“…Experimental investigations on dynamic contact angle could be strongly influenced by small-scale physical and chemical heterogeneities, impurities adsorbed on the solid surface, growth and dissolution of bubbles, etc [24]. Therefore, considering the above-mentioned limitations and availability of experimental conditions and facilities, the numerical approaches, including molecular dynamics (MD) [11,25,13], lattice-Boltzman methods (LBM) [10,26,27] and SPH [12,14], serve as powerful tools to study the contact angle dynamics and the fundamental mechanisms therein. At the micro-scale, Koplik et al [11] identified rate-dependent behaviour for dynamic receding angle with MD simulation in an immiscible two-fluid system.…”