echoghimire/aether-orchestrator-universal-simulation-interface

Physics simulation tools used in fusion research are usually command-line programs that require significant expertise to set up and run. Aether Orchestrator is a desktop application that wraps one of those simulation systems, WarpX/AMReX, in a graphical dashboard, letting engineers configure and monitor simulations without touching the command line. The central idea is that the simulation itself runs on the engineer's local machine where the GPU hardware is, while the configuration interface and monitoring can happen remotely through a cloud-synced dashboard. The README describes this as solving the "Data Gravity" problem, the challenge of working with simulation data that is too large or slow to move to a cloud server but still needs remote access and oversight. When the application starts, it fetches the latest version of the physics solver from cloud storage, so the engineering team is always working with the current validated model without manually distributing updates. While a simulation runs, real-time data streams from the Python-based solver through a Go bridge to the graphical interface. Beyond running simulations, the tool automatically performs structural safety calculations relevant to fusion reactor design. Given the magnetic field strength and geometry settings the engineer provides, it calculates the magnetic pressure on the vacuum vessel walls, converts that to hoop stress using standard mechanical engineering formulas, and compares the result against the known yield strength of 316L stainless steel to produce a live safety factor. The results are saved to a JSON file in the user's Documents folder. The application is a standalone Windows executable. It requires Python to be installed and connects to a specific domain on startup to fetch the solver. No license is stated in the README.