Embedding an ANN-Based Crystal Plasticity Model into the Finite Element Framework using an ABAQUS User-Material Subroutine. - Yuqing He; Yousef Heider; Bernd Markert (CoRR, 2024)

CNN-powered micro- to macro-scale flow modeling in deformable porous media. - Yousef Heider; Fadi Aldakheel; Wolfgang Ehlers (CoRR, 2025)

Physics-based Machine Learning for Computational Fracture Mechanics. - Fadi Aldakheel; Elsayed S. Elsayed; Yousef Heider; Oliver Weeger (CoRR, 2025)

Deep learning-aided inverse design of porous metamaterials. - Phu Thien Nguyen; Yousef Heider; Dennis M. Kochmann; Fadi Aldakheel (CoRR, 2025)