wtf is ansys-maxwell-suite?

ANSYS MultiPhysics Framework 2026 is an engineering simulation tool described in this README as a platform for running physics-based computer simulations. The domains it covers include finite element analysis (FEA, which calculates stress and deformation in solid materials), computational fluid dynamics (CFD, which models how liquids and gases flow), and electromagnetic analysis. It is aimed at engineers working on problems like aircraft wing behavior, automotive thermal performance, or circuit board interference. According to the README, the central idea is replacing manual simulation setup with a natural language interface. Instead of manually specifying mesh settings and solver parameters, users describe a scenario in plain terms such as "turbulent flow over a heated wing with structural vibration coupling" and the system selects appropriate solvers, mesh strategies, and coupling methods automatically. Mesh adaptation, the process of making the computational grid finer in regions where precision matters, is described as driven by machine learning rather than manual tuning. AI integration is listed as a core feature, with connections to OpenAI and Claude APIs. The described use cases include asking why a simulation diverged, requesting turbulence model recommendations for a specific design, and generating large parametric sweeps (running thousands of design variations automatically). The README states that solver state and mesh quality metrics are passed directly into the AI context so responses are grounded in the actual simulation run rather than general knowledge. YAML configuration profiles are described for saving solver settings, coupling tolerances, AI provider preferences, and language options. The system claims support for English, German, Japanese, and Simplified Chinese in its natural language input layer. It is listed as fully compatible with Windows and Linux, with partial support on macOS. The README is structured as a feature marketing page with a download link to a GitHub Pages site. It bears the ANSYS name prominently in the repository description even though ANSYS is a separate commercial product from Ansys Inc. No source code, build instructions, or contribution guidelines appear in the provided text.