Capturing atomic wetting dynamics in real time
Atomic-scale wetting governs material formation at the nanoscale but remains poorly understood under confinement, where classical capillarity models fail. The growth of metallic nanowires within multi-wall carbon nanotubes (MWCNTs) exemplifies this challenge, requiring precise control over wetting, nucleation, and vapour-phase condensation. Here we show that nanowire formation proceeds through a two-stage mechanism: curvature-driven nucleation at open tube ends followed by capillary-driven elongation sustained by continuous vapour condensation. Using in situ atomic-resolution transmission electron microscopy (ARTEM) coupled with a deep learning convolutional neural network (CNN) capable of classifying liquid, solid and intermediate Sn<sub>x</sub>O phase transitions, we directly capture the cascade of thermally induced nanowire growth within CNTs. Growth requires a wetting interface (contact angle, θ <90°) between liquid Sn<sub>x</sub>O and the nanotube wall-conditions not described by Kelvin or Lucas-Washburn models. These results establish a predictive framework for vapour-phase nanowire encapsulation, linking nanoscale wetting dynamics to the fabrication of advanced nanomaterials.
Authors
- Nicole Grobert (ORCID: https://orcid.org/0000-0002-8499-8749)
- Anna Fabijańska (ORCID: https://orcid.org/0000-0002-0249-7247)
- Barbara M. Maciejewska (ORCID: https://orcid.org/0000-0002-3101-366X)
- Christopher S. Allen (ORCID: https://orcid.org/0000-0002-6353-6000)
- George T. Tebbutt (ORCID: https://orcid.org/0000-0001-5831-000X)
Institutions
- Diamond Light Source (GB)
- University of Oxford (GB)
- Institute of Computer Science (PL)
Publication Details
- Journal
- Nature Communications
- Published
- 2025-11-28
- DOI
- https://doi.org/10.1038/s41467-025-66416-1
- Primary Topic
- Carbon Nanotubes in Composites
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Royal Society
- University of Oxford
- Office of the Royal Society
- Engineering and Physical Sciences Research Council