Heat Conduction in Momentum-Conserving Fluids: From quasi-2D to 3D systems

This project is a research artifact associated with an arXiv paper (2604.10536v1). Its primary value is as a reference implementation for scientific reproducibility rather than a software product. With 0 stars and 3 forks at 2 days old, it reflects immediate academic interest but lacks any commercial or platform-level defensibility. The 'moat' here is purely the domain expertise of the researchers in identifying transport regimes (ballistic vs. kinetic). From a competitive standpoint, it occupies a specialized niche in computational physics. Frontier labs (OpenAI, Anthropic) have zero interest in specific mesoscopic fluid simulations for heat conduction. The primary 'competitors' are established general-purpose molecular dynamics engines like LAMMPS, though this code likely serves a specific algorithmic purpose that LAMMPS might not handle out-of-the-box for MPCD quasi-2D systems. Displacement is unlikely because it is a snapshot of scientific inquiry rather than a tool intended for a long-term roadmap.