Weeger, Oliver
- Nonlinear electro-elastic finite element analysis with neural network constitutive models
2024/02/10 by Dominik K. Klein, Rogelio Ortigosa, Klein, Dominik K. +5 · 3 citations
Engineering · #Computational Engineering #FOS: Computer and information sciences #Finance #Structural Health Monitoring Techniques #Ultrasonics and Acoustic Wave Propagation #and Science (cs.CE)
- Polyconvex neural network models of thermoelasticity
2024/04/23 by Fuhg, Jan N., Jadoon, Asghar, Weeger, Oliver +2 · 3 citations
#Computational Physics (physics.comp-ph) #FOS: Physical sciences #Soft Condensed Matter (cond-mat.soft)
- Multiscale topology optimization of functionally graded lattice structures based on physics-augmented neural network material models
2024/08/01 by Jonathan Stollberg, Tarun Gangwar, Stollberg, Jonathan +5 · 2 citations
Engineering · #Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)
- Physics-based Machine Learning for Computational Fracture Mechanics
2025/02/13 by Aldakheel, Fadi, Elsayed, Elsayed S., Heider, Yousef +1 · 3 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- Machine Learning with Physics Knowledge for Prediction: A Survey
2024/08/19 by Joe Watson, Chen Song, Watson, Joe +26 · 2 citations
Computer Science · #Computational Physics (physics.comp-ph) #Computational Physics and Python Applications #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Numerical Analysis (math.NA)
- Advanced discretization techniques for hyperelastic physics-augmented neural networks
2023/06/16 by Franke, Marlon, Klein, Dominik K., Weeger, Oliver +1 · 1 citation
#Computational Engineering #FOS: Computer and information sciences #Finance #and Science (cs.CE)
- Stable Port-Hamiltonian Neural Networks
2025/02/04 by Fabian Roth, Dominik K. Klein, Roth, Fabian J. +7 · 1 citation
Computer Science · Engineering · Physics and Astronomy · #Control and Stability of Dynamical Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model Reduction and Neural Networks #Neural Networks and Applications