“…Until now, very extensive studies on heterogeneous ice nucleation have demonstrated that both surface chemistry and structure (or morphology) features can affect ice nucleation prominently. ,− In terms of surface chemistry, different atom/functional group/molecule types may show quite different polarities, abilities to form hydrogen bonds with H 2 O, and even charge characters, which can tune ice nucleation effectively through influencing the affinities/orders of H 2 O on foreign surfaces. − However, as a result of the diversity and complexity of surface chemistry properties, there is no simple and unified predictor that can be used to forecast the ice nucleation abilities of surfaces with disparate chemistry types. For example, hydrophilicity and surface energy, which are traditionally deemed as variable parameters for tuning ice nucleation, have been found not to be reliable predictors of ice nucleation ability. , Therefore, it is necessary and practical to directly focus on the typical surface chemistry types to investigate their impacts on ice nucleation.…”