Interfacial Temperature and Density Discontinuities for Phase-Change Heat Transfer With Non-condensable Gas

This project is primarily a research artifact associated with an academic paper (arXiv:2501.17058). With 0 stars and minimal activity (1 fork in 442 days), it lacks the signals of a software ecosystem or a defensible tool. The 'moat' is purely the specialized domain expertise required to understand and implement the underlying physics, which is high, but as an open-source project, it has no adoption or community lock-in. Frontier labs like OpenAI or Google are unlikely to build specific phase-change models for non-condensable gases as they are too niche. The primary risk is academic displacement—other researchers publishing more accurate or computationally efficient models. In a commercial context, this would be a feature inside a larger CFD (Computational Fluid Dynamics) suite like Ansys or OpenFOAM rather than a standalone product. The displacement horizon is long only because specialized academic research moves slowly and the specific problem solved is narrow.