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Machine Learning for Computational Dynamics

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Publications

Approximation of reachable sets using optimal control and support vector machines

Author(s): Martin Rasmussen, Janosch Rieger, Kevin N. Webster
Published in: Journal of Computational and Applied Mathematics, Issue 311, 2017, Page(s) 68-83, ISSN 0377-0427
DOI: 10.1016/j.cam.2016.06.015

Timing of transients: quantifying reaching times and transient behavior in complex systems

Author(s): Tim Kittel, Jobst Heitzig, Kevin Webster, Jürgen Kurths
Published in: New Journal of Physics, Issue 19/8, 2017, Page(s) 083005, ISSN 1367-2630
DOI: 10.1088/1367-2630/aa7b61