Publications of K. Rath

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)

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)

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)

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)

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

Albert, C. G.; Rath, K.: Gaussian Process Regression for Data Fulfilling Linear Differential Equations with Localized Sources. Entropy 22 (2), 152 (2020)

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)

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)

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)

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)

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)