{"id":"https://openalex.org/W4317891395","doi":"https://doi.org/10.1088/2632-2153/acb5e0","title":"Automated real-space lattice extraction for atomic force microscopy images","display_name":"Automated real-space lattice extraction for atomic force microscopy images","publication_year":2023,"publication_date":"2023-01-24","ids":{"openalex":"https://openalex.org/W4317891395","doi":"https://doi.org/10.1088/2632-2153/acb5e0"},"language":"en","primary_location":{"id":"doi:10.1088/2632-2153/acb5e0","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/acb5e0","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/acb5e0/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://iopscience.iop.org/article/10.1088/2632-2153/acb5e0/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068996491","display_name":"Marco Corrias","orcid":"https://orcid.org/0000-0001-6752-5539"},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Marco Corrias","raw_affiliation_strings":["University of Vienna, Faculty of Physics and Center for Computational Materials Science, Kolingasse 14-16, A-1090 Vienna, Austria","University of Vienna, Vienna Doctoral School in Physics, Boltzmanngasse 5, 1090 Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0001-6752-5539","affiliations":[{"raw_affiliation_string":"University of Vienna, Faculty of Physics and Center for Computational Materials Science, Kolingasse 14-16, A-1090 Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]},{"raw_affiliation_string":"University of Vienna, Vienna Doctoral School in Physics, Boltzmanngasse 5, 1090 Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086453671","display_name":"Lorenzo Papa","orcid":null},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Lorenzo Papa","raw_affiliation_strings":["University of Vienna, Faculty of Physics and Center for Computational Materials Science, Kolingasse 14-16, A-1090 Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Vienna, Faculty of Physics and Center for Computational Materials Science, Kolingasse 14-16, A-1090 Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071483525","display_name":"Igor Sokolovi\u0107","orcid":"https://orcid.org/0000-0003-1357-396X"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Igor Sokolovi\u0107","raw_affiliation_strings":["Institute of Applied Physics, TU Wien, Wiedner Hauptstrasse 8-10/134, A 1040 Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Applied Physics, TU Wien, Wiedner Hauptstrasse 8-10/134, A 1040 Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056775428","display_name":"Viktor C. Birschitzky","orcid":"https://orcid.org/0000-0001-5295-0065"},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Viktor Birschitzky","raw_affiliation_strings":["University of Vienna, Faculty of Physics and Center for Computational Materials Science, Kolingasse 14-16, A-1090 Vienna, Austria","University of Vienna, Vienna Doctoral School in Physics, Boltzmanngasse 5, 1090 Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Vienna, Faculty of Physics and Center for Computational Materials Science, Kolingasse 14-16, A-1090 Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]},{"raw_affiliation_string":"University of Vienna, Vienna Doctoral School in Physics, Boltzmanngasse 5, 1090 Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022670927","display_name":"Alexander Gorfer","orcid":"https://orcid.org/0000-0003-3471-694X"},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Alexander Gorfer","raw_affiliation_strings":["University of Vienna, Faculty of Physics and Center for Computational Materials Science, Kolingasse 14-16, A-1090 Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Vienna, Faculty of Physics and Center for Computational Materials Science, Kolingasse 14-16, A-1090 Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091049707","display_name":"Martin Setv\u00edn","orcid":"https://orcid.org/0000-0002-1210-7740"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]},{"id":"https://openalex.org/I21250087","display_name":"Charles University","ror":"https://ror.org/024d6js02","country_code":"CZ","type":"education","lineage":["https://openalex.org/I21250087"]}],"countries":["AT","CZ"],"is_corresponding":false,"raw_author_name":"Martin Setvin","raw_affiliation_strings":["Department of Surface and Plasma Science, Faculty of Mathematics and Physics, Charles University, V Hole\u0161ovi\u010dk\u00e1ch 2, 180 00 Prague 8, Czech Republic","Institute of Applied Physics, TU Wien, Wiedner Hauptstrasse 8-10/134, A 1040 Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surface and Plasma Science, Faculty of Mathematics and Physics, Charles University, V Hole\u0161ovi\u010dk\u00e1ch 2, 180 00 Prague 8, Czech Republic","institution_ids":["https://openalex.org/I21250087"]},{"raw_affiliation_string":"Institute of Applied Physics, TU Wien, Wiedner Hauptstrasse 8-10/134, A 1040 Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022355000","display_name":"Michael Schmid","orcid":"https://orcid.org/0000-0003-3373-9357"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michael Schmid","raw_affiliation_strings":["Institute