{"id":"https://openalex.org/W4362469827","doi":"https://doi.org/10.1038/s43588-023-00412-7","title":"Accelerating the design of compositionally complex materials via physics-informed artificial intelligence","display_name":"Accelerating the design of compositionally complex materials via physics-informed artificial intelligence","publication_year":2023,"publication_date":"2023-03-31","ids":{"openalex":"https://openalex.org/W4362469827","doi":"https://doi.org/10.1038/s43588-023-00412-7","pmid":"https://pubmed.ncbi.nlm.nih.gov/38177883"},"language":"en","primary_location":{"id":"doi:10.1038/s43588-023-00412-7","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s43588-023-00412-7","pdf_url":null,"source":{"id":"https://openalex.org/S4210228084","display_name":"Nature Computational Science","issn_l":"2662-8457","issn":["2662-8457"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Computational Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5041020801","display_name":"Dierk Raabe","orcid":"https://orcid.org/0000-0003-0194-6124"},"institutions":[{"id":"https://openalex.org/I4210106926","display_name":"Max-Planck-Institut f\u00fcr Nachhaltige Materialien","ror":"https://ror.org/01ngpvg12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210106926"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Dierk Raabe","raw_affiliation_strings":["Max-Planck-Institut f\u00fcr Eisenforschung, D\u00fcsseldorf, Germany. d.raabe@mpie.de","Max-Planck-Institut f\u00fcr Eisenforschung, D\u00fcsseldorf, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0194-6124","affiliations":[{"raw_affiliation_string":"Max-Planck-Institut f\u00fcr Eisenforschung, D\u00fcsseldorf, Germany. d.raabe@mpie.de","institution_ids":["https://openalex.org/I4210106926"]},{"raw_affiliation_string":"Max-Planck-Institut f\u00fcr Eisenforschung, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I4210106926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018395605","display_name":"Jaber Rezaei Mianroodi","orcid":"https://orcid.org/0000-0003-4778-3260"},"institutions":[{"id":"https://openalex.org/I4210106926","display_name":"Max-Planck-Institut f\u00fcr Nachhaltige Materialien","ror":"https://ror.org/01ngpvg12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210106926"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jaber Rezaei Mianroodi","raw_affiliation_strings":["Max-Planck-Institut f\u00fcr Eisenforschung, D\u00fcsseldorf, Germany. j.mianroodi@mpie.de","Max-Planck-Institut f\u00fcr Eisenforschung, D\u00fcsseldorf, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Max-Planck-Institut f\u00fcr Eisenforschung, D\u00fcsseldorf, Germany. j.mianroodi@mpie.de","institution_ids":["https://openalex.org/I4210106926"]},{"raw_affiliation_string":"Max-Planck-Institut f\u00fcr Eisenforschung, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I4210106926"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010019307","display_name":"J\u00f6rg Neugebauer","orcid":"https://orcid.org/0000-0002-7903-2472"},"institutions":[{"id":"https://openalex.org/I4210106926","display_name":"Max-Planck-Institut f\u00fcr Nachhaltige Materialien","ror":"https://ror.org/01ngpvg12","country_code":"DE","type":"facility","lineage":["https://openalex.org/I149899117","https://openalex.org/I4210106926"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rg Neugebauer","raw_affiliation_strings":["Max-Planck-Institut f\u00fcr Eisenforschung, D\u00fcsseldorf, Germany. j.neugebauer@mpie.de","Max-Planck-Institut f\u00fcr Eisenforschung, D\u00fcsseldorf, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7903-2472","affiliations":[{"raw_affiliation_string":"Max-Planck-Institut f\u00fcr Eisenforschung, D\u00fcsseldorf, Germany. j.neugebauer@mpie.de","institution_ids":["https://openalex.org/I4210106926"]},{"raw_affiliation_string":"Max-Planck-Institut f\u00fcr Eisenforschung, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I4210106926"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041020801"],"corresponding_institution_ids":["https://openalex.org/I4210106926"],"apc_list":{"value":9750,"currency":"EUR","value_usd":11690},"apc_paid":null,"fwci":8.0468,"has_fulltext":false,"cited_by_count":88,"citation_normalized_percentile":{"value":0.98706665,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"3","issue":"3","first_page":"198","last_page":"209"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9997000098228455,"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":0.9997000098228455,"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/T11825","display_name":"Catalysis