research
Fusion-Material Cracks Entered a Reproducible Workflow
A Galaxy pipeline keeps crack masks, networks, quality controls and processing history together.
Summary
A Galaxy pipeline keeps crack masks, networks, quality controls and processing history together.
The workflow processes scanning-electron microscopy images and metadata into crack masks, skeletonized networks, quality-control views and scalar damage descriptors without image-specific parameter tuning. It was demonstrated on 418 images from 114 thermal-shock experiments spanning five tungsten grades and three microstructures. Prediction and simulation modules remain extensions rather than the paper's principal validated claim.
Why it matters
A Galaxy pipeline keeps crack masks, networks, quality controls and processing history together.
Limits and context
- Prediction and simulation modules remain extensions rather than the paper's principal validated claim.
Key claims
A Galaxy pipeline keeps crack masks, networks, quality controls and processing history together.
Qualification: Prediction and simulation modules remain extensions rather than the paper's principal validated claim.
Evidence: source-2026-10-05-013
Sources
- arXiv preprint 2610.03505arXiv · primary research
Corrections
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