Computational evaluation of entropy for circumcoronene bilayer germanium phosphide

Graph theory has become more significant in chemistry in recent years, especially when it comes to the study of molecular configurations. When molecules are depicted as graphs, with atoms serving as vertices and bonds as edges, a reliable technique for structural analysis is created. The circumcoronene bilayer germanium phosphide molecular graph is the main focus of this work, which uses topological invariants to estimate entropy. Combining numerical data with graphical representations for better interpretation strengthens the analysis even more. We closely study the entropy values at different points to understand the dynamic behavior of the molecules. By encouraging cutting-edge material production methods and technological applications, this interdisciplinary approach advances the material sciences and enhances our comprehension of quantitative structure–activity relationships and quantitative structure–property relationships analysis of circumcoronene.