Publications

Jonas Kneifl, David Rosin, Okan Avci, Oliver Röhrle, and Jörg Fehr. Low-dimensional data-based surrogate model of a continuum-mechanical musculoskeletal system based on non-intrusive model order reduction. Archive of Applied Mechanics, Jun 28, 2023. [PUMA: exc2075 jkneifl myown peerreviewed pn7] URL

Jonas Kneifl, David Rosin, Oliver Röhrle, and Jörg Fehr. Low-dimensional Data-based Surrogate Model of a Continuum-mechanical Musculoskeletal System Based on Non-intrusive Model Order Reduction. arXiv, 2023. [PUMA: exc2075 myown pn7 prePrint] URL

Jonas Nicodemus, Jonas Kneifl, Jörg Fehr, and Benjamin Unger. Physics-informed Neural Networks-based Model Predictive Control for Multi-link Manipulators. IFAC-PapersOnLine, (55)20:331--336, Elsevier BV, 2022. [PUMA: exc2075 jkneifl myown peerreviewed pn4 pn7] URL

J. Kneifl, J. Hay, and J. Fehr. Real-time Human Response Prediction Using a Non-intrusive Data-driven Model Reduction Scheme. IFAC-PapersOnLine, (55)20:283--288, Elsevier BV, 2022. [PUMA: exc2075 jkneifl myown peerreviewed pn7] URL

Johannes Rettberg, Dominik Wittwar, Patrick Buchfink, Alexander Brauchler, Pascal Ziegler, Jörg Fehr, and Bernard Haasdonk. Port-Hamiltonian Fluid-Structure Interaction Modeling and Structure-Preserving Model Order Reduction of a Classical Guitar. 2022. [PUMA: exc2075 pn7] URL

Jonas Nicodemus, Jonas Kneifl, Jörg Fehr, and Benjamin Unger. Physics-informed Neural Networks-based Model Predictive Control for Multi-link Manipulators. ArXiv e-print 2109.10793, 2021. [PUMA: exc2075 myown pn4 pn7 preprint] URL

Jonas Kneifl, Julian Hay, and Jörg Fehr. Real-time Human Response Prediction Using a Non-intrusive Data-driven Model Reduction Scheme. ArXiv e-print 2110.13583, 2021. [PUMA: exc2075 myown pn7 preprint] URL

Jonas Kneifl, Dennis Grunert, and Joerg Fehr. A non-intrusive nonlinear model reduction method for structural dynamical problems based on machine learning. International Journal for Numerical Methods in Engineering, Wiley, April 2021. [PUMA: exc2075 jkneifl myown peerReviewed pn7] URL

Jonas Kneifl, and Jörg Fehr. Machine Learning Algorithms for Learning Nonlinear Terms of Reduced Mechanical Models in Explicit Structural Dynamics. PAMM, (20)S1Wiley, March 2021. [PUMA: exc2075 jkneifl myown pn7] URL

Jonas Kneifl, Dennis Grunert, and Jörg Fehr. A non-intrusive nonlinear model reduction method for structural dynamical problems based on machine learning. Universität Stuttgart, 2020. [PUMA: exc2075 myown pn7] URL

F. Kempter, C. Kleinbach, M. Staudenmeyer, and J. Fehr. An Active Female Human Body Model for Simulation of Rear-End Impact Scenarios. Proceedings in Applied Mathemathics and Mechanics, 2021. [PUMA: EXC2075 exc310 peerreviewed pn7] URL

Fabian Kempter, Florian Bechler, and Jörg Fehr. Calibration Approach for Muscle Activated Human Models in Pre-Crash Maneuvers with a Driver-in-the-Loop Simulator. Proceedings in 6th Digital Human Modeling Symposium, Skövde, Sweden, 2020. [PUMA: EXC2075 EXC310 peerReviewed pn7] URL