Immersion Freezing at Topographic Active Sites: Dual-Barrier Prediction of Ice Nucleation Temperatures
Abstract
Atmospheric ice formation controls cloud glaciation, precipitation, and radiative balance, yet the temperatures T het at which aerosols trigger freezing remain poorly predicted from first principles. In particular, the role of surface topography─pits, steps, wedges, and pores─in setting T het has been recognized qualitatively but never quantified. Here, we develop a predictive framework using Classical Nucleation Theory to compute how wedge-like defects control T het across ice-binding strengths and geometries. Confinement splits ice nucleation into two steps, with distinct barriers: nucleation inside the wedge (Δ G in ) and out of the wedge into the surrounding liquid (Δ G out ). We demonstrate that Δ G in depends on the angle of the wedge and the strength of binding of its walls to ice, while Δ G out depends on temperature and opening width, not on the chemistry of the wedge’s inner wall. Mapping Δ G in reveals a volcano-like trend: intermediate-strength nucleants (flat-surface nucleation temperature T flat ≈ 244–260 K) gain the most from wedge defects (up to ∼25 K). We show that weak nucleants are limited by Δ G in and strong ones by Δ G out . The steep temperature dependence of Δ G out renders potent nucleants insensitive to active-site density. Ice nucleation activity of wedges is strongly angle-selective, with only facet-matching wedge angles achieving maximal enhancement. We release ice-WEDGE, an open-source tool that predicts T het, the limiting barrier, and nucleus geometry for arbitrary wedge geometry and ice-binding strength. This study supplies design rules for topographies that promote or suppress freezing, enabling physically grounded interpretation and parametrization of atmospheric ice-nucleating particle spectra.
Fields of Study & Subjects
Atmospheric aerosols and clouds
nanoparticles nucleation surface interactions
Atmospheric chemistry and aerosols
Publication details
- Journal / source
- Journal of the American Chemical Society
- Publisher
- American Chemical Society (ACS)
- Volume
- 148
- Issue
- 3
- Pages
- 3291–3304
- Publication date
- 13 January 2026
- Language
- EN