{"id":"https://openalex.org/W2804333359","doi":"https://doi.org/10.1016/j.commatsci.2018.04.031","title":"Accelerated search for perovskite materials with higher Curie temperature based on the machine learning methods","display_name":"Accelerated search for perovskite materials with higher Curie temperature based on the machine learning methods","publication_year":2018,"publication_date":"2018-05-25","ids":{"openalex":"https://openalex.org/W2804333359","doi":"https://doi.org/10.1016/j.commatsci.2018.04.031","mag":"2804333359"},"language":"en","primary_location":{"id":"doi:10.1016/j.commatsci.2018.04.031","doi":"https://doi.org/10.1016/j.commatsci.2018.04.031","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.commatsci.2018.04.031","pdf_url":null,"source":{"id":"https://openalex.org/S26018076","display_name":"Computational Materials Science","issn_l":"0927-0256","issn":["0927-0256","1879-0801"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-2","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Materials Science","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W2804333359"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043675452","display_name":"Xiuyun Zhai","orcid":"https://orcid.org/0000-0002-1892-9147","observed_orcids":["https://orcid.org/0000-0002-1892-9147"]},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]},{"id":"https://openalex.org/I4210108370","display_name":"Panzhihua University","ror":"https://ror.org/01h8y6y39","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108370"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiuyun Zhai","raw_affiliation_strings":["College of Materials Science and Engineering, Shanghai University, Shanghai 200444, China","School of Mechanical Engineering, Panzhihua University, Panzhihua 617000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Materials Science and Engineering, Shanghai University, Shanghai 200444, China","institution_ids":["https://openalex.org/I113940042"]},{"raw_affiliation_string":"School of Mechanical Engineering, Panzhihua University, Panzhihua 617000, China","institution_ids":["https://openalex.org/I4210108370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028134449","display_name":"Mingtong Chen","orcid":"https://orcid.org/0000-0001-6980-8823","observed_orcids":["https://orcid.org/0000-0001-6980-8823"]},"institutions":[{"id":"https://openalex.org/I4210108370","display_name":"Panzhihua University","ror":"https://ror.org/01h8y6y39","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210108370"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingtong Chen","raw_affiliation_strings":["Material Engineering School, Panzhihua University, Panzhihua 617000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Material Engineering School, Panzhihua University, Panzhihua 617000, China","institution_ids":["https://openalex.org/I4210108370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101967058","display_name":"Wencong Lu","orcid":"https://orcid.org/0000-0001-5361-6122","observed_orcids":["https://orcid.org/0000-0001-5361-6122"]},"institutions":[{"id":"https://openalex.org/I113940042","display_name":"Shanghai University","ror":"https://ror.org/006teas31","country_code":"CN","type":"education","lineage":["https://openalex.org/I113940042"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wencong Lu","raw_affiliation_strings":["Department of Chemistry, College of Sciences, Shanghai University, Shanghai 200444, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemistry, College of Sciences, Shanghai University, Shanghai 200444, China","institution_ids":["https://openalex.org/I113940042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101967058"],"corresponding_institution_ids":["https://openalex.org/I113940042"],"apc_list":{"value":3290,"currency":"USD","value_usd":3290},"apc_paid":null,"fwci":3.3234,"has_fulltext":false,"cited_by_count":80,"citation_normalized_percentile":{"value":0.937046,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"151","issue":null,"first_page":"41","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":1.0,"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/T11948","display_name":"Machine Learning in Materials Science","score":1.0,"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/T10607","display_name":"Magnetic and transport properties of perovskites and related materials","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2504","display_name":"Electronic, Optical and Magnetic Materials"},"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/T10107","display_name":"Ferroelectric and Piezoelectric Materials","score":0.0,"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/perovskite","display_name":"perovskite","score":0.9760000109672546},{"id":"https://openalex.org/keywords/curie-temperature","display_name":"Curie temperature","score":0.9750000238418579},{"id":"https://openalex.org/keywords/machine-learning-prediction","display_name":"machine learning prediction","score":0.6039999723434448},{"id":"https://openalex.org/keywords/support-vector-regression","display_name":"support vector regression","score":0.9509999752044678},{"id":"https://openalex.org/keywords/relevance-vector-machine","display_name":"relevance vector machine","score":0.996999979019165},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":1.0},{"id":"https://openalex.org/keywords/physicochemical-properties","display_name":"physicochemical properties","score":0.7770000100135803},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"genetic