of Applied Physics, TU Wien, Wiedner Hauptstrasse 8-10/134, A 1040 Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Applied Physics, TU Wien, Wiedner Hauptstrasse 8-10/134, A 1040 Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084801808","display_name":"Ulrike Diebold","orcid":"https://orcid.org/0000-0003-0319-5256"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Ulrike Diebold","raw_affiliation_strings":["Institute of Applied Physics, TU Wien, Wiedner Hauptstrasse 8-10/134, A 1040 Vienna, Austria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Applied Physics, TU Wien, Wiedner Hauptstrasse 8-10/134, A 1040 Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056319761","display_name":"Michele Reticcioli","orcid":"https://orcid.org/0000-0001-8223-9928"},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Michele Reticcioli","raw_affiliation_strings":["University of Vienna, Faculty of Physics and Center for Computational Materials Science, Kolingasse 14-16, A-1090 Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0001-8223-9928","affiliations":[{"raw_affiliation_string":"University of Vienna, Faculty of Physics and Center for Computational Materials Science, Kolingasse 14-16, A-1090 Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059112209","display_name":"Cesare Franchini","orcid":"https://orcid.org/0000-0002-7990-2984"},"institutions":[{"id":"https://openalex.org/I129774422","display_name":"University of Vienna","ror":"https://ror.org/03prydq77","country_code":"AT","type":"education","lineage":["https://openalex.org/I129774422"]},{"id":"https://openalex.org/I4210086498","display_name":"Osservatorio astronomico di Bologna","ror":"https://ror.org/002hc6y19","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210086498","https://openalex.org/I875825670"]},{"id":"https://openalex.org/I9360294","display_name":"University of Bologna","ror":"https://ror.org/01111rn36","country_code":"IT","type":"education","lineage":["https://openalex.org/I9360294"]}],"countries":["AT","IT"],"is_corresponding":false,"raw_author_name":"Cesare Franchini","raw_affiliation_strings":["Dipartimento di Fisica e Astronomia, Universit\u00e0 di Bologna, 40127 Bologna, Italy","University of Vienna, Faculty of Physics and Center for Computational Materials Science, Kolingasse 14-16, A-1090 Vienna, Austria"],"raw_orcid":"https://orcid.org/0000-0002-7990-2984","affiliations":[{"raw_affiliation_string":"Dipartimento di Fisica e Astronomia, Universit\u00e0 di Bologna, 40127 Bologna, Italy","institution_ids":["https://openalex.org/I4210086498","https://openalex.org/I9360294"]},{"raw_affiliation_string":"University of Vienna, Faculty of Physics and Center for Computational Materials Science, Kolingasse 14-16, A-1090 Vienna, Austria","institution_ids":["https://openalex.org/I129774422"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5068996491"],"corresponding_institution_ids":["https://openalex.org/I129774422"],"apc_list":{"value":1600,"currency":"GBP","value_usd":1962},"apc_paid":{"value":1600,"currency":"GBP","value_usd":1962},"fwci":1.3573,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.78574146,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"4","issue":"1","first_page":"015015","last_page":"015015"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10923","display_name":"Force Microscopy Techniques and Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10923","display_name":"Force Microscopy Techniques and Applications","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12588","display_name":"Electronic and Structural Properties of Oxides","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9962999820709229,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/anatase","display_name":"Anatase","score":0.6519107818603516},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.5868907570838928},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5693076848983765},{"id":"https://openalex.org/keywords/lattice","display_name":"Lattice (music)","score":0.5252565741539001},{"id":"https://openalex.org/keywords/rutile","display_name":"Rutile","score":0.49136772751808167},{"id":"https://openalex.org/keywords/atomic-units","display_name":"Atomic units","score":0.4814707338809967},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.48089027404785156},{"id":"https://openalex.org/keywords/atomic-force-microscopy","display_name":"Atomic force microscopy","score":0.4712548553943634},{"id":"https://openalex.org/keywords/reciprocal-lattice","display_name":"Reciprocal lattice","score":0.4469807744026184},{"id":"https://openalex.org/keywords/microscopy","display_name":"Microscopy","score":0.4282359778881073},{"id":"https://openalex.org/keywords/crystal-structure","display_name":"Crystal