WiTwin Studio

An AI-native editor for differentiable RF digital twins. Build scenes by chat or by hand, run solvers, and keep every Project a Python codebase.

WiTwin Studio is a desktop and web editor for radio-frequency digital twins. You describe what you want in a chat with the Agent, or edit the 3D Scene yourself, then run electromagnetic, radar and channel solvers on it and compare the Results.

Every Project Studio creates is an ordinary Python project with a git repository. The same Scene files that the editor shows can be opened, changed and solved from a Python script, so nothing you build is locked inside the app.

What you can do#

  • Start from a template. Empty Scene, Radar Sim, Channel Sim, EM Design, Home Simulation and Street Map each create a working Project in one click.
  • Work with the Agent. Ask it to build geometry, place antennas and radars, bind dimensions to Parameters, run a solver and plot the Result. Its edits are live in the viewport and undoable.
  • Run differentiable solvers. Maxwell (FDTD/FDFD), Radar and Channel run as Plugins inside the Project's own Python environment.
  • Optimize designs. Mark Parameters as design variables and run a gradient, sweep, Monte Carlo, genetic, PSO or Bayesian Study.
  • Keep history. Each Project is a git repository with a built-in commit view and an object-level diff for Scenes.

Where to start#

Install Studio

Windows, macOS and Linux builds, or the web app.

Quickstart

Create a Project from a template and run your first simulation.

Projects

What is on disk, and why a Project is a Python codebase.

Build a Plugin

Add components, panels, Agent Tools, solvers and templates.

The solvers#

Studio runs the WiTwin solver packages through their Plugins. Each solver is also a standalone Python package with its own documentation: Maxwell, Radar, Channel and the ray geometry library RayD.