主题词：Graph theory and applications; Graph Labeling and Dimension Problems; Computational Drug Discovery Methods; Advanced Graph Theory Research; Synthesis and Properties of Aromatic Compounds; Topological and Geometric Data Analysis; Nonlinear Dynamics and Pattern Formation; Complex Network Analysis Techniques; History and advancements in chemistry; Free Radicals and Antioxidants; Graphene research and applications; Gene Regulatory Network Analysis; Limits and Structures in Graph Theory; Advanced Combinatorial Mathematics; Interconnection Networks and Systems; Mathematical and Theoretical Epidemiology and Ecology Models; Fractional Differential Equations Solutions; Protein Structure and Dynamics; Microbial Metabolic Engineering and Bioproduction; Machine Learning in Materials Science; Commutative Algebra and Its Applications; Graph Theory and Algorithms; Chemistry and Stereochemistry Studies; Molecular spectroscopy and chirality; Chemical Thermodynamics and Molecular Structure