Constitutive artificial neural networks: A fast and general approach to predictive data-driven constitutive modeling by deep learning. - Kevin Linka; Markus Hillgärtner; Kian P. Abdolazizi; Roland C. Aydin; Mikhail Itskov; Christian J. Cyron (J. Comput. Phys., 2021)

Automatic generation of interpretable hyperelastic material models by symbolic regression. - Rasul Abdusalamov; Markus Hillgärtner; Mikhail Itskov (CoRR, 2022)