{"id":"https://openalex.org/W4399543727","doi":"https://doi.org/10.1039/d4ma00189c","title":"Accelerated design of L1 2 -strengthened single crystal high entropy alloys based on machine learning and multi-objective optimization","display_name":"Accelerated design of L1 2 -strengthened single crystal high entropy alloys based on machine learning and multi-objective optimization","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399543727","doi":"https://doi.org/10.1039/d4ma00189c"},"language":"en","primary_location":{"id":"doi:10.1039/d4ma00189c","doi":"https://doi.org/10.1039/d4ma00189c","is_oa":true,"landing_page_url":"https://doi.org/10.1039/d4ma00189c","pdf_url":"https://pubs.rsc.org/en/content/articlepdf/2024/ma/d4ma00189c","source":{"id":"https://openalex.org/S4210182508","display_name":"Materials Advances","issn_l":"2633-5409","issn":["2633-5409"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320556","host_organization_name":"Royal Society of Chemistry","host_organization_lineage":["https://openalex.org/P4310320556"],"host_organization_lineage_names":["Royal Society of Chemistry"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Materials Advances","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://pubs.rsc.org/en/content/articlepdf/2024/ma/d4ma00189c","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5034917397","display_name":"Wenchao Yang","orcid":"https://orcid.org/0000-0003-3451-4934","observed_orcids":["https://orcid.org/0000-0003-3451-4934"]},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I4391768207","display_name":"State Key Laboratory of Solidification Processing","ror":"https://ror.org/024dcqa50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I17145004","https://openalex.org/I4391768207"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenchao Yang","raw_affiliation_strings":["State Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi\u2019an 710072, China"],"raw_orcid":"https://orcid.org/0000-0003-3451-4934","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004","https://openalex.org/I4391768207"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109713429","display_name":"Shunsheng Lin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I4391768207","display_name":"State Key Laboratory of Solidification Processing","ror":"https://ror.org/024dcqa50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I17145004","https://openalex.org/I4391768207"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shunsheng Lin","raw_affiliation_strings":["State Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi\u2019an 710072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004","https://openalex.org/I4391768207"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100367034","display_name":"Qiang Wang","orcid":"https://orcid.org/0000-0002-9248-9186","observed_orcids":["https://orcid.org/0000-0002-9248-9186","https://orcid.org/0000-0002-5158-1752"]},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I4391768207","display_name":"State Key Laboratory of Solidification Processing","ror":"https://ror.org/024dcqa50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I17145004","https://openalex.org/I4391768207"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Wang","raw_affiliation_strings":["State Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi\u2019an 710072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004","https://openalex.org/I4391768207"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032864255","display_name":"Chen Liu","orcid":"https://orcid.org/0000-0002-2780-5699","observed_orcids":["https://orcid.org/0000-0002-2780-5699"]},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I4391768207","display_name":"State Key Laboratory of Solidification Processing","ror":"https://ror.org/024dcqa50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I17145004","https://openalex.org/I4391768207"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen Liu","raw_affiliation_strings":["State Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi\u2019an 710072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004","https://openalex.org/I4391768207"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103875578","display_name":"Jiarun Qin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I4391768207","display_name":"State Key Laboratory of Solidification Processing","ror":"https://ror.org/024dcqa50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I17145004","https://openalex.org/I4391768207"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiarun Qin","raw_affiliation_strings":["State Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi\u2019an 710072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004","https://openalex.org/I4391768207"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020220195","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0003-3232-5195","observed_orcids":["https://orcid.org/0000-0003-3232-5195"]},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I4391768207","display_name":"State Key Laboratory of Solidification Processing","ror":"https://ror.org/024dcqa50","country_code":"CN","type":"facility","lineage":["https://openalex.org/I17145004","https://openalex.org/I4391768207"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["State Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi\u2019an 710072, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Solidification Processing, Northwestern Polytechnical University, Xi\u2019an 710072, China","institution_ids":["https://openalex.org/I17145004","https://openalex.org/I4391768207"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020220195","https://openalex.org/A5034917397"],"corresponding_institution_ids":["https://openalex.org/I17145004","https://openalex.org/I4391768207"],"apc_list":{"value":1600,"currency":"GBP","value_usd":1962},"apc_paid":{"value":1600,"currency":"GBP","value_usd":1962},"fwci":1.2729,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.73876264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"5","issue":"14","first_page":"5772","last_page":"5780"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11143","display_name":"High Entropy Alloys Studies","score":0.7631999850273132,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11143","display_name":"High Entropy Alloys Studies","score":0.7631999850273132,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.23440000414848328,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.0005000000237487257,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/l12-phase","display_name":"L12 phase","score":0.621999979019165},{"id":"https://openalex.org/keywords/high-entropy-alloys","display_name":"high-entropy alloys","score":0.8820000290870667},{"id":"https://openalex.org/keywords/single-crystal-alloys","display_name":"single