Solving forward and inverse problems of contact mechanics using physics-informed neural networks T Sahin, M von Danwitz, A Popp Advanced Modeling and Simulation in Engineering Sciences 11 (1), 11, 2024 | 15 | 2024 |
Hybrid digital twins: a proof of concept for reinforced concrete beams M von Danwitz, TT Kochmann, T Sahin, J Wimmer, T Braml, A Popp PAMM 22 (1), e202200146, 2023 | 9 | 2023 |
Towards a Hybrid Digital Twin: Physics-Informed Neural Networks as Surrogate Model of a Reinforced Concrete Beam T Sahin, D Wolff, M von Danwitz, A Popp arXiv preprint arXiv:2405.08406, 2024 | 3 | 2024 |
Automatic concrete bridge crack detection from strain measurements: a preliminary study R Milani, T Sahin, M Danwitz, M Moll, A Popp, S Pickl International Conference on Critical Information Infrastructures Security …, 2022 | 1 | 2022 |
Physics-Informed Neural Networks for Solving Contact Problems in Three Dimensions T Sahin, D Wolff, A Popp arXiv preprint arXiv:2412.09022, 2024 | | 2024 |
Towards a Hybrid Digital Twin: Fusing Sensor Information and Physics in Surrogate Modeling of a Reinforced Concrete Beam T Sahin, D Wolff, M von Danwitz, A Popp 2024 Sensor Data Fusion: Trends, Solutions, Applications (SDF), 1-8, 2024 | | 2024 |