March 13, 2026 article Open access Overcoming labelled data scarcity for defect classification in scanning tunnelling microscopy Machine Learning Science and Technology DOI: 10.1088/2632-2153/ae520e Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 1 References 1 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Counting molecules: Python based scheme for automated enumeration and categorization of molecules in scanning tunneling microscopy images 2022 Software Impacts article Engineering Surface Chemistry and Catalysis Open access 13 citations 1 result