Roth, Fabian (2026): Learning Stable port-Hamiltonian Dynamics with Neural Networks. In: 65th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM 2026), Stuttgart. [Talk]
Roth, Fabian (2026): Data-driven surrogate modeling with stable port-Hamiltonian neural networks. In: Workshop on Machine Learning meets Mechanics, Dresden. [Talk]
Weeger, Oliver (2026): Generative material design with variational auto-encoders and hyperelastic neural network constitutive models. In: 65th Annual Meeting of the International Association of Applied Mathematics and Mechanics (GAMM 2026), Stuttgart. [Talk]
Roth, Fabian J. ; Klein, Dominik K. ; Kannapinn, Maximilian ; Peters, Jan ; Weeger, Oliver (2025): Stable Port-Hamiltonian Neural Networks. Cornell University, ARXIV: 2502.02480. [Preprint].