[HTML][HTML] Damage mechanics challenge: Predictions from an adaptive finite element implementation of the stress-based phase-field fracture model
The damage mechanics challenge (DMC) represents a critical step in predicting the damage
evolution and failure in rock-like materials displaying brittle/quasi-brittle characteristics. The …
evolution and failure in rock-like materials displaying brittle/quasi-brittle characteristics. The …
Adaptive PF-CZM for multiphysics fracture analysis in functionally graded materials
Functionally graded materials (FGM) hold significant relevance in engineering due to their
tailored material property gradation, designed for specific engineering applications. The …
tailored material property gradation, designed for specific engineering applications. The …
[HTML][HTML] An adaptive mesh refinement algorithm for stress-based phase field fracture models for heterogeneous media: Application using FEniCS to ice-rock cliff …
Fracture propagation in heterogeneous ice-rock cliffs and hanging glaciers is complicated
by the presence of internal interfaces and material property mismatch, so their failure risk is …
by the presence of internal interfaces and material property mismatch, so their failure risk is …
PINNs-MPF: A Physics-Informed Neural Network Framework for Multi-Phase-Field Simulation of Interface Dynamics
S Elfetni, RD Kamachali - arxiv preprint arxiv:2407.02230, 2024 - arxiv.org
We present an application of Physics-Informed Neural Networks to handle MultiPhase-Field
simulations of microstructure evolution. It has been showcased that a combination of …
simulations of microstructure evolution. It has been showcased that a combination of …