🔬 Interactive RDF-LPP Analysis

Upload molecular simulation files to analyze radial distribution functions and perform LPP (Locality Preserving Projections)

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Upload XYZ Files

Drag and drop multiple .xyz files here or click to browse

Processing molecular data and calculating RDF with LPP...

📊 Visualization Controls

Select which visualizations to display
📊 Radial Distribution Functions
🎯 2D LPP Scatter Plot (Interactive)

💡 Click on any point to view its corresponding RDF below. LPP preserves local neighborhood structure.

🔍 Selected RDF
Click on a point in the LPP plot above to view its RDF
📈 LPP Eigenvalues
🌐 k-Nearest Neighbor Graph

Visualization of the neighborhood graph used in LPP computation