We present a novel physics-informed neural networks (PINNs) framework for modeling
interface problems, termed Interface PINNs (I-PINNs). I-PINNs uses different neural networks …

An adaptive phase-field method is developed and applied to model fracture propagation in
orthotropic composites. The proposed approach extends the work of Muixí et al.(2020) to …

We study fracture propagation in bi-layered materials using an adaptive phase-field method.
The method combines a phase-field representation of fracture with spatial adaptivity to …

Fracture propagation in layered media is investigated using an adaptive phase-field method.
We focus on the interplay between cracks and interfaces, considering both perfectly and …

Fracture propagation in heterogeneous ice-rock cliffs and hanging glaciers is complicated
by presence of internal interfaces and material property mismatch, so their failure risk is …

We propose a hybrid phase-field formulation to simulate crack propagation in poroelastic
media. The proposed approach is a three-field formulation (displacements, pressure, and …