and Oxidation Reactions","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/1503","display_name":"Catalysis"},"field":{"id":"https://openalex.org/fields/15","display_name":"Chemical Engineering"},"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":0.9914000034332275,"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/management-science","display_name":"Management science","score":0.3583366274833679},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.3256857991218567},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.32055145502090454},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3058532178401947},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.305325448513031}],"concepts":[{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3583366274833679},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.3256857991218567},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32055145502090454},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3058532178401947},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.305325448513031}],"mesh":[{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010825","descriptor_name":"Physics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010825","descriptor_name":"Physics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1038/s43588-023-00412-7","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s43588-023-00412-7","pdf_url":null,"source":{"id":"https://openalex.org/S4210228084","display_name":"Nature Computational Science","issn_l":"2662-8457","issn":["2662-8457"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319908","host_organization_name":"Nature Portfolio","host_organization_lineage":["https://openalex.org/P4310319908","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Nature Portfolio","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Nature Computational Science","raw_type":"journal-article"},{"id":"pmid:38177883","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38177883","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":"Nature computational science","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322434","display_name":"Max-Planck-Gesellschaft","ror":"https://ror.org/01hhn8329"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":184,"referenced_works":["https://openalex.org/W940985754","https://openalex.org/W1167040955","https://openalex.org/W1847764534","https://openalex.org/W1873463722","https://openalex.org/W1965564250","https://openalex.org/W1966144756","https://openalex.org/W1969053011","https://openalex.org/W1981203544","https://openalex.org/W1983434326","https://openalex.org/W1984966193","https://openalex.org/W1988062304","https://openalex.org/W2003975937","https://openalex.org/W2006569392","https://openalex.org/W2014394988","https://openalex.org/W2018861666","https://openalex.org/W2024947812","https://openalex.org/W2034073956","https://openalex.org/W2043750732","https://openalex.org/W2046660839","https://openalex.org/W2048312527","https://openalex.org/W2057858097","https://openalex.org/W2058024750","https://openalex.org/W2058085399","https://openalex.org/W2066149237","https://openalex.org/W2091678452","https://openalex.org/W2093517290","https://openalex.org/W2095174752","https://openalex.org/W2096553946","https://openalex.org/W2097973750","https://openalex.org/W2108445328","https://openalex.org/W2109721025","https://openalex.org/W2117400254","https://openalex.org/W2123306226","https://openalex.org/W2138990614","https://openalex.org/W2145339207","https://openalex.org/W2150703352","https://openalex.org/W2170495394","https://openalex.org/W2256686092","https://openalex.org/W2271677650","https://openalex.org/W2313310415","https://openalex.org/W2314174578","https://openalex.org/W2408247608","https://openalex.org/W2475228961","https://openalex.org/W2485840353","https://openalex.org/W2508728563","https://openalex.org/W2523785361","https://openalex.org/W2534691303","https://openalex.org/W2549393160","https://openalex.org/W2550141087","https://openalex.org/W2599853299","https://openalex.org/W2607821168","https://openalex.org/W2620687153","https://openalex.org/W2651894342","https://openalex.org/W2733583450","https://openalex.org/W2741604767","https://openalex.org/W2750898705","https://openalex.org/W2751830007","https://openalex.org/W2766362701","https://openalex.org/W2767509850","https://openalex.org/W2795005442","https://openalex.org/W2798224450","https://openalex.org/W2803170602","https://openalex.org/W2806642578","https://openalex.org/W2808135796","https://openalex.org/W2810100016","https://openalex.org