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

A new paper out today from @sweetmangroup.bsky.social in the Beilstein Journal of nanotechnology, critically analysing deterministic and #machinelearning methods for automated STM and STS – full open access via: www.beilstein-journals.org/bjnano/artic...

NC-AFM 2025 attendees - Come to see @sweetmangroup.bsky.social PhD student Callum Hayward present his poster - no. 75 today!

Looking forward to an exciting NC-AFM 2025 conference here in Toyama, Japan. Thanks to Shigeki Kawai and the rest of the local committee from NIMS for organising a great program 🙂 #AFM #SPM #STM

An Atomistic Analysis of the Carpet Growth of KCl Across Step Edges on the Ag(111) Surface The carpet growth of alkali halide (AH) layers across step edges of substrates enables the growth of seamless and continuous large domains. Yet, information about how the AH layer adapts continuously to the height difference between the terraces on the two sides of a step is only described by continuum models, which do not give details of the ionic displacements. Here, we present a first study of thin epitaxial KCl(100) layers grown on the Ag(111) surface by scanning tunneling microscopy that provides atomistic details for the first time. Measurements were performed at room temperature. Using a Cl–-decorated tip, we resolved the ionic arrangement and hence the KCl lattice distortion in the carpet growth region, in some cases even by imaging both types of ions. Our findings demonstrate the ability of the KCl lattice to distort locally over a short distance of four KCl unit cells as a result of the attractive interaction between the ions and the Ag atoms at and close to the steps. For Ag step edges covered by the KCl carpet, we observe a tendency to straighten along the ⟨110⟩ direction of the KCl layer. In addition, the carpet growth induces the formation of Ag microterraces, i.e., the splitting of higher Ag steps into multiple Ag steps of monatomic height during the KCl deposition at elevated temperatures. These microterraces have a minimum width determined by an energetically preferred fitting to the KCl lattice and allow for the carpet growth, while growth across higher Ag steps is not observed.

New paper out in collaboration with Anna Kny and Prof Moritz Sokolowski from the University of Bonn - An Atomistic Analysis of the Carpet Growth of KCl Across Step Edges on the Ag(111) Surface: doi.org/10.1021/acs....

Congratulations to @sweetmangroup.bsky.social PhD student Dylan Barker, who passed his viva yesterday! 🥳 Well done Dylan!

Is #MachineLearning for automated #SPM a radical technique or plus ça change? Find out what we think in this new paper from our group in ACS Nano - out now open access here!

pubs.acs.org/doi/10.1021/...

Well done to Sweetman group PhD student Dylan Barker !

A new paper out from our group in
Communications Chemistry today! Precise determination of molecular adsorption geometries by room temperature non-contact atomic force microscopy – open access here: www.nature.com/articles/s42... #NCAFM #SPM