1 code implementation • 20 Nov 2022 • Yana Lishkova, Paul Scherer, Steffen Ridderbusch, Mateja Jamnik, Pietro Liò, Sina Ober-Blöbaum, Christian Offen
By one of the most fundamental principles in physics, a dynamical system will exhibit those motions which extremise an action functional.
no code implementations • 20 Nov 2022 • Steffen Ridderbusch, Sina Ober-Blöbaum, Paul Goulart
Computing the distribution of trajectories from a Gaussian Process model of a dynamical system is an important challenge in utilizing such models.
1 code implementation • 10 Nov 2020 • Steffen Ridderbusch, Christian Offen, Sina Ober-Blöbaum, Paul Goulart
Recent advances in learning techniques have enabled the modelling of dynamical systems for scientific and engineering applications directly from data.