Specifically, these simulations often do not incorporate the solvent effects or the presence of an electrolyte, which are important components of real-world corrosive environments. The absence of solvent may lead to large deviations from reality, as solvation effects and ionic species in solution play critical roles in the corrosion processes, influencing corrosive agent adsorption and reaction pathways.