structure","score":0.4194164276123047},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4172933101654053},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3391178846359253},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.3356257677078247},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32738032937049866},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.32416439056396484},{"id":"https://openalex.org/keywords/diffraction","display_name":"Diffraction","score":0.2982695698738098},{"id":"https://openalex.org/keywords/crystallography","display_name":"Crystallography","score":0.26400741934776306},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.25411489605903625},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.22848296165466309},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.18045437335968018},{"id":"https://openalex.org/keywords/catalysis","display_name":"Catalysis","score":0.09373587369918823}],"concepts":[{"id":"https://openalex.org/C2777402863","wikidata":"https://www.wikidata.org/wiki/Q413357","display_name":"Anatase","level":4,"score":0.6519107818603516},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5868907570838928},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5693076848983765},{"id":"https://openalex.org/C2781204021","wikidata":"https://www.wikidata.org/wiki/Q6497091","display_name":"Lattice (music)","level":2,"score":0.5252565741539001},{"id":"https://openalex.org/C2777889555","wikidata":"https://www.wikidata.org/wiki/Q320603","display_name":"Rutile","level":2,"score":0.49136772751808167},{"id":"https://openalex.org/C66823137","wikidata":"https://www.wikidata.org/wiki/Q757568","display_name":"Atomic units","level":2,"score":0.4814707338809967},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.48089027404785156},{"id":"https://openalex.org/C102951782","wikidata":"https://www.wikidata.org/wiki/Q49295","display_name":"Atomic force microscopy","level":2,"score":0.4712548553943634},{"id":"https://openalex.org/C89957378","wikidata":"https://www.wikidata.org/wiki/Q164129","display_name":"Reciprocal lattice","level":3,"score":0.4469807744026184},{"id":"https://openalex.org/C147080431","wikidata":"https://www.wikidata.org/wiki/Q1074953","display_name":"Microscopy","level":2,"score":0.4282359778881073},{"id":"https://openalex.org/C115624301","wikidata":"https://www.wikidata.org/wiki/Q895901","display_name":"Crystal structure","level":2,"score":0.4194164276123047},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4172933101654053},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3391178846359253},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.3356257677078247},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32738032937049866},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.32416439056396484},{"id":"https://openalex.org/C207114421","wikidata":"https://www.wikidata.org/wiki/Q133900","display_name":"Diffraction","level":2,"score":0.2982695698738098},{"id":"https://openalex.org/C8010536","wikidata":"https://www.wikidata.org/wiki/Q160398","display_name":"Crystallography","level":1,"score":0.26400741934776306},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.25411489605903625},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.22848296165466309},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.18045437335968018},{"id":"https://openalex.org/C161790260","wikidata":"https://www.wikidata.org/wiki/Q82264","display_name":"Catalysis","level":2,"score":0.09373587369918823},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C65165184","wikidata":"https://www.wikidata.org/wiki/Q218831","display_name":"Photocatalysis","level":3,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1088/2632-2153/acb5e0","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/acb5e0","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/acb5e0/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},{"id":"pmh:oai:cris.unibo.it:11585/957786","is_oa":true,"landing_page_url":"https://hdl.handle.net/11585/957786","pdf_url":"https://cris.unibo.it/bitstream/11585/957786/3/Corrias_2023_Mach._Learn.__Sci._Technol._4_015015.pdf","source":{"id":"https://openalex.org/S4306402579","display_name":"Archivio istituzionale della ricerca (Alma Mater Studiorum Universit\u00e0 di Bologna)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210117483","host_organization_name":"Istituto di Ematologia di Bologna","host_organization_lineage":["https://openalex.org/I4210117483"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:1c95e28fdd694e69bd2547fc8bd3efc5","is_oa":true,"landing_page_url":"https://doaj.org/article/1c95e28fdd694e69bd2547fc8bd3efc5","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning: Science and Technology, Vol 4, Iss 1, p 015015 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1088/2632-2153/acb5e0","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/acb5e0","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/acb5e0/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1170414223","display_name":null,"funder_award_id":"GACR 20-21727X","funder_id":"https://openalex.org/F4320321006","funder_display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky"},{"id":"https://openalex.org/G2795355722","display_name":null,"funder_award_id":"20-21727X","funder_id":"https://openalex.org/F4320321006","funder_display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky"},{"id":"https://openalex.org/G8081000918","display_name":null,"funder_award_id":"P 