A matrix-free, GPU-compatible PyTorch implementation of phase-field fracture with explicit dynamics, custom differentiable implicit damage solve, benchmarks on dynamic and quasi-static cases, and inverse recovery of fracture energy G_c via L-BFGS.
Journal of the Mechanics and Physics of Solids 57, 1209–1229
3 Pith papers cite this work. Polarity classification is still indexing.
3
Pith papers citing it
citation-role summary
background 1
citation-polarity summary
years
2026 3verdicts
UNVERDICTED 3roles
background 1polarities
background 1representative citing papers
A state-dependent dissipation potential is used to add arbitrary elastic domains to variational phase-field fracture models while keeping degradation and strength criteria separate.
A chemo-mechanical phase-field framework demonstrates that dissolution-driven widening of the fracture process zone blunts crack tips and promotes ductile failure when chemical degradation timescales compete with mechanical loading.
citing papers explorer
-
A matrix-free, differentiable PyTorch solver for phase-field fracture: Formulation, benchmarks, and inverse analysis
A matrix-free, GPU-compatible PyTorch implementation of phase-field fracture with explicit dynamics, custom differentiable implicit damage solve, benchmarks on dynamic and quasi-static cases, and inverse recovery of fracture energy G_c via L-BFGS.