A comparative study on different neural network architectures to model inelasticity. - Max Rosenkranz; Karl A. Kalina; Jörg Brummund; Markus Kästner (CoRR, 2023)

Viscoelasticty with physics-augmented neural networks: Model formulation and training methods without prescribed internal variables. - Max Rosenkranz; Karl A. Kalina; Jörg Brummund; WaiChing Sun; Markus Kästner (CoRR, 2024)

Data-efficient inverse design of spinodoid metamaterials. - Max Rosenkranz; Markus Kästner; Ivo F. Sbalzarini (CoRR, 2025)