32148-N36","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"}],"funders":[{"id":"https://openalex.org/F4320321006","display_name":"Grantov\u00e1 Agentura \u010cesk\u00e9 Republiky","ror":"https://ror.org/01pv73b02"},{"id":"https://openalex.org/F4320321181","display_name":"Austrian Science Fund","ror":"https://ror.org/013tf3c58"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4317891395.pdf"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1562911693","https://openalex.org/W1966371925","https://openalex.org/W1967445304","https://openalex.org/W1975639388","https://openalex.org/W1979228840","https://openalex.org/W1986252415","https://openalex.org/W1987971958","https://openalex.org/W1994186948","https://openalex.org/W2010546800","https://openalex.org/W2016381774","https://openalex.org/W2023234606","https://openalex.org/W2030221437","https://openalex.org/W2046032184","https://openalex.org/W2117601351","https://openalex.org/W2151103935","https://openalex.org/W2315379019","https://openalex.org/W2401445919","https://openalex.org/W2525254816","https://openalex.org/W2547645365","https://openalex.org/W2563782599","https://openalex.org/W2577611789","https://openalex.org/W2589130206","https://openalex.org/W2757725406","https://openalex.org/W2793077529","https://openalex.org/W2793150221","https://openalex.org/W2805504266","https://openalex.org/W2884085280","https://openalex.org/W2884138828","https://openalex.org/W2889396403","https://openalex.org/W2913763077","https://openalex.org/W2945311972","https://openalex.org/W2963475663","https://openalex.org/W2964987940","https://openalex.org/W2965936382","https://openalex.org/W2969012486","https://openalex.org/W2997591727","https://openalex.org/W3005267847","https://openalex.org/W3010077841","https://openalex.org/W3011762972","https://openalex.org/W3034485766","https://openalex.org/W3103327916","https://openalex.org/W3104954953","https://openalex.org/W3105958861","https://openalex.org/W3112919853","https://openalex.org/W3176264477","https://openalex.org/W3183012698","https://openalex.org/W3188225401","https://openalex.org/W3208328927","https://openalex.org/W3208687975","https://openalex.org/W3213050812","https://openalex.org/W4214840389","https://openalex.org/W4214843102","https://openalex.org/W4221092789"],"related_works":["https://openalex.org/W2086947034","https://openalex.org/W2795473456","https://openalex.org/W1995178425","https://openalex.org/W2034533054","https://openalex.org/W2205766839","https://openalex.org/W1896306935","https://openalex.org/W145946530","https://openalex.org/W2035054419","https://openalex.org/W1996722237","https://openalex.org/W1993822469"],"abstract_inverted_index":{"Abstract":[0],"Analyzing":[1],"atomically":[2,93,133],"resolved":[3,44,94,134],"images":[4,20,95,139],"is":[5,129,180],"a":[6,22,47,78],"time-consuming":[7],"process":[8],"requiring":[9],"solid":[10],"experience":[11],"and":[12,32,36,61,71,80,100,110,123,159,169,179,185],"substantial":[13],"human":[14],"intervention.":[15,126],"In":[16],"addition,":[17],"the":[18,65,114,121,189],"acquired":[19],"contain":[21],"large":[23],"amount":[24],"of":[25,34,38,87,140,146,191],"information":[26],"such":[27],"as":[28],"crystal":[29],"structure,":[30],"presence":[31],"distribution":[33],"defects,":[35],"formation":[37],"domains,":[39],"which":[40],"need":[41],"to":[42,45,91,131],"be":[43],"understand":[46],"material\u2019s":[48],"surface":[49],"structure.":[50],"Therefore,":[51],"machine":[52],"learning":[53],"techniques":[54],"have":[55],"been":[56],"applied":[57,130],"in":[58],"scanning":[59,192],"probe":[60,193],"electron":[62],"microscopies":[63],"during":[64],"last":[66],"years,":[67],"aiming":[68],"for":[69],"automatized":[70],"efficient":[72],"image":[73],"analysis.":[74],"This":[75],"work":[76],"introduces":[77],"free":[79],"open":[81],"source":[82],"tool":[83],"(AiSurf:":[84],"Automated":[85],"Identification":[86],"Surface":[88],"Images)":[89],"developed":[90],"inspect":[92],"via":[96],"scale-invariant":[97],"feature":[98],"transform":[99],"clustering":[101],"algorithms.":[102],"AiSurf":[103],"extracts":[104],"primitive":[105],"lattice":[106,122],"vectors,":[107],"unit":[108],"cells,":[109],"structural":[111],"distortions":[112],"from":[113],"original":[115],"image,":[116],"with":[117,143,158,166,171],"no":[118],"pre-assumption":[119],"on":[120],"minimal":[124],"user":[125],"The":[127,174],"method":[128],"various":[132],"non-contact":[135],"atomic":[136],"force":[137],"microscopy":[138,194],"selected":[141],"surfaces":[142],"different":[144],"levels":[145],"complexity:":[147],"anatase":[148],"TiO":[149,155],"2":[150,156],"(101),":[151],"oxygen":[152],"deficient":[153],"rutile":[154],"(110)":[157],"without":[160],"CO":[161],"adsorbates,":[162],"SrTiO":[163],"3":[164],"(001)":[165],"Sr":[167],"vacancies":[168],"graphene":[170],"C":[172],"vacancies.":[173],"code":[175],"delivers":[176],"excellent":[177],"results":[178],"tested":[181],"against":[182],"atom":[183],"misclassification":[184],"artifacts,":[186],"thereby":[187],"facilitating":[188],"interpretation":[190],"images.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}