{"id":"https://openalex.org/W4403565462","doi":"https://doi.org/10.1021/acsnano.4c09312","title":"Size-Resolved Shape Evolution in Inorganic Nanocrystals Captured via High-Throughput Deep Learning-Driven Statistical Characterization","display_name":"Size-Resolved Shape Evolution in Inorganic Nanocrystals Captured via High-Throughput Deep Learning-Driven Statistical Characterization","publication_year":2024,"publication_date":"2024-10-19","ids":{"openalex":"https://openalex.org/W4403565462","doi":"https://doi.org/10.1021/acsnano.4c09312","pmid":"https://pubmed.ncbi.nlm.nih.gov/39425689","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/11526432"},"language":"en","primary_location":{"id":"doi:10.1021/acsnano.4c09312","doi":"https://doi.org/10.1021/acsnano.4c09312","is_oa":true,"landing_page_url":"https://doi.org/10.1021/acsnano.4c09312","pdf_url":null,"source":{"id":"https://openalex.org/S145476921","display_name":"ACS Nano","issn_l":"1936-0851","issn":["1936-0851","1936-086X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACS Nano","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1021/acsnano.4c09312","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024862919","display_name":"Min Gee Cho","orcid":"https://orcid.org/0000-0003-4490-7352","observed_orcids":["https://orcid.org/0000-0003-4490-7352"]},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]},{"id":"https://openalex.org/I4387154492","display_name":"Molecular Foundry","ror":"https://ror.org/01fdhpk75","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521","https://openalex.org/I4387154492"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Min Gee Cho","raw_affiliation_strings":["Department of Materials Science and Engineering","Lawrence Berkeley National Laboratory","National Center for Electron Microscopy, Molecular Foundry","University of California Berkeley","Department of Materials Science and Engineering, University of California Berkeley, Berkeley, California 94720, United States","National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States"],"raw_orcid":"https://orcid.org/0000-0003-4490-7352","affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering","institution_ids":[]},{"raw_affiliation_string":"Lawrence Berkeley National Laboratory","institution_ids":["https://openalex.org/I148283060"]},{"raw_affiliation_string":"National Center for Electron Microscopy, Molecular Foundry","institution_ids":["https://openalex.org/I4387154492"]},{"raw_affiliation_string":"University of California Berkeley","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Materials Science and Engineering, University of California Berkeley, Berkeley, California 94720, United States","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States","institution_ids":["https://openalex.org/I148283060","https://openalex.org/I4387154492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053990118","display_name":"Katherine Sytwu","orcid":"https://orcid.org/0000-0003-1125-2943","observed_orcids":["https://orcid.org/0000-0003-1125-2943"]},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]},{"id":"https://openalex.org/I4387154492","display_name":"Molecular Foundry","ror":"https://ror.org/01fdhpk75","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521","https://openalex.org/I4387154492"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katherine Sytwu","raw_affiliation_strings":["Lawrence Berkeley National Laboratory","National Center for Electron Microscopy, Molecular Foundry","National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley National Laboratory","institution_ids":["https://openalex.org/I148283060"]},{"raw_affiliation_string":"National Center for Electron Microscopy, Molecular Foundry","institution_ids":["https://openalex.org/I4387154492"]},{"raw_affiliation_string":"National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States","institution_ids":["https://openalex.org/I148283060","https://openalex.org/I4387154492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021702714","display_name":"Luis Rangel DaCosta","orcid":"https://orcid.org/0000-0001-8966-0408","observed_orcids":["https://orcid.org/0000-0001-8966-0408"]},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]},{"id":"https://openalex.org/I4387154492","display_name":"Molecular Foundry","ror":"https://ror.org/01fdhpk75","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521","https://openalex.org/I4387154492"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Luis Rangel DaCosta","raw_affiliation_strings":["Department of Materials Science and Engineering","Lawrence Berkeley National Laboratory","National Center for Electron Microscopy, Molecular Foundry","University of California Berkeley","Department of Materials Science and Engineering, University of California Berkeley, Berkeley, California 94720, United States","National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States"],"raw_orcid":"https://orcid.org/0000-0001-8966-0408","affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering","institution_ids":[]},{"raw_affiliation_string":"Lawrence