This project validates clustering results for liposome and micelle simulations by combining statistical checks with clear visualization outputs for research teams.
Liposome and Micelle Clustering Validation
Validation workflows for clustering liposome and micelle simulations with statistical quality checks.
Key Reminders
- Explain clustering criteria and how they relate to physical structure.
- Discuss statistical checks for cluster stability.
- Highlight visualization outputs for lab reports.
Technologies
Problem and Scope
Built validation workflows to confirm clustering results for liposome and micelle simulations, ensuring robust interpretation of structural data.
System Architecture
The workflow computes cluster statistics, evaluates stability across frames, and generates visualization-ready summaries.
python code
Code example forthcoming
Cluster stability computation routine.
Validation and Reporting
Statistical checks quantify cluster persistence and variance across replicates to support lab conclusions.
Testing and Results
Produced standardized outputs for research reports and downstream analysis.
Demo and Next Steps
Future work includes automated parameter sweeps and interactive visualization dashboards.