{"id":"https://openalex.org/W2999645992","doi":"https://doi.org/10.1021/acs.jcim.9b00995","title":"Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks","display_name":"Inorganic Materials Synthesis Planning with Literature-Trained Neural Networks","publication_year":2020,"publication_date":"2020-01-07","ids":{"openalex":"https://openalex.org/W2999645992","doi":"https://doi.org/10.1021/acs.jcim.9b00995","mag":"2999645992","pmid":"https://pubmed.ncbi.nlm.nih.gov/31909619"},"language":"en","primary_location":{"id":"doi:10.1021/acs.jcim.9b00995","is_oa":false,"landing_page_url":"https://doi.org/10.1021/acs.jcim.9b00995","pdf_url":null,"source":{"id":"https://openalex.org/S167262187","display_name":"Journal of Chemical Information and Modeling","issn_l":"1549-9596","issn":["1549-9596","1549-960X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Information and Modeling","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/A5100728163","display_name":"Edward Kim","orcid":"https://orcid.org/0000-0002-0781-5531"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Edward Kim","raw_affiliation_strings":["Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States"],"raw_orcid":"https://orcid.org/0000-0002-0781-5531","affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034978410","display_name":"Zach Jensen","orcid":"https://orcid.org/0000-0001-7635-5711"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zach Jensen","raw_affiliation_strings":["Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States"],"raw_orcid":"https://orcid.org/0000-0001-7635-5711","affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091376133","display_name":"Alexander van Grootel","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander van Grootel","raw_affiliation_strings":["Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062032121","display_name":"Kevin Huang","orcid":"https://orcid.org/0000-0002-0300-9911"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin Huang","raw_affiliation_strings":["Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029699461","display_name":"Matthew Staib","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Staib","raw_affiliation_strings":["Department of EECS and CSAIL, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of EECS and CSAIL, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078949160","display_name":"Sheshera Mysore","orcid":"https://orcid.org/0000-0001-6453-3242"},"institutions":[{"id":"https://openalex.org/I177605424","display_name":"Amherst College","ror":"https://ror.org/028vqfs63","country_code":"US","type":"education","lineage":["https://openalex.org/I177605424"]},{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheshera Mysore","raw_affiliation_strings":["College of Information and Computer Sciences, University of Massachusetts Amherst, Amherst, Massachusetts 01003, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Computer Sciences, University of Massachusetts Amherst, Amherst, Massachusetts 01003, United States","institution_ids":["https://openalex.org/I177605424","https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080115221","display_name":"Haw-Shiuan Chang","orcid":"https://orcid.org/0000-0003-4607-936X"},"institutions":[{"id":"https://openalex.org/I177605424","display_name":"Amherst College","ror":"https://ror.org/028vqfs63","country_code":"US","type":"education","lineage":["https://openalex.org/I177605424"]},{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Haw-Shiuan Chang","raw_affiliation_strings":["College of Information and Computer Sciences, University of Massachusetts Amherst, Amherst, Massachusetts 01003, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Computer Sciences, University of Massachusetts Amherst, Amherst, Massachusetts 01003, United States","institution_ids":["https://openalex.org/I177605424","https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051203366","display_name":"Emma Strubell","orcid":"https://orcid.org/0000-0003-2798-0726"},"institutions":[{"id":"https://openalex.org/I177605424","display_name":"Amherst College","ror":"https://ror.org/028vqfs63","country_code":"US","type":"education","lineage":["https://openalex.org/I177605424"]},{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Emma Strubell","raw_affiliation_strings":["College of Information and Computer Sciences, University of Massachusetts Amherst, Amherst, Massachusetts 01003, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Computer Sciences, University of Massachusetts Amherst, Amherst, Massachusetts 01003, United States","institution_ids":["https://openalex.org/I177605424","https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008354502","display_name":"Andrew McCallum","orcid":"https://orcid.org/0000-0003-2843-6992"},"institutions":[{"id":"https://openalex.org/I177605424","display_name":"Amherst College","ror":"https://ror.org/028vqfs63","country_code":"US","type":"education","lineage":["https://openalex.org/I177605424"]},{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew McCallum","raw_affiliation_strings":["College