Vesicle Surface Explorer

Set vesicle size, ligand abundance, lipid mol%, probe geometry, fluorophore assumptions, and assay stoichiometry.

The browser converts those inputs into surface area, accessible ligands, packing limits, probe-supply ceilings, and fluorophore spacing proxies.

Switch to Monte Carlo simulation to run repeated discrete random-on-sphere packing for the current settings, with a progress indicator while it runs.

The central vesicle rendering shows sampled occupancy, while the sweep plots keep one variable changing and hold the rest fixed.

The app reports likely limiting factors and compares the scenario against published EV and membrane-labeling crowding regimes.