Parametrised polyconvex hyperelasticity with physics-augmented neural networks. - Dominik K. Klein; Fabian J. Roth; Iman Valizadeh; Oliver Weeger (CoRR, 2023)

Digital twin inference from multi-physical simulation data of DED additive manufacturing processes with neural ODEs. - Maximilian Kannapinn; Fabian J. Roth; Oliver Weeger (CoRR, 2024)

Stable Port-Hamiltonian Neural Networks. - Fabian J. Roth; Dominik K. Klein; Maximilian Kannapinn; Jan Peters 001; Oliver Weeger (CoRR, 2025)