Publications of K. Rath

Journal Article (2)

1.
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)
2.
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)

3.
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)

4.
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)
5.
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 (1)

6.
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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