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Molecular dynamics simulation scripts and data analysis tools for studying how pre-shear forces and molecular weight distribution (dispersity) affect the crystallization of coarse-grained polymer models.
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The project is a specialized academic research tool supplemental to a scientific paper. With 0 stars and 2 forks within its first day, it represents a niche scientific contribution rather than a commercial or infrastructure project. Its 'moat' is non-existent from a software perspective as it likely relies on standard Molecular Dynamics (MD) packages like LAMMPS to perform the heavy lifting, with original value residing in the specific parameterization and study of soft-pair interactions. Frontier labs (OpenAI, Google) are highly unlikely to compete here as polymer physics is outside their current strategic focus on general-purpose AI. The primary risk is simple obsolescence by more advanced materials science frameworks or subsequent papers that refine these specific coarse-grained models. Defensibility is low because the code is a tool for a specific experiment, easily reproducible by anyone in the field of computational materials science using the published methodology.
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