Berkeley National Laboratory","institution_ids":["https://openalex.org/I148283060"]},{"raw_affiliation_string":"National Center for Electron Microscopy, Molecular Foundry","institution_ids":["https://openalex.org/I4387154492"]},{"raw_affiliation_string":"University of California Berkeley","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Materials Science and Engineering, University of California Berkeley, Berkeley, California 94720, United States","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States","institution_ids":["https://openalex.org/I148283060","https://openalex.org/I4387154492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102898861","display_name":"Catherine Groschner","orcid":"https://orcid.org/0000-0001-9996-1124","observed_orcids":["https://orcid.org/0000-0001-9996-1124"]},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Catherine Groschner","raw_affiliation_strings":["Department of Materials Science and Engineering","University of California Berkeley","Department of Materials Science and Engineering, University of California Berkeley, Berkeley, California 94720, United States"],"raw_orcid":"https://orcid.org/0000-0001-9996-1124","affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering","institution_ids":[]},{"raw_affiliation_string":"University of California Berkeley","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Materials Science and Engineering, University of California Berkeley, Berkeley, California 94720, United States","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069392874","display_name":"Myoung Hwan Oh","orcid":"https://orcid.org/0000-0002-8338-3881","observed_orcids":["https://orcid.org/0000-0002-8338-3881"]},"institutions":[{"id":"https://openalex.org/I4405264329","display_name":"Kentech Corporation (Japan)","ror":"https://ror.org/01ktkha15","country_code":"JP","type":"company","lineage":["https://openalex.org/I4405264329"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Myoung Hwan Oh","raw_affiliation_strings":["Department of Energy Engineering, KENTECH Institute for Environmental and Climate Technology","Korea Institute of Energy Technology","Department of Energy Engineering, KENTECH Institute for Environmental and Climate Technology, Korea Institute of Energy Technology, Naju 58330, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-8338-3881","affiliations":[{"raw_affiliation_string":"Department of Energy Engineering, KENTECH Institute for Environmental and Climate Technology","institution_ids":["https://openalex.org/I4405264329"]},{"raw_affiliation_string":"Korea Institute of Energy Technology","institution_ids":[]},{"raw_affiliation_string":"Department of Energy Engineering, KENTECH Institute for Environmental and Climate Technology, Korea Institute of Energy Technology, Naju 58330, Republic of Korea","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012826031","display_name":"Mary Cooper Scott","orcid":"https://orcid.org/0000-0002-9543-6725","observed_orcids":["https://orcid.org/0000-0002-9543-6725"]},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]},{"id":"https://openalex.org/I4387154492","display_name":"Molecular Foundry","ror":"https://ror.org/01fdhpk75","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521","https://openalex.org/I4387154492"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mary C. Scott","raw_affiliation_strings":["Department of Materials Science and Engineering","Lawrence Berkeley National Laboratory","National Center for Electron Microscopy, Molecular Foundry","University of California Berkeley","Department of Materials Science and Engineering, University of California Berkeley, Berkeley, California 94720, United States","National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering","institution_ids":[]},{"raw_affiliation_string":"Lawrence Berkeley National Laboratory","institution_ids":["https://openalex.org/I148283060"]},{"raw_affiliation_string":"National Center for Electron Microscopy, Molecular Foundry","institution_ids":["https://openalex.org/I4387154492"]},{"raw_affiliation_string":"University of California Berkeley","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"Department of Materials Science and Engineering, University of California Berkeley, Berkeley, California 94720, United States","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"National Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, California 94720, United States","institution_ids":["https://openalex.org/I148283060","https://openalex.org/I4387154492"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5012826031","https://openalex.org/A5024862919"],"corresponding_institution_ids":["https://openalex.org/I148283060","https://openalex.org/I4387154492","https://openalex.org/I95457486"],"apc_list":{"value":4500,"currency":"USD","value_usd":4500},"apc_paid":{"value":4500,"currency":"USD","value_usd":4500},"fwci":0.9623,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.68977005,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"18","issue":"43","first_page":"29736","last_page":"29747"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13104","display_name":"Chemical