62 citations · 62 across the 3 of their papers we have counts for
4 papers
A deep energy method formulation for phase-field modelling of ductile fracture
Nojus Plungė, Peter Brommer, Rachel S. Edwards +1
This work extends the Deep Energy Method to phase-field modelling of ductile fracture in elasto-plastic solids. Its key contribution is an incremental DEM-based formulation that co…
Deep learning-based phase-field modelling of brittle fracture in anisotropic media
N. Plungė, P. Brommer, R. S. Edwards +1
This work presents a variational physics-informed deep learning framework for phase-field modelling of brittle crack propagation in anisotropic media. Previous Deep Ritz Method (DR…
A high-fidelity material point method for frictional contact problems
Emmanouil G. Kakouris, Manolis N. Chatzis, Savvas P. Triantafyllou
A novel Material Point Method (MPM) is introduced for addressing frictional contact problems. In contrast to the standard multi-velocity field approach, this method employs a penal…
Phase-field material point method for dynamic brittle fracture with isotropic and anisotropic surface energy
Emmanouil Kakouris, Savvas P. Triantafyllou
A novel phase field material point method is introduced for robust simulation of dynamic fracture in elastic media considering the most general case of anisotropic surface energy.…