of Information and Computer Sciences, University of Massachusetts Amherst, Amherst, Massachusetts 01003, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Computer Sciences, University of Massachusetts Amherst, Amherst, Massachusetts 01003, United States","institution_ids":["https://openalex.org/I177605424","https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085699861","display_name":"Stefanie Jegelka","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stefanie Jegelka","raw_affiliation_strings":["Department of EECS and CSAIL, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of EECS and CSAIL, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073567771","display_name":"Elsa Olivetti","orcid":"https://orcid.org/0000-0002-8043-2385"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Elsa Olivetti","raw_affiliation_strings":["Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States"],"raw_orcid":"https://orcid.org/0000-0002-8043-2385","affiliations":[{"raw_affiliation_string":"Department of Materials Science and Engineering, Massachusetts Institute of Technology, Cambridge, Massachusetts 02139, United States","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":["https://openalex.org/A5073567771"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":7.4929,"has_fulltext":false,"cited_by_count":146,"citation_normalized_percentile":{"value":0.98323799,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"60","issue":"3","first_page":"1194","last_page":"1201"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9998999834060669,"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":0.9998999834060669,"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/T10028","display_name":"Topic Modeling","score":0.9778000116348267,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12613","display_name":"X-ray Diffraction in Crystallography","score":0.9697999954223633,"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/computer-science","display_name":"Computer science","score":0.7136253714561462},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6711547374725342},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6387646198272705},{"id":"https://openalex.org/keywords/complement","display_name":"Complement (music)","score":0.6269797086715698},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.5734808444976807},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5437113642692566},{"id":"https://openalex.org/keywords/word","display_name":"Word (group theory)","score":0.5157108902931213},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4909830391407013},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.47109255194664},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.4095911383628845},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33520206809043884},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.1467088758945465}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7136253714561462},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6711547374725342},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6387646198272705},{"id":"https://openalex.org/C112313634","wikidata":"https://www.wikidata.org/wiki/Q7886648","display_name":"Complement (music)","level":5,"score":0.6269797086715698},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.5734808444976807},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5437113642692566},{"id":"https://openalex.org/C90805587","wikidata":"https://www.wikidata.org/wiki/Q10944557","display_name":"Word (group theory)","level":2,"score":0.5157108902931213},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4909830391407013},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.47109255194664},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4095911383628845},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33520206809043884},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1467088758945465},{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C188082640","wikidata":"https://www.wikidata.org/wiki/Q1780899","display_name":"Complementation","level":4,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007802","descriptor_name":"Language","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009323","descriptor_name":"Natural Language Processing","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016247","descriptor_name":"Information Storage and Retrieval","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060326","descriptor_name":"Chemistry Techniques, Synthetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060326","descriptor_name":"Chemistry Techniques, Synthetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060326","descriptor_name":"Chemistry Techniques, Synthetic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1021/acs.jcim.9b00995","is_oa":false,"landing_page_url":"https://doi.org/10.1021/acs.jcim.9b00995","pdf_url":null,"source":{"id":"https://openalex.org/S167262187","display_name":"Journal of Chemical Information and