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.
PhaseFieldX: An Open-Source Framework for Advanced Phase-Field Simulations.Journal of Open Source Software
3 Pith papers cite this work, alongside 3 external citations. Polarity classification is still indexing.
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A matrix-free GPU implementation of phase-field fracture coupled in series with a Perić–Dettmer visco-elastoplastic rheology reproduces qualitative 3D crack patterns in particle-matrix microstructures.
The proximal Galerkin method reformulates phase-field fracture constraints into saddle-point problems to enforce physical bounds and irreversibility for static and dynamic cases.
citing papers explorer
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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.
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Matrix-free phase-field modeling of fracture in micromechanical testing simulations of inelastic materials
A matrix-free GPU implementation of phase-field fracture coupled in series with a Perić–Dettmer visco-elastoplastic rheology reproduces qualitative 3D crack patterns in particle-matrix microstructures.
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Proximal Galerkin for Phase Field Fracture
The proximal Galerkin method reformulates phase-field fracture constraints into saddle-point problems to enforce physical bounds and irreversibility for static and dynamic cases.