Grain-shape based strain reconstruction from EBSD maps (MATLAB implementation and cp-Ti dataset)
Description
This repository provides the MATLAB implementation and example dataset associated with the grain-shape based methodology proposed for reconstructing grain-scale plastic strain tensors from sequential EBSD maps.
The approach estimates the in-plane strain tensor of individual grains by tracking invariant microstructural features (triple junctions) between an initial and a deformed configuration. Directional strains are determined from the change in radial vectors relative to grain centroids and the strain tensor components are identified through a least-squares formulation.
The repository contains:
• MATLAB scripts implementing the strain reconstruction workflow
• Example EBSD datasets for commercially pure titanium (cp-Ti)
• Functions for grain reconstruction, twin-related grain merging and strain computation
• GROD analysis and correlation with equivalent strain
The main script `run_cpTi_example.m` reproduces the complete workflow used in the study, including:
1. Loading EBSD maps
2. Grain reconstruction using MTEX
3. Twin-related grain merging
4. Grain-scale strain tensor reconstruction
5. GROD computation
6. Statistical analysis and publication-quality figures
This example dataset corresponds to plane compression of commercially pure titanium (ASTM Grade 2) with a macroscopic thickness reduction of approximately 12–13%.
The repository is intended to provide a reproducible reference implementation for researchers interested in grain-scale plasticity analysis using EBSD.
Requirements:
• MATLAB
• MTEX toolbox
Files
grainResolvedStrainAnalysis.zip
Files
(26.8 MB)
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