no code implementations • 14 Mar 2024 • Philipp Rodegast, Steffen Maier, Jonas Kneifl, Jörg Fehr
Impact simulations show that the risk of severe injury or death in the event of a motorcycle-to-car impact can be greatly reduced if the motorcycle is equipped with passive safety measures such as airbags and seat belts.
no code implementations • 14 Feb 2024 • Jonas Kneifl, Jörg Fehr, Steven L. Brunton, J. Nathan Kutz
We thus propose a multi-hierarchical framework for structurally creating a series of surrogate models for a kart frame, which is a good proxy for industrial-relevant crash simulations, at different levels of resolution.
no code implementations • 13 Feb 2023 • Jonas Kneifl, David Rosin, Oliver Röhrle, Jörg Fehr
In recent decades, the main focus of computer modeling has been on supporting the design and development of engineering prototyes, but it is now ubiquitous in non-traditional areas such as medical rehabilitation.
no code implementations • 21 Mar 2022 • Jörg Fehr, Arnim Kargl, Hannes Eschmann
In a structured step-by-step procedure, a model predictive control (MPC) scheme for a Schunk PowerCube robot is derived.
no code implementations • 26 Oct 2021 • Jonas Kneifl, Julian Hay, Jörg Fehr
Recent research in non-intrusive data-driven model order reduction (MOR) enabled accurate and efficient approximation of parameterized ordinary differential equations (ODEs).
1 code implementation • 22 Sep 2021 • Jonas Nicodemus, Jonas Kneifl, Jörg Fehr, Benjamin Unger
We thus present the idea of enhancing PINNs by adding control actions and initial conditions as additional network inputs.