A

Counting molecules: Python based scheme for automated enumeration and categorization of molecules in scanning tunneling microscopy images

Software Impacts, vol. 12, pp. 100301

Abstract

Scanning tunneling and atomic force microscopies (STM/nc-AFM) are rapidly progressing to offer unprecedented spatial resolution of a diverse array of chemical species. In particular, they are employed to characterize on-surface chemical reactions by directly examining precursors and products. Chiral effects and self-assembled structures can also be investigated. This open source, modular, python based scheme automates the categorization of a variety of molecules present in medium sized (10 × 10 to 100 × 100 nm) scanned probe images.

Authors 5

  1. Jack T. Hellerstedt corresponding

    Palacký University Olomouc · Czech Academy of Sciences · FZU ‒ Institute of Physics of the Academy of Sciences of the Czech Republic · Regional Centre of Advanced Technologies and Materials

    Affiliation as printed

    Institute of Physics of the Czech Academy of Sciences, v.v.i., Cukrovarnická 10, 162 00 Praha 6, Czech Republic

    Regional Centre of Advanced Technologies and Materials, Palacký University, Šlechtitelů 27, 78371 Olomouc, Czech Republic

  2. Palacký University Olomouc · Czech Academy of Sciences · FZU ‒ Institute of Physics of the Academy of Sciences of the Czech Republic · Regional Centre of Advanced Technologies and Materials

    Affiliation as printed

    Institute of Physics of the Czech Academy of Sciences, v.v.i., Cukrovarnická 10, 162 00 Praha 6, Czech Republic

    Regional Centre of Advanced Technologies and Materials, Palacký University, Šlechtitelů 27, 78371 Olomouc, Czech Republic

  3. Palacký University Olomouc · Czech Academy of Sciences · FZU ‒ Institute of Physics of the Academy of Sciences of the Czech Republic · Regional Centre of Advanced Technologies and Materials

    Affiliation as printed

    Institute of Physics of the Czech Academy of Sciences, v.v.i., Cukrovarnická 10, 162 00 Praha 6, Czech Republic

    Regional Centre of Advanced Technologies and Materials, Palacký University, Šlechtitelů 27, 78371 Olomouc, Czech Republic

  4. Czech Academy of Sciences · FZU ‒ Institute of Physics of the Academy of Sciences of the Czech Republic

    Affiliation as printed

    Institute of Physics of the Czech Academy of Sciences, v.v.i., Cukrovarnická 10, 162 00 Praha 6, Czech Republic

  5. RWTH Aachen University

    Affiliation as printed

    Institut für Werkstoffe der Elektrotechnik II, RWTH Aachen University, Sommerfeldstraße 24, 52056 Aachen, Germany

Cited by 13 stored of 13

13 results

No patents citing this paper on Lens.org (checked 2026-10-06).

References 24