M. Manav

Parametric phase-field brittle fracture computations with convolutional Fourier neural operators

The variational phase-field approach to fracture has emerged as a powerful framework for modeling complex fracture phenomena, yet in the computational setting its reliance on discretizations that resolve small length scales makes it very expensive for parametric studies and real-time applications. In this paper, we p...