A non-intrusive nonlinear model reduction method for structural dynamical problems based on machine learning. Universität Stuttgart, 2020. [PUMA: myown pn7 exc2075] URL
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: myown peerReviewed pn7 exc2075 jkneifl] URL
An Active Female Human Body Model for Simulation of Rear-End Impact Scenarios. Proceedings in Applied Mathemathics and Mechanics, 2021. [PUMA: exc310 pn7 EXC2075 peerreviewed] URL
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: EXC310 peerReviewed pn7 EXC2075] URL
Crash Simulations of a Racing Kart's Structural Frame Colliding against a Rigid Wall. DaRUS, 2023. [PUMA: myown jkneifl] URL
Human Occupant Motion in Pre-Crash Scenario. 2022. [PUMA: myown]
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: myown pn7 peerreviewed exc2075 jkneifl] URL
Low-dimensional Data-based Surrogate Model of a Continuum-mechanical Musculoskeletal System Based on Non-intrusive Model Order Reduction. arXiv, 2023. [PUMA: myown pn7 prePrint exc2075] URL
Machine Learning Algorithms for Learning Nonlinear Terms of Reduced Mechanical Models in Explicit Structural Dynamics. Proceedings in Applied Mathematics and Mechanics, 2020.
Machine Learning Algorithms for Learning Nonlinear Terms of Reduced Mechanical Models in Explicit Structural Dynamics. PAMM, (20)S1Wiley, March 2021. [PUMA: myown pn7 exc2075 jkneifl] URL
Multi-Hierarchical Surrogate Learning for Structural Dynamical Crash Simulations Using Graph Convolutional Neural Networks. 2024. [PUMA: myown preprint jkneifl]
Muscular Posture-Adaption Approach Maintaining Ligamentous Stresses and Strains. Proceedings of the IRCOBI Conference, IRC-21-69Munich, Germany, 2021. [PUMA: peerreviewed exc2075] URL
On using Machine Learning Algorithms for Motorcycle Collision Detection. 2024. [PUMA: myown exc2075 jkneifl]
Physics-informed Neural Networks-based Model Predictive Control for Multi-link Manipulators. IFAC-PapersOnLine, (55)20:331--336, Elsevier BV, 2022. [PUMA: myown pn4 pn7 peerreviewed exc2075 jkneifl] URL
Physics-informed Neural Networks-based Model Predictive Control for Multi-link Manipulators. ArXiv e-print 2109.10793, 2021. [PUMA: myown pn4 pn7 preprint exc2075] URL
Port-Hamiltonian Fluid-Structure Interaction Modeling and Structure-Preserving Model Order Reduction of a Classical Guitar. 2022. [PUMA: pn7 exc2075] URL
Potential to Volunteer Testing Using a Driving Simulator with Motion Capture and EMG Data Acquisition. Proceedings of the IRCOBI Conference, IRC-21-75Munich, Germany, 2021. [PUMA: peerreviewed exc2075] URL
Real-time Human Response Prediction Using a Non-intrusive Data-driven Model Reduction Scheme. IFAC-PapersOnLine, (55)20:283--288, Elsevier BV, 2022. [PUMA: myown pn7 peerreviewed exc2075 jkneifl] URL
Real-time Human Response Prediction Using a Non-intrusive Data-driven Model Reduction Scheme. ArXiv e-print 2110.13583, 2021. [PUMA: myown pn7 preprint exc2075] URL
Simulation Data from Motorcycle Sensors in Operational and Crash Scenarios. DaRUS, 2023. [PUMA: myown] URL