Phenol release from pNIPAM hydrogels: Scaling Molecular Dynamics simulations with Dynamical Density Functional Theory

This project is an academic reference implementation for a specific paper on polymer physics and drug delivery. With 0 stars and 3 forks (likely the authors or lab members), it serves as a transparency artifact rather than a software product. The defensibility is low (2) because it is a set of simulation scripts and parameters that can be reproduced by any researcher in the field of computational chemistry. The value lies in the scientific insight—scaling MD to DDFT—rather than the code itself. Frontier labs like OpenAI have zero interest in pNIPAM hydrogel kinetics, placing frontier risk at 'low'. The primary competition comes from other academic groups using alternative methods (e.g., Coarse-Grained MD or pure DDFT). The displacement horizon is set at 1-2 years, typical for the publication cycle of more refined or faster simulation techniques in soft matter physics. It lacks any commercial moat, as it is a specific scientific study of phenol and 5-FU transport.