Klein, Dominik K.

1. Neural networks meet hyperelasticity: A monotonic approach
   2025/01/05 by Dominik K. Klein, Mokarram Hossain, Klein, Dominik K. +9 · 5 citations
   Engineering · #Elasticity and Material Modeling
2. Nonlinear electro-elastic finite element analysis with neural network constitutive models
   2024/02/10 by Dominik K. Klein, Klein, Dominik K., Rogelio Ortigosa +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)
3. 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)
4. Stable Port-Hamiltonian Neural Networks
   2025/02/04 by Fabian Roth, Roth, Fabian J., Dominik K. Klein +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