We present a novel computational framework to assess the structural integrity of welds. In
the first stage of the simulation framework, local fractions of microstructural constituents …

This paper introduces a novel inverse design framework that combines a convolutional
neural network (CNN) surrogate for the phase field fracture model with a differentiable …

This study presents the first extension of the high-fidelity time-domain spectral element
method (TD-SEM) to develop a phase-field model for accurately and efficiently solving …

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 …

We present results from a recent exercise where participating organizations were asked to
provide model-based blind predictions of damage evolution in 3D-printed geomaterial …