Publications of K. Rath
All genres
Journal Article (2)
1.
Journal Article
31, 053121 (2021)
Symplectic Gaussian process regression of maps in Hamiltonian systems. Chaos 2.
Journal Article
22 (2), 152 (2020)
Gaussian Process Regression for Data Fulfilling Linear Differential Equations with Localized Sources. Entropy Meeting Abstract (1)
3.
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)
4.
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)
5.
Talk
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
Orbit classification in Hamiltonian systems using surrogate models. DPG-Tagung der Sektion Materie und Kosmos (SMuK), Virtual (submitted)