On using machine learning algorithms for motorcycle collision detection. Discover Applied Sciences, (6)6:326, 2024. [PUMA: PN7-6(II) PN7-6 EXC2075] URL
Low-dimensional data-based surrogate model of a continuum-mechanical musculoskeletal system based on non-intrusive model order reduction. Archive of Applied Mechanics, (93)9:3637--3663, 2023. [PUMA: PN7-6(II) PN7 PN7-6] URL
Multi-hierarchical surrogate learning for explicit structural dynamical systems using graph convolutional neural networks. Computational Mechanics, 05.10.2024. [PUMA: curated PN7-6(II) PN7 PN7-6 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: EXC2075 PN7 PN7-6 curated] URL
An Active Female Human Body Model for Simulation of Rear-End Impact Scenarios. 91st Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM), 20, 1:e202000068, Wiley, 2021. [PUMA: EXC2075 PN4 PN7 PN7-6 curated]
Machine Learning Algorithms for Learning Nonlinear Terms of Reduced Mechanical Models in Explicit Structural Dynamics. Proceedings in Applied Mathematics and Mechanics, 2020. [PUMA: EXC2075 PN7 PN7-6 curated]
Low-dimensional data-based surrogate model of a continuum-mechanical musculoskeletal system based on non-intrusive model order reduction. Archive of applied mechanics, (93):3637-3663, Springer, 2023. [PUMA: EXC2075 PN7 PN7-1(II)Röhrle PN7-1.2 PN7-6 curated]
Application of data-driven surrogate models for active human model response prediction and restraint system optimization. Frontiers in applied mathematics and statistics, (9):1-16, Frontiers Media, 2023. [PUMA: EXC2075 PN7 PN7-6 curated]
Hybrid Digital Twins Using FMUs to Increase the Validity and Domain of Virtual Commissioning Simulations. Advances in Automotive Production Technology – Towards Software-Defined Manufacturing and Resilient Supply Chains, Springer, 2023. [PUMA: EXC2075 PN4 PN7 PN7-6 PN7-6(II) curated]
Continuum-mechanical Forward Simulation Results of a Human Upper-limb Model Under Varying Muscle Activations. 2023. [PUMA: EXC2075 PN7 PN7-1(II)Röhrle PN7-6 curated]
Dynamic Human Body Models in Vehicle Safety: An Overview. GAMM-Mitteilungen, (46)2:e202300007, 2023. [PUMA: EXC310 PN4 PN7 PN7-6 PNX curated] URL
An improved development process of production plants using digital twins with extended dynamic behaviour in virtual commissioning and control – Simulation@Operations. Proceedings in Applied Mathematics & Mechanics, 2023. [PUMA: EXC2075 PN7 PN7-6 PN7-6(II) curated]
Human Occupant Motion in Pre-Crash Scenario. 2022. [PUMA: EXC2075 PN2 PN7 PN7-6 curated]
Physics-informed Neural Networks-based Model Predictive Control for Multi-link Manipulators. IFAC-PapersOnLine, (55)20:331--336, Elsevier, 2022. [PUMA: EXC2075 PN4 PN4-8 PN7 PN7-6 curated] URL
Low-dimensional Data-based Surrogate Model of a Continuum-mechanical Musculoskeletal System Based on Non-intrusive Model Order Reduction. arXiv, 2023. [PUMA: EXC2075 PN7 PN7-1(II)Röhrle PN7-6 curated] 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: EXC2075 PN7 PN7-6 curated] URL
Machine Learning Algorithms for Learning Nonlinear Terms of Reduced Mechanical Models in Explicit Structural Dynamics. PAMM, (20)S1Wiley, März 2021. [PUMA: EXC2075 PN7 PN7-6 curated] URL