Alignment-aware single-cell clustering analysis

Extending clustering alignment ideas to the single-cell analysis pipeline to compare models, identify cluster-informative genes, and stabilize downstream interpretation.

• Developing measures of clustering consistency for robust model comparison.
• Designing feature-level interpretation metrics to surface informative genes.