13 Visual Cell Demo with 5 BioPhisics Engines

A multi-engine biophysical simulation of single-cell mechanobiology, rendered in real-time via Three.js. Five coupled Python ODE engines drive a persistent SSE stream that updates a fully parametric 3D cell geometry in the browser — no SDF, no C++ required, no internet connection. What this application is A standalone desktop application that simulates the biophysical state of a single cell in real time. The user adjusts substrate stiffness, prestress, morphogens, and oxygen tension via sliders; five coupled mathematical engines compute the resulting intracellular state; a Three.js renderer visualizes the cell's geometry, organelles, and cytoskeleton as they evolve. The application runs entirely offline after first install. It requires Python 3.10+ and a browser (opened automatically). There is no database, no cloud dependency, no C++ compiler needed. **What it is not:** a clinical tool, a drug simulator, a tissue-level model, or a validated diagnostic instrument. It is a research-grade computational demonstrator. Open Invite Research Project!