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
2 Pith papers cite this work. Polarity classification is still indexing.
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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.
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Brittle-to-ductile fracturing transition: A chemo-mechanical phase-field framework
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.