crystal alloys","score":0.9860000014305115},{"id":"https://openalex.org/keywords/alloy-design","display_name":"alloy design","score":0.7269999980926514},{"id":"https://openalex.org/keywords/machine-learning-predictive-models","display_name":"machine learning predictive models","score":0.7269999980926514},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"multi-objective optimization","score":0.9940000176429749},{"id":"https://openalex.org/keywords/property-prediction","display_name":"property prediction","score":0.35199999809265137}],"concepts":[{"id":"https://openalex.org/C2780026712","wikidata":"https://www.wikidata.org/wiki/Q37756","display_name":"Alloy","level":2,"score":0.5637056231498718},{"id":"https://openalex.org/C2780299837","wikidata":"https://www.wikidata.org/wiki/Q18405127","display_name":"High entropy alloys","level":3,"score":0.5080320835113525},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.4788934290409088},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.47867661714553833},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47494152188301086},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46793457865715027},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.426988810300827},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.40077799558639526},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3035475015640259},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20716819167137146},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.14390265941619873},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.10382944345474243},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09801676869392395}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1039/d4ma00189c","doi":"https://doi.org/10.1039/d4ma00189c","is_oa":true,"landing_page_url":"https://doi.org/10.1039/d4ma00189c","pdf_url":"https://pubs.rsc.org/en/content/articlepdf/2024/ma/d4ma00189c","source":{"id":"https://openalex.org/S4210182508","display_name":"Materials Advances","issn_l":"2633-5409","issn":["2633-5409"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320556","host_organization_name":"Royal Society of Chemistry","host_organization_lineage":["https://openalex.org/P4310320556"],"host_organization_lineage_names":["Royal Society of Chemistry"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Materials Advances","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1039/d4ma00189c","doi":"https://doi.org/10.1039/d4ma00189c","is_oa":true,"landing_page_url":"https://doi.org/10.1039/d4ma00189c","pdf_url":"https://pubs.rsc.org/en/content/articlepdf/2024/ma/d4ma00189c","source":{"id":"https://openalex.org/S4210182508","display_name":"Materials Advances","issn_l":"2633-5409","issn":["2633-5409"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj","dongbi-c","jufo-1","norway-1","oarl","poland-20","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320556","host_organization_name":"Royal Society of Chemistry","host_organization_lineage":["https://openalex.org/P4310320556"],"host_organization_lineage_names":["Royal Society of Chemistry"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Materials Advances","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G4015088088","display_name":null,"funder_award_id":"52031012","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4520044325","display_name":null,"funder_award_id":"2021-QZ-03","funder_id":"https://openalex.org/F4320335690","funder_display_name":"State Key Laboratory of Solidification Processing"},{"id":"https://openalex.org/G5738459907","display_name":null,"funder_award_id":"2023-YBGY-432","funder_id":"https://openalex.org/F4320336350","funder_display_name":"Key Research and Development Projects of Shaanxi Province"},{"id":"https://openalex.org/G5929319156","display_name":null,"funder_award_id":"52071263","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8645581236","display_name":null,"funder_award_id":"52322410","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/F4320335690","display_name":"State Key Laboratory of Solidification Processing","ror":"https://ror.org/024dcqa50"},{"id":"https://openalex.org/F4320336350","display_name":"Key Research and Development Projects of Shaanxi Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399543727.pdf","grobid_xml":"https://content.openalex.org/works/W4399543727.grobid-xml"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W588336860","https://openalex.org/W827703054","https://openalex.org/W1535069602","https://openalex.org/W1886626438","https://openalex.org/W1970506761","https://openalex.org/W2000113064","https://openalex.org/W2032636634","https://openalex.org/W2057292654","https://openalex.org/W2058085399","https://openalex.org/W2058276492","https://openalex.org/W2063918987","https://openalex.org/W2075135734","https://openalex.org/W2079275941","https://openalex.org/W2084883724","https://openalex.org/W2085770143","https://openalex.org/W2101340359","https://openalex.org/W2170440811","https://openalex.org/W2201563651","https://openalex.org/W2465176794","https://openalex.org/W2511096046","https://openalex.org/W2521591843","https://openalex.org/W2593615840","https://openalex.org/W2734956595","https://openalex.org/W2758997723","https://openalex.org/W2809070085","https://openalex.org/W2810783570","https://openalex.org/W2897454000","https://openalex.org/W2921873493","https://openalex.org/W2922127369","https://openalex.org/W2960896292","https://openalex.org/W2964728723","https://openalex.org/W2984275969","https://openalex.org/W2992115806","https://openalex.org/W3005717363","https://openalex.org/W3010831381","https://openalex.org/W3011371454","https://openalex.org/W3027419593","https://openalex.org/W3047910901","https://openalex.org/W3048104887","https://openalex.org/W3211602414","https://openalex.org/W4206311484","https://openalex.org/W4220682829","https://openalex.org/W4285014871","https://openalex.org/W4296126761","https://openalex.org/W4318676965","https://openalex.org/W4323362995"],"related_works":["https://openalex.org/W2921873493","https://openalex.org/W3201656425","https://openalex.org/W3205151661","https://openalex.org/W4400191582","https://openalex.org/W4412449109","https://openalex.org/W4393346045","https://openalex.org/W4312902582","https://openalex.org/W4296662989","https://openalex.org/W4405694942","https://openalex.org/W7077512121"],"abstract_inverted_index":{"A":[0],"predictive":[1],"model":[2],"combining":[3],"machine":[4],"learning":[5],"and":[6],"multi-objective":[7],"optimization":[8],"developed":[9],"to":[10],"optimize":[11],"multiple":[12],"properties":[13],"simultaneously.":[14]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":3}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2024-06-12T00:00:00"}