semantic_scholarMechanics of materials (Print)2026-08-01
Predicting plastic strain localization in porous solids using graph neural networks
Rasmus B. Jakobsen, Tobias S. Kristensen, J. Storm, I. Rocha, T. Andriollo
2 papers indexed
Rasmus B. Jakobsen, Tobias S. Kristensen, J. Storm, I. Rocha, T. Andriollo
J. Storm, I. B. C. M. Rocha, S. Schyck, K. Masania, F. P. van der Meer
Emerging sustainable materials increasingly rely on engineered hierarchy and microstructure to achieve control of their properties and mechanical behavior. Optimizing these materials with controllable microstructures requires efficient multiscale simulations. Data-driven surrogat…