“…To explore and characterize the AuNC–biomolecular interface, theoretical and computational modeling approaches complement experimental findings and are an indispensable tool able to provide (sub)molecular scale information difficult to achieve experimentally . The prototypical Au 25 (SR) 18 cluster is fundamental to many computational studies since predicted properties can be directly compared to available experimental data and its small size is ideal for first-principles calculations (albeit mostly in vacuum or implicit solvent environments). − Quantum mechanical (QM) approaches, such as all-electron (ab initio) and density functional theory (DFT) methods, are vital for elucidating accurate structural, electronic, and optical properties of AuNCs; however, they can be computationally prohibitive for representing biologically relevant conditions. − To reduce computational cost, QM studies often use truncated, simplified ligands that are water-insoluble (e.g., R = H, CH 3 , CH 2 CH 3 , benzene), neglect or approximate solvent effects, and/or perform local geometry optimizations at absolute zero temperature (0 K), disregarding thermal fluctuations and conformational mobility of the ligands. In contrast, classical approaches based on molecular dynamics (MD) simulations can explore AuNC conformational ligand dynamics and thermodynamic properties in more realistic biological environments; − however, commonly used methodologies ignore electronic polarization effects by requiring molecules to have static protonation states that are based on preassigned partial atomic charges.…”