Modeling","issn_l":"1549-9596","issn":["1549-9596","1549-960X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Information and Modeling","raw_type":"journal-article"},{"id":"pmid:31909619","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31909619","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":"Journal of chemical information and modeling","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.6000000238418579,"display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1375856269","display_name":null,"funder_award_id":"N00014-16-1-2432","funder_id":"https://openalex.org/F4320338298","funder_display_name":"Office of Naval Research Global"},{"id":"https://openalex.org/G1745519518","display_name":null,"funder_award_id":"1553284","funder_id":"https://openalex.org/F4320332170","funder_display_name":"Directorate for Engineering"},{"id":"https://openalex.org/G7217577392","display_name":null,"funder_award_id":"1534340","funder_id":"https://openalex.org/F4320332170","funder_display_name":"Directorate for Engineering"},{"id":"https://openalex.org/G8111805290","display_name":null,"funder_award_id":"1534341","funder_id":"https://openalex.org/F4320332170","funder_display_name":"Directorate for Engineering"}],"funders":[{"id":"https://openalex.org/F4320332170","display_name":"Directorate for Engineering","ror":"https://ror.org/00b6sbb32"},{"id":"https://openalex.org/F4320337480","display_name":"Basic Energy Sciences","ror":"https://ror.org/05mg91w61"},{"id":"https://openalex.org/F4320338298","display_name":"Office of Naval Research Global","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1513260206","https://openalex.org/W1812560530","https://openalex.org/W1966216358","https://openalex.org/W1976492731","https://openalex.org/W1992985800","https://openalex.org/W2015197254","https://openalex.org/W2072550304","https://openalex.org/W2141842132","https://openalex.org/W2313966941","https://openalex.org/W2347129741","https://openalex.org/W2493916176","https://openalex.org/W2523785361","https://openalex.org/W2529996553","https://openalex.org/W2604697836","https://openalex.org/W2606363443","https://openalex.org/W2734437663","https://openalex.org/W2747592475","https://openalex.org/W2755202310","https://openalex.org/W2765386496","https://openalex.org/W2766362701","https://openalex.org/W2766856748","https://openalex.org/W2770164889","https://openalex.org/W2808135796","https://openalex.org/W2889056773","https://openalex.org/W2893583421","https://openalex.org/W2902914368","https://openalex.org/W2903483166","https://openalex.org/W2953641512","https://openalex.org/W2961421843","https://openalex.org/W2964864162","https://openalex.org/W3098269892","https://openalex.org/W3099917916","https://openalex.org/W3105006288"],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2159052453","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W2145836866","https://openalex.org/W2803255133","https://openalex.org/W2944691285"],"abstract_inverted_index":{"Leveraging":[0],"new":[1],"data":[2,101],"sources":[3],"is":[4,73],"a":[5,62,69,104],"key":[6],"step":[7],"in":[8,21],"accelerating":[9],"the":[10,19,47,86,115,127,131,138],"pace":[11],"of":[12,82,88,119],"materials":[13,81,120],"design":[14],"and":[15,28,125],"discovery.":[16],"To":[17],"complement":[18],"strides":[20],"synthesis":[22,43],"planning":[23],"driven":[24],"by":[25,91],"historical,":[26],"experimental,":[27],"computed":[29],"data,":[30],"we":[31,51,136],"present":[32],"an":[33],"automated,":[34],"unsupervised":[35],"method":[36],"for":[37,78,94,144],"connecting":[38],"scientific":[39],"literature":[40],"to":[41,75,107,122,140],"inorganic":[42,80],"insights.":[44],"Starting":[45],"from":[46,55],"natural":[48],"language":[49,56],"text,":[50],"apply":[52,137],"word":[53],"embeddings":[54],"models,":[57],"which":[58,68],"are":[59],"fed":[60],"into":[61],"named":[63],"entity":[64],"recognition":[65],"model,":[66],"upon":[67],"conditional":[70],"variational":[71],"autoencoder":[72],"trained":[74],"generate":[76],"syntheses":[77],"any":[79],"interest.":[83],"We":[84,112],"show":[85],"potential":[87],"this":[89],"technique":[90],"predicting":[92],"precursors":[93],"two":[95],"perovskite":[96,147],"materials,":[97],"using":[98],"only":[99],"training":[100],"published":[102],"over":[103],"decade":[105],"prior":[106],"their":[108],"first":[109],"reported":[110],"syntheses.":[111],"demonstrate":[113],"that":[114,126],"model":[116,139],"learns":[117],"representations":[118],"corresponding":[121],"synthesis-related":[123],"properties":[124],"model's":[128],"behavior":[129],"complements":[130],"existing":[132],"thermodynamic":[133],"knowledge.":[134],"Finally,":[135],"perform":[141],"synthesizability":[142],"screening":[143],"proposed":[145],"novel":[146],"compounds.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":21},{"year":2024,"cited_by_count":21},{"year":2023,"cited_by_count":27},{"year":2022,"cited_by_count":25},{"year":2021,"cited_by_count":30},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":5}],"updated_date":"2026-05-16T08:24:45.110214","created_date":"2025-10-10T00:00:00"}