Through a novel combination of machine learning and atomic force microscopy, researchers in China have unveiled the molecular surface structure of “premelted” ice, resolving a long-standing mystery surrounding the liquid-like layer which forms on icy surfaces.

Detailed in a study in Physical Review X, the approach could also be applied more widely to reveal surface features that are too challenging for existing microscopy techniques to resolve.