Publications of K. Rath

Journal Article (6)

1.
Journal Article
Albert, C. G.; Buchholz, R.; Kasilov, S. V.; Kernbichler, W.; Rath, K.: Alpha particle confinement metrics based on orbit classification in stellarators. Journal of Plasma Physics 89 (3), 955890301 (2023)
2.
Journal Article
Rath, K.; Rügamer, D.; Bischl, B.; Toussaint, U. v.; Albert, C. G.: Dependent state space Student-t processes for imputation and data augmentation in plasma diagnostics. Contributions to Plasma Physics 63 (5-6), e202200175 (2023)
3.
Journal Article
Albert, C. G.; Rath, K.; Babin, R.; Buchholz, R.; Kasilov, S. V.; Kernbichler, W.: Resonant transport of fusion alpha particles in quasisymmetric stellarators. Journal of Physics: Conference Series 2397, 012009 (2022)
4.
Journal Article
Rath, K.; Rügamer, D.; Bischl, B.; Toussaint, U. v.; Rea, C.; Maris, A.; Granetz, R.; Albert, C. G.: Data augmentation for disruption prediction via robust surrogate models. Journal of Plasma Physics 88 (5), 895880502 (2022)
5.
Journal Article
Rath, K.; Albert, C. G.; Bischl, B.; Toussaint, U. v.: Symplectic Gaussian process regression of maps in Hamiltonian systems. Chaos 31, 053121 (2021)
6.
Journal Article
Albert, C. G.; Rath, K.: Gaussian Process Regression for Data Fulfilling Linear Differential Equations with Localized Sources. Entropy 22 (2), 152 (2020)

Meeting Abstract (1)

7.
Meeting Abstract
Rath, K.; Albert, C. G.; Bischl, B.; Toussaint, U. v.: Hamiltonian emulators for charged particleorbits in magnetized plasmas. In: Verhandlungen der Deutschen Physikalischen Gesellschaft, (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)

Talk (2)

8.
Talk
Rath, K.; Albert, C. G.; Bischl, B.; Toussaint, U. v.: 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)
9.
Talk
Rath, K.; Albert, C. G.; Bischl, B.; Toussaint, U. v.: Data augmentation for disruption prediction via robust surrogate models. 63rd Annual Meeting of the APS Division of Plasma Physics, Pittsburgh, PA (submitted)

Poster (2)

10.
Poster
Albert, C. G.; Rath, K.; Buchholz, R.; Kasilov, S. V.; Kernbichler, W.: Resonant transport of fusion alpha particles in quasisymmetric stellarators. Joint Varenna-Lausanne International Workshop on Theory of Fusion Plasmas, Lausanne (2022)
11.
Poster
Rath, K.; Albert, C. G.; Bischl, B.; Toussaint, U. v.: Orbit classification in Hamiltonian systems using surrogate models. DPG-Tagung der Sektion Materie und Kosmos (SMuK), Virtual (submitted)
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