and Physical Properties of Materials","score":0.5166000127792358,"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"}},"topics":[{"id":"https://openalex.org/T13104","display_name":"Chemical and Physical Properties of Materials","score":0.5166000127792358,"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/T10321","display_name":"Quantum Dots Synthesis And Properties","score":0.24070000648498535,"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":0.13809999823570251,"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/co3o4-nanocrystals","display_name":"Co3O4 nanocrystals","score":0.9509999752044678},{"id":"https://openalex.org/keywords/nanocrystal-growth-mechanism","display_name":"nanocrystal growth mechanism","score":0.6970000267028809},{"id":"https://openalex.org/keywords/faceting","display_name":"faceting","score":0.8600000143051147},{"id":"https://openalex.org/keywords/colloidal-nanocrystal-synthesis","display_name":"colloidal nanocrystal synthesis","score":0.8299999833106995},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.6320000290870667},{"id":"https://openalex.org/keywords/structure-property-relationships","display_name":"structure-property relationships","score":0.5630000233650208},{"id":"https://openalex.org/keywords/moisture-content","display_name":"moisture content","score":0.593999981880188}],"concepts":[{"id":"https://openalex.org/C175854130","wikidata":"https://www.wikidata.org/wiki/Q98276914","display_name":"Nanocrystal","level":2,"score":0.6756551265716553},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.6110476851463318},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.5511764883995056},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5478578805923462},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.5400330424308777},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2635262906551361},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1021/acsnano.4c09312","doi":"https://doi.org/10.1021/acsnano.4c09312","is_oa":true,"landing_page_url":"https://doi.org/10.1021/acsnano.4c09312","pdf_url":null,"source":{"id":"https://openalex.org/S145476921","display_name":"ACS Nano","issn_l":"1936-0851","issn":["1936-0851","1936-086X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACS Nano","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11526432","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11526432","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11526432/pdf/nn4c09312.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACS Nano","raw_type":"Text"},{"id":"pmid:39425689","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39425689","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACS nano","raw_type":"Journal Article"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt0mc5j47c","doi":null,"is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/0mc5j47c","pdf_url":"https://escholarship.org/content/qt0mc5j47c/qt0mc5j47c.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACS Nano, vol 18, iss 43","raw_type":"article"},{"id":"pmh:oai:osti.gov:2472880","doi":null,"is_oa":false,"landing_page_url":"https://www.osti.gov/biblio/2472880","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},{"id":"pmh:oai:osti.gov:2475554","doi":null,"is_oa":false,"landing_page_url":"https://www.osti.gov/biblio/2475554","pdf_url":null,"source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.1021/acsnano.4c09312","doi":"https://doi.org/10.1021/acsnano.4c09312","is_oa":true,"landing_page_url":"https://doi.org/10.1021/acsnano.4c09312","pdf_url":null,"source":{"id":"https://openalex.org/S145476921","display_name":"ACS Nano","issn_l":"1936-0851","issn":["1936-0851","1936-086X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","doyens","jufo-3","ki-jl-3","medline","norway-2","poland-200","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACS Nano","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G1079818582","display_name":null,"funder_award_id":"AC02\u201005CH11231","funder_id":"https://openalex.org/F4320338292","funder_display_name":"Lawrence Berkeley National Laboratory"},{"id":"https://openalex.org/G1143651532","display_name":null,"funder_award_id":"DE-AC02-05CH11231","funder_id":"https://openalex.org/F4320338292","funder_display_name":"Lawrence Berkeley National Laboratory"},{"id":"https://openalex.org/G122673668","display_name":null,"funder_award_id":"DE\u2013AC02\u201305CH11231","funder_id":"https://openalex.org/F4320317220","funder_display_name":"National Energy Research Scientific Computing Center"},{"id":"https://openalex.org/G1286236842","display_name":null,"funder_award_id":"-AC02-05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G1286251239","display_name":null,"funder_award_id":"DE-AC02","funder_id":"https://openalex.org/F4320337480","funder_display_name":"Basic Energy Sciences"},{"id":"https://openalex.org/G1652175514","display_name":"2020 BUDGET REQUEST FOR THE DOE COMPUTATIONAL SCIENCE GRADUATE FELLOWSHIP (CSGF) GRANT","funder_award_id":"DESC0021110","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G1677143136","display_name":null,"funder_award_id":"05CH11231","funder_id":"https://openalex.org/F4320317220","funder_display_name":"National Energy Research Scientific Computing Center"},{"id":"https://openalex.org/G1767762112","display_name":null,"funder_award_id":"20224000000320","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G1799333409","display_name":null,"funder_award_id":"DE-AC02-05CH11231","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G30714459","display_name":null,"funder_award_id":"DE-AC02-05CH11231.","funder_id":"https://openalex.org/F4320337480","funder_display_name":"Basic Energy Sciences"},{"id":"https://openalex.org/G3083819904","display_name":null,"funder_award_id":"05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G3154299419","display_name":null,"funder_award_id":"DE\u2010SC0021110","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G324539806","display_name":null,"funder_award_id":"DE-SC0021110","funder_id":"https://openalex.org/F4320337480","funder_display_name":"Basic Energy Sciences"},{"id":"https://openalex.org/G3388975023","display_name":"2020 BUDGET REQUEST FOR THE DOE COMPUTATIONAL SCIENCE GRADUATE FELLOWSHIP (CSGF) GRANT","funder_award_id":"DESC0021110","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G3400742099","display_name":null,"funder_award_id":"20224000000320","funder_id":"https://openalex.org/F4320335199","funder_display_name":"Korea Institute of Energy Technology Evaluation and Planning"},{"id":"https://openalex.org/G419881185","display_name":null,"funder_award_id":"DEAC02\u201305CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G42916606","display_name":null,"funder_award_id":"DE AC02 05CH11231","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G4501827968","display_name":null,"funder_award_id":"AC02-05CH11231","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G498139845","display_name":null,"funder_award_id":"DE-AC02","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G5035988734","display_name":null,"funder_award_id":"BES-ERCAP0026467","funder_id":"https://openalex.org/F4320334593","funder_display_name":"Natural Sciences and Engineering Research Council of Canada"},{"id":"https://openalex.org/G5070048936","display_name":null,"funder_award_id":"DE-AC02-05CH11231","funder_id":"https://openalex.org/F4320332382","funder_display_name":"Oak Ridge Institute for Science and Education"},{"id":"https://openalex.org/G5076365615","display_name":null,"funder_award_id":"AC02-05CH11231","funder_id":"https://openalex.org/F4320317220","funder_display_name":"National Energy Research Scientific Computing Center"},{"id":"https://openalex.org/G650090426","display_name":null,"funder_award_id":"AC02\u201305CH11231","funder_id":"https://openalex.org/F4320337480","funder_display_name":"Basic Energy Sciences"},{"id":"https://openalex.org/G6533791217","display_name":null,"funder_award_id":"2021R1A6A3A14045275","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G7354628648","display_name":null,"funder_award_id":"05CH11231","funder_id":"https://openalex.org/F4320338292","funder_display_name":"Lawrence Berkeley National Laboratory"},{"id":"https://openalex.org/G969889393","display_name":null,"funder_award_id":"DE-AC02-","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320312530","display_name":"Office of the Director of National Intelligence","ror":"https://ror.org/01v3fsc55"},{"id":"https://openalex.org/F4320317220","display_name":"National Energy Research Scientific Computing Center","ror":"https://ror.org/05v3mvq14"},{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320332382","display_name":"Oak Ridge Institute for Science and Education","ror":"https://ror.org/0526p1y61"},{"id":"https://openalex.org/F4320333053","display_name":"Intelligence Community Postdoctoral Research Fellowship Program","ror":null},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"},{"id":"https://openalex.org/F4320335199","display_name":"Korea Institute of Energy Technology Evaluation and Planning","ror":"https://ror.org/02zq38y32"},{"id":"https://openalex.org/F4320337480","display_name":"Basic Energy Sciences","ror":"https://ror.org/05mg91w61"},{"id":"https://openalex.org/F4320337506","display_name":"Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22"},{"id":"https://openalex.org/F4320338292","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403565462.pdf","grobid_xml":"https://content.openalex.org/works/W4403565462.