Microstructure Analysis
Segmentation, denoising and metrics for microscopy and diffraction.
Open community • Materials AI
Machine Intelligence for Characterisation
Advancing the understanding of microstructure through robust models, reproducible data and open tooling.
Key Research Areas
Predictive Modelling
From descriptors to surrogates and uncertainty across scales.
Automated Classification
Self-supervised and active learning for domain-specific labelling.
Featured Data & Insights
Efficient material property prediction
Ablation across datasets; see the full analytics portal for metrics and protocol.
Future-mode Analytics
Live pipelines (coming soon): experiment tracking and dataset health.