“…Ab initio static simulations offer a clear description of the potential energy surface, which can be used to determine molecular structures, charge distribution, and vibrational modes (with corresponding frequencies), together with kinetic and thermodynamic observables that can indicate reaction intermediates and pathways used to decipher experimental data. [38][39][40] Molecular dynamics techniques have the ability to simulate real-time dynamics of atoms in zeolite pores, and has been used to investigate surface adsorption, proton transfers and diffusion effects, 41,42 whilst positive bias metadynamic simulations can uncover rare-events and map out the free energy surface for pathways leading to meta-or un-stable intermediates. 43,44 All of these techniques have been successfully applied to complement experimental analysis and improve the development of heterogeneous catalysts.…”