A finite-strain model for incomplete damage in elastoplastic materials. - David Melching; Michael Neunteufel; Joachim Schöberl; Ulisse Stefanelli (CoRR, 2020)

Physics-guided adversarial networks for artificial digital image correlation data generation. - David Melching; Erik Schultheis; Eric Breitbarth (CoRR, 2023)

Generating artificial displacement data of cracked specimen using physics-guided adversarial networks. - David Melching; Erik Schultheis; Eric Breitbarth (Mach. Learn. Sci. Technol., 2023)

Towards trustworthy AI in materials mechanics through domain-guided attention. - Jesco Talies; Eric Breitbarth; David Melching (CoRR, 2025)