English

Edge conductivity in PtSe$_2$ nanostructures

Materials Science 2023-06-08 v1 Machine Learning

Abstract

PtSe2_2 is a promising 2D material for nanoelectromechanical sensing and photodetection in the infrared regime. One of its most compelling features is the facile synthesis at temperatures below 500 {\deg}C, which is compatible with current back-end-of-line semiconductor processing. However, this process generates polycrystalline thin films with nanoflake-like domains of 5 to 100 nm size. To investigate the lateral quantum confinement effect in this size regime, we train a deep neural network to obtain an interatomic potential at DFT accuracy and use that to model ribbons, surfaces, nanoflakes, and nanoplatelets of PtSe2_2 with lateral widths between 5 to 15 nm. We determine which edge terminations are the most stable and find evidence that the electrical conductivity is localized on the edges for lateral sizes below 10 nm. This suggests that the transport channels in thin films of PtSe2_2 might be dominated by networks of edges, instead of transport through the layers themselves.

Keywords

Cite

@article{arxiv.2306.04365,
  title  = {Edge conductivity in PtSe$_2$ nanostructures},
  author = {Roman Kempt and Agnieszka Kuc and Thomas Brumme and Thomas Heine},
  journal= {arXiv preprint arXiv:2306.04365},
  year   = {2023}
}
R2 v1 2026-06-28T10:58:44.746Z