CrackMorph-XAI-Net extracts crack skeletons with Dice 0.991 and topology preservation in 98.5% of cases, detects junctions with F1 0.887, and computes morphology descriptors with correlations above 0.95 on an extended CRACK500 benchmark.
Modeling fracture in the context of a strain-limiting theory of elasticity: a single plane-strain crack.International Journal of Engineering Science, 88:73–82
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CrackMorph-XAI-Net: A Topology-Preserving and Explainable Framework for Automated Crack Morphology
CrackMorph-XAI-Net extracts crack skeletons with Dice 0.991 and topology preservation in 98.5% of cases, detects junctions with F1 0.887, and computes morphology descriptors with correlations above 0.95 on an extended CRACK500 benchmark.