, 046023 (2021)

Coster, D. P.; Fischer, R.; Hoenen, O.; Lakhlili, J.; Luk, O. O.; Preuss, R.; Scott, B. D.; Toussaint, U. v.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Building a turbulence-transport workflow incorporating uncertainty quantification for predicting core profiles in a tokamak plasma. Nuclear Fusion 61, 126068 (2021)

Dominguez Gutierrez, F. J.; Byggmästar, J.; Nordlund, K.; Djurabekova, F.; Toussaint, U. v.: Computational study of crystal defect formation in Mo by a machine learning molecular dynamics potential. Modelling and Simulation in Materials Science and Engineering 29 (5), 055001 (2021)

Dominguez Gutierrez, F. J.; Martinez-Flores, C.; Krstic, P. S.; Cabrera-Trujillod, R.; Toussaint, U. v.: Theoretical study of the formation of C₁₈H and C₁₈H₂ molecules by low energy irradiation with atomic and molecular hydrogen. Radiation Physics and Chemistry 179, 109166 (2021)

Luk, O. O.; Lakhlili, J.; Hoenen, O.; Toussaint, U. v.; Scott, B. D.; Coster, D. P.: Towards validated multiscale simulations for fusion. Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 379 (2197), 20200074 (2021)

Nishizawa, T.; Cavedon, M.; Dux, R.; Reimold, F.; Toussaint, U. v.; ASDEX Upgrade Team, Max Planck Institute for Plasma Physics, Max Planck Society: Plasma parameter profile inference from limited data utilizing second-order derivative priors and physic-based constraints editors-pick. Physics of Plasmas 28, 032504 (2021)

Rath, K.; Albert, C. G.; Bischl, B.; Toussaint, U. v.: Symplectic Gaussian process regression of maps in Hamiltonian systems. Chaos 31, 053121 (2021)

Roessel, A. v.; Toussaint, U. v.; Manhard, A.: Convolutional neural networks for the in-situ investigation of blistering on plasma-exposed metal surfaces. Nuclear Materials and Energy 29, 101082 (2021)

Silva, T. F.; Rodrigues, C. L.; Added, N.; Rizzutto, M. A.; Tabacniks, M. H.; Höschen, T.; Toussaint, U. v.; Mayer, M.: 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 506, S. 32 - 40 (2021)

Toussaint, U. v.; Dominguez Gutierrez, F. J.; Compostella, M.; Rampp, M.: FaVAD: A software workflow for characterization and visualizing of defects in crystalline structures. Computer Physics Communications 262, 107816 (2021)

Arredondo, R.; Balden, M.; Mutzke, A.; Toussaint, U. v.; Elgeti, S.; Höschen, T.; Schlueter, K.; Mayer, M.; Oberkofler, M.; Jacob, W.: Impact of surface enrichment and morphology on sputtering of EUROFER by deuterium. Nuclear Materials and Energy 23, 100749 (2020)

Dominguez Gutierrez, F. J.; Toussaint, U. v.: On the detection and classification of material defects in crystalline solids after energetic particle impact simulations. Journal of Nuclear Materials 528, 151833 (2020)

Dominguez-Gutierrez, F. J.; Byggmästar, J.; Nordlund, K.; Djurabekova, F.; Toussaint, U. v.: 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 22, 100724 (2020)

Gao, L.; Wilde, M.; Manhard, A.; Toussaint, U. v.; Jacob, W.: Hydrogen atom-ion synergy in surface lattice modification at sub-threshold energy. Acta Materialia 201, S. 55 - 62 (2020)

Holzner, G.; Schwarz-Selinger, T.; Dürbeck, T.; Toussaint, U. v.: Solute diffusion of hydrogen isotopes in tungsten – a gas loading experiment. Physica Scripta 2020 (T171), 014034 (2020)

Jacob, W.; Dürbeck, T.; Schwarz-Selinger, T.; von Toussaint, U.: Bonding States of Hydrogen in Plasma-Deposited Hydrocarbon Films. Journal of Carbon Research 6 (1), 3 (2020)

Löptien, U.; Dietze, H.; Preuss, R.; Toussaint, U. v.: Mapping manifestations of parametric uncertainty in projected pelagic oxygen concentrations back to contemporary local model fidelity. Scientific Reports 11, 20949 (2020)

Maier, H.; Neu, R.; Schwarz-Selinger, T.; Toussaint, U. v.; Manhard, A.; Dürbeck, T.; Hunger, K.: Tungsten heavy alloy: an alternative plasma-facing material in terms of hydrogen isotope retention. Nuclear Fusion 60, 126044 (2020)

Sebold, S.; Günzkofer, F.; Arredondo, R.; Höschen, T.; Toussaint, U. v.; Stroth, U.; Manz, P.: Advective-acoustic cycle in a shallow water standing accretion shock experiment. Physical Review E 102, 063103 (2020)

Arredondo, R.; Oberkofler, M.; Schwarz-Selinger, T.; Toussaint, U. v.; Burwitz, V. V.; Mutzke, A.; Vassallo, E.; Pedroni, M.: Angle-dependent sputter yield measurements of keV D ions on W and Fe and comparison with SDTrimSP and SDTrimSP-3D. Nuclear Materials and Energy 18, S. 72 - 76 (2019)