/W2810140937","https://openalex.org/W2883326306","https://openalex.org/W2884430236","https://openalex.org/W2886802770","https://openalex.org/W2889873815","https://openalex.org/W2896041006","https://openalex.org/W2896511002","https://openalex.org/W2899283552","https://openalex.org/W2900696558","https://openalex.org/W2901544834","https://openalex.org/W2901546241","https://openalex.org/W2901995873","https://openalex.org/W2902212920","https://openalex.org/W2902929020","https://openalex.org/W2904940915","https://openalex.org/W2905328281","https://openalex.org/W2905677664","https://openalex.org/W2907366958","https://openalex.org/W2921873493","https://openalex.org/W2924281192","https://openalex.org/W2940268752","https://openalex.org/W2942913009","https://openalex.org/W2946680784","https://openalex.org/W2946777373","https://openalex.org/W2948551291","https://openalex.org/W2949534944","https://openalex.org/W2951539866","https://openalex.org/W2963606102","https://openalex.org/W2963737420","https://openalex.org/W2964007563","https://openalex.org/W2964094441","https://openalex.org/W2964327629","https://openalex.org/W2966359989","https://openalex.org/W2968923792","https://openalex.org/W2970765526","https://openalex.org/W2975003945","https://openalex.org/W2982912960","https://openalex.org/W2988055229","https://openalex.org/W2991254583","https://openalex.org/W2992377099","https://openalex.org/W2992394995","https://openalex.org/W2996580859","https://openalex.org/W2998437830","https://openalex.org/W3004310419","https://openalex.org/W3006668250","https://openalex.org/W3008970708","https://openalex.org/W3009334461","https://openalex.org/W3011517420","https://openalex.org/W3013605131","https://openalex.org/W3023402054","https://openalex.org/W3023659252","https://openalex.org/W3031142281","https://openalex.org/W3043174105","https://openalex.org/W3045213745","https://openalex.org/W3046160313","https://openalex.org/W3049023151","https://openalex.org/W3086514248","https://openalex.org/W3089021334","https://openalex.org/W3091055370","https://openalex.org/W3091971557","https://openalex.org/W3093414175","https://openalex.org/W3093884981","https://openalex.org/W3099034701","https://openalex.org/W3099917916","https://openalex.org/W3102845444","https://openalex.org/W3105196237","https://openalex.org/W3105774298","https://openalex.org/W3112653195","https://openalex.org/W3113317199","https://openalex.org/W3115677442","https://openalex.org/W3118598712","https://openalex.org/W3118861991","https://openalex.org/W3118992840","https://openalex.org/W3119464339","https://openalex.org/W3127215704","https://openalex.org/W3131411448","https://openalex.org/W3137392741","https://openalex.org/W3153438989","https://openalex.org/W3154997655","https://openalex.org/W3174458719","https://openalex.org/W3175061452","https://openalex.org/W3175625381","https://openalex.org/W3176930037","https://openalex.org/W3180588647","https://openalex.org/W3190997979","https://openalex.org/W3191042102","https://openalex.org/W3192858120","https://openalex.org/W3201282075","https://openalex.org/W3201666041","https://openalex.org/W3201809956","https://openalex.org/W3212982726","https://openalex.org/W4206678087","https://openalex.org/W4213222004","https://openalex.org/W4220936191","https://openalex.org/W4221154084","https://openalex.org/W4221161478","https://openalex.org/W4224273041","https://openalex.org/W4226404303","https://openalex.org/W4229368245","https://openalex.org/W4280616326","https://openalex.org/W4283801955","https://openalex.org/W4285384919","https://openalex.org/W4285436701","https://openalex.org/W4285792181","https://openalex.org/W4286111628","https://openalex.org/W4287447432","https://openalex.org/W4288039037","https://openalex.org/W4290997217","https://openalex.org/W4292696401","https://openalex.org/W4293767994","https://openalex.org/W4293824234","https://openalex.org/W4302425308","https://openalex.org/W4313494085","https://openalex.org/W6647204475","https://openalex.org/W6747549032","https://openalex.org/W6788060517","https://openalex.org/W6944330032","https://openalex.org/W7007894734","https://openalex.org/W7017870318"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4404995717","https://openalex.org/W2016187641","https://openalex.org/W4404725684","https://openalex.org/W2805339068","https://openalex.org/W4246450666","https://openalex.org/W4388998267","https://openalex.org/W2898370298"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":34},{"year":2024,"cited_by_count":28},{"year":2023,"cited_by_count":13}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}
