Publications of K. Rath
All genres
Journal Article (6)
2023
Journal Article
89 (3), 955890301 (2023)
Alpha particle confinement metrics based on orbit classification in stellarators. Journal of Plasma Physics
Journal Article
63 (5-6), e202200175 (2023)
Dependent state space Student-t processes for imputation and data augmentation in plasma diagnostics. Contributions to Plasma Physics 2022
Journal Article
2397, 012009 (2022)
Resonant transport of fusion alpha particles in quasisymmetric stellarators. Journal of Physics: Conference Series
Journal Article
88 (5), 895880502 (2022)
Data augmentation for disruption prediction via robust surrogate models. Journal of Plasma Physics 2021
Journal Article
31, 053121 (2021)
Symplectic Gaussian process regression of maps in Hamiltonian systems. Chaos 2020
Journal Article
22 (2), 152 (2020)
Gaussian Process Regression for Data Fulfilling Linear Differential Equations with Localized Sources. Entropy Meeting Abstract (1)
2019
Meeting Abstract
(VI) 55 (1), P 10.14. DPG-Frühjahrstagung der Sektion Atome, Moleküle, Quantenoptik und Plasmen (SAMOP), Hannover, March 08, 2020 - March 13, 2020. DPG, Bad Honnef (submitted)
Hamiltonian emulators for charged particleorbits in magnetized plasmas. In: Verhandlungen der Deutschen Physikalischen Gesellschaft, Talk (2)
2021
Talk
Orbit classification and global sensitivity analysis in dynamical systems using surrogate models. 40th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2021) (virtual), Graz (submitted)
Talk
Data augmentation for disruption prediction via robust surrogate models. 63rd Annual Meeting of the APS Division of Plasma Physics, Pittsburgh, PA (submitted)
Poster (2)
2022
Poster
Resonant transport of fusion alpha particles in quasisymmetric stellarators. Joint Varenna-Lausanne International Workshop on Theory of Fusion Plasmas, Lausanne (2022)
2021
Poster
Orbit classification in Hamiltonian systems using surrogate models. DPG-Tagung der Sektion Materie und Kosmos (SMuK), Virtual (submitted)