1. Sobolev training of thermodynamic-informed neural networks for interpretable elasto-plasticity models with level set hardening Vlassis, Nikolaos Napoleon; Sun, WaiChing 2021 Articles Neural networks (Computer science)Elastoplasticity--Mathematical modelsLevel set methodsMechanics, Applied

2. Towards Trustworthy Geometric Deep Learning for Elastoplasticity Vlassis, Nikolaos Napoleon 2021 Theses EngineeringElastoplasticity--Mathematical modelsMachine learning--Mathematical modelsNeural networks (Computer science)Anisotropy--Mathematical models