{"id":"https://openalex.org/W4290930066","doi":"https://doi.org/10.1093/bioinformatics/btac550","title":"MultiGran-SMILES: multi-granularity SMILES learning for molecular property prediction","display_name":"MultiGran-SMILES: multi-granularity SMILES learning for molecular property prediction","publication_year":2022,"publication_date":"2022-08-12","ids":{"openalex":"https://openalex.org/W4290930066","doi":"https://doi.org/10.1093/bioinformatics/btac550","pmid":"https://pubmed.ncbi.nlm.nih.gov/35961025"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btac550","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac550","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/38/19/4573/46221835/btac550.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/38/19/4573/46221835/btac550.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042484772","display_name":"Jing Jiang","orcid":"https://orcid.org/0000-0002-5648-2323"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]},{"id":"https://openalex.org/I145897649","display_name":"Minzu University of China","ror":"https://ror.org/0044e2g62","country_code":"CN","type":"education","lineage":["https://openalex.org/I145897649"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Jiang","raw_affiliation_strings":["Key Laboratory of China\u2019s Ethnic Languages and Information Technology of Ministry of Education, Northwest Minzu University , Lanzhou 730030, China","School of Information Science and Engineering, Lanzhou University , Lanzhou 730000, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of China\u2019s Ethnic Languages and Information Technology of Ministry of Education, Northwest Minzu University , Lanzhou 730030, China","institution_ids":["https://openalex.org/I145897649"]},{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University , Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088612057","display_name":"Ruisheng Zhang","orcid":"https://orcid.org/0000-0002-6585-2656"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruisheng Zhang","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University , Lanzhou 730000, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University , Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062004258","display_name":"Zhili Zhao","orcid":"https://orcid.org/0000-0001-6398-8886"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhili Zhao","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University , Lanzhou 730000, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University , Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100643095","display_name":"Jun Ma","orcid":"https://orcid.org/0000-0002-6645-0579"},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Ma","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University , Lanzhou 730000, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University , Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033257881","display_name":"Yunwu Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunwu Liu","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University , Lanzhou 730000, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University , Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048795912","display_name":"Yongna Yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongna Yuan","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University , Lanzhou 730000, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University , Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006150473","display_name":"Bojuan Niu","orcid":null},"institutions":[{"id":"https://openalex.org/I76214153","display_name":"Lanzhou University","ror":"https://ror.org/01mkqqe32","country_code":"CN","type":"education","lineage":["https://openalex.org/I76214153"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bojuan Niu","raw_affiliation_strings":["School of Information Science and Engineering, Lanzhou University , Lanzhou 730000, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Lanzhou University , Lanzhou 730000, China","institution_ids":["https://openalex.org/I76214153"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5088612057"],"corresponding_institution_ids":["https://openalex.org/I76214153"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":3.652,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.93899494,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"38","issue":"19","first_page":"4573","last_page":"4580"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer 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":0.9957000017166138,"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/T10044","display_name":"Protein Structure and Dynamics","score":0.9657999873161316,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.9458344578742981},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.7520867586135864},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7293297052383423},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4578375816345215},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38783276081085205},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3710494041442871},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11101463437080383}],"concepts":[{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.9458344578742981},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.7520867586135864},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7293297052383423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4578375816345215},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38783276081085205},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3710494041442871},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11101463437080383},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1093/bioinformatics/btac550","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac550","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/38/19/4573/46221835/btac550.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:35961025","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35961025","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,"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":"Bioinformatics (Oxford, England)","raw_type":null}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btac550","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btac550","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/38/19/4573/46221835/btac550.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1502842626","display_name":null,"funder_award_id":"21JR7RA460","funder_id":"https://openalex.org/F4320322880","funder_display_name":"Natural Science Foundation of Gansu Province"},{"id":"https://openalex.org/G4423093812","display_name":null,"funder_award_id":"20JR10RA613","funder_id":"https://openalex.org/F4320322880","funder_display_name":"Natural Science Foundation of Gansu Province"},{"id":"https://openalex.org/G7741744528","display_name":null,"funder_award_id":"61702240","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322880","display_name":"Natural Science Foundation of Gansu Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4290930066.pdf","grobid_xml":"https://content.openalex.org/works/W4290930066.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1757990252","https://openalex.org/W1975147762","https://openalex.org/W2019926612","https://openalex.org/W2038702914","https://openalex.org/W2052907531","https://openalex.org/W2104489082","https://openalex.org/W2126455125","https://openalex.org/W2131774270","https://openalex.org/W2170973067","https://openalex.org/W2269544137","https://openalex.org/W2290847742","https://openalex.org/W2406943157","https://openalex.org/W2461470610","https://openalex.org/W2594183968","https://openalex.org/W2735246657","https://openalex.org/W2777416523","https://openalex.org/W2896457183","https://openalex.org/W2907492528","https://openalex.org/W2968734407","https://openalex.org/W3028051793","https://openalex.org/W3100157108","https://openalex.org/W3113447514","https://openalex.org/W3134426364","https://openalex.org/W3137551757","https://openalex.org/W3138781613","https://openalex.org/W3157265962","https://openalex.org/W3175633940","https://openalex.org/W3194292290","https://openalex.org/W3213940558","https://openalex.org/W6643860709","https://openalex.org/W6694069733","https://openalex.org/W6755207826","https://openalex.org/W6802320626"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4375859821","https://openalex.org/W3046775127","https://openalex.org/W2354431794","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