algorithm","score":0.5979999899864197},{"id":"https://openalex.org/keywords/materials-design","display_name":"materials design","score":0.6510000228881836},{"id":"https://openalex.org/keywords/virtual-samples","display_name":"virtual samples","score":0.531000018119812},{"id":"https://openalex.org/keywords/second-order-phase-transition","display_name":"second-order phase transition","score":0.6930000185966492}],"concepts":[{"id":"https://openalex.org/C63648874","wikidata":"https://www.wikidata.org/wiki/Q191073","display_name":"Curie temperature","level":3,"score":0.7824971079826355},{"id":"https://openalex.org/C155011858","wikidata":"https://www.wikidata.org/wiki/Q3036449","display_name":"Perovskite (structure)","level":2,"score":0.6925368309020996},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6196939945220947},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5726518034934998},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.5185801982879639},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5067999958992004},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.5044475793838501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4843203127384186},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.467602401971817},{"id":"https://openalex.org/C14948415","wikidata":"https://www.wikidata.org/wiki/Q7310972","display_name":"Relevance vector machine","level":3,"score":0.4634098708629608},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.44939664006233215},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38200998306274414},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.272588849067688},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.2540212869644165},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.20405146479606628},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17773503065109253},{"id":"https://openalex.org/C8010536","wikidata":"https://www.wikidata.org/wiki/Q160398","display_name":"Crystallography","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C82217956","wikidata":"https://www.wikidata.org/wiki/Q184207","display_name":"Ferromagnetism","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.commatsci.2018.04.031","doi":"https://doi.org/10.1016/j.commatsci.2018.04.031","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.commatsci.2018.04.031","pdf_url":null,"source":{"id":"https://openalex.org/S26018076","display_name":"Computational Materials Science","issn_l":"0927-0256","issn":["0927-0256","1879-0801"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-c","jufo-2","norway-2","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computational Materials Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G7611511976","display_name":null,"funder_award_id":"2016YFB0700504","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W625912296","https://openalex.org/W1807324513","https://openalex.org/W1964798067","https://openalex.org/W1971057981","https://openalex.org/W1982491021","https://openalex.org/W1988195734","https://openalex.org/W1989811356","https://openalex.org/W1991141438","https://openalex.org/W1993260433","https://openalex.org/W1995801628","https://openalex.org/W1999751395","https://openalex.org/W2001168095","https://openalex.org/W2018376565","https://openalex.org/W2020592039","https://openalex.org/W2025786945","https://openalex.org/W2034070267","https://openalex.org/W2037386801","https://openalex.org/W2042746821","https://openalex.org/W2044121546","https://openalex.org/W2060738338","https://openalex.org/W2064175677","https://openalex.org/W2079543955","https://openalex.org/W2103943817","https://openalex.org/W2106141559","https://openalex.org/W2149706766","https://openalex.org/W2169535263","https://openalex.org/W2276749681","https://openalex.org/W2283269332","https://openalex.org/W2290621815","https://openalex.org/W2313411748","https://openalex.org/W2337110853","https://openalex.org/W2342831537","https://openalex.org/W2347129741","https://openalex.org/W2387572940","https://openalex.org/W2514430732","https://openalex.org/W2530181556","https://openalex.org/W2552981463","https://openalex.org/W2554168167","https://openalex.org/W2554398283","https://openalex.org/W2559209493","https://openalex.org/W2599457435","https://openalex.org/W2605516250","https://openalex.org/W2605763657","https://openalex.org/W2606564191","https://openalex.org/W2607378088","https://openalex.org/W2609394459","https://openalex.org/W2609523961","https://openalex.org/W2614370829","https://openalex.org/W2735158968","https://openalex.org/W2735428840","https://openalex.org/W2736742854","https://openalex.org/W2737207228","https://openalex.org/W2749697459","https://openalex.org/W2756369085","https://openalex.org/W2759893831","https://openalex.org/W2762890495","https://openalex.org/W2768705872","https://openalex.org/W2794797435","https://openalex.org/W2800333284","https://openalex.org/W2805791355","https://openalex.org/W2911964244","https://openalex.org/W2998216295","https://openalex.org/W3147310958","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W6943926270","https://openalex.org/W4410695139","https://openalex.org/W4415715826","https://openalex.org/W4385246456","https://openalex.org/W4384912342","https://openalex.org/W2806681928","https://openalex.org/W4380606809","https://openalex.org/W3180766314","https://openalex.org/W2172086781","https://openalex.org/W4387046396"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2018-06-01T00:00:00"}
