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A mesh-free multiresolution deep energy method with phase-field modeling of brittle fracture

arXiv cs.LG ↗ · 2026-08-26 Cached

This paper introduces a mesh-free multiresolution deep energy method using neural networks for phase-field modeling of brittle fracture, demonstrating performance comparable to finite element methods in crack propagation simulations.

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