This directory contains analysis scripts and their associated output files.

• cross_repository_computational_load_resolution.py - Cross-repository computational load analysis
• materials_engineering_solution.py - Materials engineering solution analysis
• replicator_energy_framework_integration.py - Replicator energy framework integration analysis
• scale_up_feasibility_analysis.py - Scale-up feasibility analysis
• stress_energy_tensor_coupling.py - Stress-energy tensor coupling analysis
• volume_quantization_controller.py - Volume quantization controller analysis

• correlation_matrices_heatmap.png - Correlation matrices visualization
• correlation_matrix_validation_report.txt - Correlation matrix validation results
• cross_repository_computational_load_analysis.png - Computational load analysis visualization
• cross_repository_computational_load_report.json - Computational load analysis results
• master_uq_resolution_report_20250704_135158.json - Master UQ resolution results
• replicator_energy_integration_analysis.png - Replicator energy integration visualization
• replicator_energy_integration_report.json - Replicator energy integration results
• uq_implementation_validation.json - UQ implementation validation results
• uq_resolution_validation_report.json - UQ resolution validation results

• comprehensive_uq_assessment/ - Comprehensive UQ assessment results
• final_uq_resolution/ - Final UQ resolution analysis results
• lqg_uq_resolution_results/ - LQG UQ resolution analysis results
• supplementary_uq_resolution/ - Supplementary UQ resolution results

Analysis scripts can be run from the energy repository root:

cd /path/to/energy
python analysis/cross_repository_computational_load_resolution.py
python analysis/scale_up_feasibility_analysis.py

Output files and visualizations are generated in this directory to keep results organized and accessible.