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1513209253","https://openalex.org/W1525344776","https://openalex.org/W1901129140","https://openalex.org/W1978214441","https://openalex.org/W1984031758","https://openalex.org/W1987665052","https://openalex.org/W2009099189","https://openalex.org/W2025669689","https://openalex.org/W2026864740","https://openalex.org/W2031876079","https://openalex.org/W2044842642","https://openalex.org/W2069525600","https://openalex.org/W2074124696","https://openalex.org/W2078833116","https://openalex.org/W2141017103","https://openalex.org/W2194775991","https://openalex.org/W2342074033","https://openalex.org/W2517550844","https://openalex.org/W2552739483","https://openalex.org/W2580766645","https://openalex.org/W2741918962","https://openalex.org/W2767655801","https://openalex.org/W2771157767","https://openalex.org/W2780785870","https://openalex.org/W2919115771","https://openalex.org/W2933118606","https://openalex.org/W2936376197","https://openalex.org/W2946901414","https://openalex.org/W2969829076","https://openalex.org/W2978461098","https://openalex.org/W3000049338","https://openalex.org/W3005632431","https://openalex.org/W3035106920","https://openalex.org/W3110318829","https://openalex.org/W3120512592","https://openalex.org/W3127425306","https://openalex.org/W3133279773","https://openalex.org/W3134276259","https://openalex.org/W3184865634","https://openalex.org/W4211095783","https://openalex.org/W4225986862","https://openalex.org/W4287307449","https://openalex.org/W4290672582","https://openalex.org/W4295339580","https://openalex.org/W4317424971","https://openalex.org/W4317542676","https://openalex.org/W4360779088","https://openalex.org/W4365483343","https://openalex.org/W4379519552","https://openalex.org/W4387692649","https://openalex.org/W4389049314","https://openalex.org/W4391308379","https://openalex.org/W4401100781"],"related_works":["https://openalex.org/W1999244376","https://openalex.org/W2072594288","https://openalex.org/W2550009750","https://openalex.org/W2077732863","https://openalex.org/W4415945839","https://openalex.org/W1991632383","https://openalex.org/W2189078301","https://openalex.org/W2095047104","https://openalex.org/W1996211261","https://openalex.org/W2368726960"],"abstract_inverted_index":{"High":[0],"Resolution":[1],"Image":[2],"Download":[3],"MS":[4],"PowerPoint":[5],"Slide":[6],"Precise":[7],"size":[8,39,163,184,221],"and":[9,28,40,61,90,118,138,157,192,245,255],"shape":[10,41,59,121,143],"control":[11],"in":[12,20,64,123,168],"nanocrystal":[13,69,253],"synthesis":[14,70,116,254],"is":[15,149],"essential":[16,150],"for":[17,151,190],"utilizing":[18],"nanocrystals":[19,234],"various":[21],"industrial":[22],"applications,":[23],"such":[24,85],"as":[25,86,198],"catalysis,":[26],"sensing,":[27],"energy":[29],"conversion.":[30],"However,":[31],"traditional":[32],"ensemble":[33],"measurements":[34],"often":[35],"overlook":[36],"the":[37,47,102,113,119,153,159,162,177,183,186,211,219,249],"subtle":[38],"distributions":[42],"of":[43,49,105,161,165,176,185,213,251],"individual":[44,106],"nanocrystals,":[45,107,133],"hindering":[46],"establishment":[48],"robust":[50],"structure\u2013property":[51],"relationships.":[52],"In":[53],"this":[54,108],"study,":[55],"we":[56,134,209],"uncover":[57],"intricate":[58],"evolutions":[60],"growth":[62,166,178],"mechanisms":[63],"Co":[65],"3":[66],"O":[67],"4":[68],"at":[71,223],"a":[72],"subnanometer":[73],"scale,":[74],"enabled":[75],"by":[76,200],"deep-learning-assisted":[77],"statistical":[78,147],"characterization.":[79],"By":[80],"first":[81],"controlling":[82],"synthetic":[83],"parameters":[84],"cobalt":[87],"precursor":[88],"concentration":[89],"water":[91],"amount":[92],"then":[93],"using":[94],"high":[95],"resolution":[96],"electron":[97],"microscopy":[98],"imaging":[99,128],"to":[100,196,204],"identify":[101],"geometric":[103],"features":[104],"study":[109,160],"provides":[110],"insights":[111],"into":[112],"interplay":[114],"between":[115,243],"conditions":[117],"size-dependent":[120],"evolution":[122],"colloidal":[124,252],"nanocrystals.":[125,170],"Utilizing":[126],"population-wide":[127],"data":[129],"encompassing":[130],"over":[131],"441,067":[132],"analyze":[135],"their":[136],"characteristics":[137],"elucidate":[139],"previously":[140],"unobserved":[141],"size-resolved":[142],"evolution.":[144],"This":[145,228],"high-throughput":[146],"analysis":[148],"representing":[152],"entire":[154],"population":[155],"accurately":[156],"enables":[158,239],"dependency":[164],"regimes":[167],"shaping":[169],"Our":[171],"findings":[172],"provide":[173],"experimental":[174],"quantification":[175],"regime":[179],"transition":[180],"based":[181],"on":[182],"crystals,":[187],"specifically":[188],"(i)":[189],"faceting":[191],"(ii)":[193],"from":[194,202],"thermodynamic":[195],"kinetic,":[197],"evidenced":[199],"transitions":[201,226],"convex":[203],"concave":[205],"polyhedral":[206],"crystals.":[207],"Additionally,":[208],"introduce":[210],"concept":[212],"an":[214],"\u201conset":[215],"radius,\u201d":[216],"which":[217,224],"describes":[218],"critical":[220],"thresholds":[222],"these":[225],"occur.":[227],"discovery":[229],"has":[230],"implications":[231],"beyond":[232],"achieving":[233],"with":[235],"desired":[236],"morphology;":[237],"it":[238],"finely":[240],"tuned":[241],"correlation":[242],"geometry":[244],"material":[246],"properties,":[247],"advancing":[248],"field":[250],"its":[256],"applications.":[257]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":5}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2024-10-20T00:00:00"}
