485 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Technical University of MunichDE35 papers
- Ludwig-Maximilians-Universität MünchenDE29 papers
- RWTH Aachen UniversityDE19 papers
- Trinity College DublinIE16 papers
- Centre National de la Recherche ScientifiqueFR13 papers
- Deutsches Zentrum für Luft- und Raumfahrt e. V. (DLR)DE11 papers
- University of Cape TownZA10 papers
- Advanced Materials and BioEngineering ResearchIE8 papers
- AMO (Germany)DE7 papers
- University of TwenteNL7 papers
- KTH Royal Institute of TechnologySE6 papers
- LMU KlinikumDE6 papers
3 papers · 2 filters
Physics-Informed Neural Networks for Solving Contact Problems in Three Dimensions
Tarik Sahin, Daniel Wolff, Alexander Popp
This paper explores the application of physics-informed neural networks (PINNs) to tackle forward problems in 3D contact mechanics, focusing on small deformation elasticity. We uti…
Towards a Hybrid Digital Twin: Physics-Informed Neural Networks as Surrogate Model of a Reinforced Concrete Beam
Tarik Sahin, Daniel Wolff, Max von Danwitz +1
In this study, we investigate the potential of fast-to-evaluate surrogate modeling techniques for developing a hybrid digital twin of a steel-reinforced concrete beam, serving as a…
An approximate block factorization preconditioner for mixed-dimensional beam-solid interaction
Max Firmbach, Ivo Steinbrecher, Alexander Popp +1
This paper presents a scalable physics-based block preconditioner for mixed-dimensional models in beam-solid interaction and their application in engineering. In particular, it stu…