Automated collection and categorisation of STM images and STS spectra with and without machine learning

Dylan Stewart Barker and Adam Sweetman
Beilstein J. Nanotechnol. 2025, 16, 1367–1379. https://doi.org/10.3762/bjnano.16.99

Supporting Information

Supporting Information File 1: Additional Information.
Format: PDF Size: 2.9 MB Download

Cite the Following Article

Automated collection and categorisation of STM images and STS spectra with and without machine learning
Dylan Stewart Barker and Adam Sweetman
Beilstein J. Nanotechnol. 2025, 16, 1367–1379. https://doi.org/10.3762/bjnano.16.99

How to Cite

Barker, D. S.; Sweetman, A. Beilstein J. Nanotechnol. 2025, 16, 1367–1379. doi:10.3762/bjnano.16.99

Download Citation

Citation data can be downloaded as file using the "Download" button or used for copy/paste from the text window below.
Citation data in RIS format can be imported by all major citation management software, including EndNote, ProCite, RefWorks, and Zotero.

Presentation Graphic

Picture with graphical abstract, title and authors for social media postings and presentations.
Format: PNG Size: 7.2 MB Download

Citations to This Article

Up to 20 of the most recent references are displayed here.

Scholarly Works

  • Xiao, P.; Zhou, X.; Cui, Y.; Huang, M.; Su, F.; Liu, H.; Chen, Z.; Li, X.; Sun, H.; Su, C. Keypoint-Guided Three-Stage Framework with an Interpretable Geometry-Based Decision Layer for Recognizing Structurally Similar Metallosupramolecular Isomers in Scanning Tunneling Microscopy Images. Langmuir 2026. doi:10.1021/acs.langmuir.6c03452
Other Beilstein-Institut Open Science Activities