{"id":"https://openalex.org/W4391925513","doi":"https://doi.org/10.1038/s43588-024-00593-9","title":"Automated discovery of algorithms from data","display_name":"Automated discovery of algorithms from data","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4391925513","doi":"https://doi.org/10.1038/s43588-024-00593-9","pmid":"https://pubmed.ncbi.nlm.nih.gov/38374361"},"language":"en","primary_location":{"id":"doi:10.1038/s43588-024-00593-9","doi":"https://doi.org/10.1038/s43588-024-00593-9","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s43588-024-00593-9","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,"listed_in":["cwts-core","dongbi-a","doyens","jufo-1","ki-jl-2","medline","norway-1","poland-20","russia-white-list-2"],"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"},"volume":null,"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":null,"display_name":"Paul J. Blazek","orcid":"https://orcid.org/0000-0001-5962-6444","observed_orcids":["https://orcid.org/0000-0001-5962-6444"]},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul J. Blazek","raw_affiliation_strings":["Department of Bioinformatics, University of Texas Southwestern Medical Center, Dallas, TX, USA","Department of Biophysics, University of Texas Southwestern Medical Center, Dallas, TX, USA","Green Center for Systems Biology, University of Texas Southwestern Medical Center, Dallas, TX, USA"],"raw_orcid":"https://orcid.org/0000-0001-5962-6444","affiliations":[{"raw_affiliation_string":"Department of Bioinformatics, University of Texas Southwestern Medical Center, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]},{"raw_affiliation_string":"Department of Biophysics, University of Texas Southwestern Medical Center, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]},{"raw_affiliation_string":"Green Center for Systems Biology, University of Texas Southwestern Medical Center, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kesavan Venkatesh","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kesavan Venkatesh","raw_affiliation_strings":["Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA","Green Center for Systems Biology, University of Texas Southwestern Medical Center, Dallas, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Johns Hopkins University, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948"]},{"raw_affiliation_string":"Green Center for Systems Biology, University of Texas Southwestern Medical Center, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034213458","display_name":"Milo M. Lin","orcid":"https://orcid.org/0000-0001-8680-2685","observed_orcids":["https://orcid.org/0000-0001-8680-2685"]},"institutions":[{"id":"https://openalex.org/I867280407","display_name":"The University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I867280407"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Milo M. Lin","raw_affiliation_strings":["Center for Alzheimer's and Neurodegenerative Diseases, University of Texas Southwestern Medical Center, Dallas, TX, USA. milo.lin@utsouthwestern.edu","Department of Bioinformatics, University of Texas Southwestern Medical Center, Dallas, TX, USA. milo.lin@utsouthwestern.edu","Department of Biophysics, University of Texas Southwestern Medical Center, Dallas, TX, USA. milo.lin@utsouthwestern.edu","Green Center for Systems Biology, University of Texas Southwestern Medical Center, Dallas, TX, USA. milo.lin@utsouthwestern.edu","Green Center for Systems Biology, University of Texas Southwestern Medical Center, Dallas, TX, USA"],"raw_orcid":"https://orcid.org/0000-0001-8680-2685","affiliations":[{"raw_affiliation_string":"Center for Alzheimer's and Neurodegenerative Diseases, University of Texas Southwestern Medical Center, Dallas, TX, USA. milo.lin@utsouthwestern.edu","institution_ids":["https://openalex.org/I867280407"]},{"raw_affiliation_string":"Department of Bioinformatics, University of Texas Southwestern Medical Center, Dallas, TX, USA. milo.lin@utsouthwestern.edu","institution_ids":["https://openalex.org/I867280407"]},{"raw_affiliation_string":"Department of Biophysics, University of Texas Southwestern Medical Center, Dallas, TX, USA. milo.lin@utsouthwestern.edu","institution_ids":["https://openalex.org/I867280407"]},{"raw_affiliation_string":"Green Center for Systems Biology, University of Texas Southwestern Medical Center, Dallas, TX, USA. milo.lin@utsouthwestern.edu","institution_ids":["https://openalex.org/I867280407"]},{"raw_affiliation_string":"Green Center for Systems Biology, University of Texas Southwestern Medical Center, Dallas, TX, USA","institution_ids":["https://openalex.org/I867280407"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5034213458"],"corresponding_institution_ids":["https://openalex.org/I867280407"],"apc_list":{"value":12290,"currency":"USD","value_usd":12290},"apc_paid":null,"fwci":1.3226,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.80350076,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"4","issue":"2","first_page":"110","last_page":"118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.7172999978065491,"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"}},"topics":[{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.7172999978065491,"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/T12026","display_name":"Explainable Artificial Intelligence (XAI)","score":0.08669999986886978,"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/T10320","display_name":"Neural Networks and Applications","score":0.032600000500679016,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/explainable-neural-networks","display_name":"explainable neural networks","score":0.796999990940094},{"id":"https://openalex.org/keywords/systematic-generalization","display_name":"systematic generalization","score":0.6069999933242798},{"id":"https://openalex.org/keywords/out-of-distribution-generalization","display_name":"out-of-distribution generalization","score":0.8870000243186951},{"id":"https://openalex.org/keywords/visual-task","display_name":"visual task","score":0.41600000858306885}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7938387393951416},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6988407373428345},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.6751989126205444},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6602307558059692},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5747866034507751},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5302514433860779},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.42148369550704956},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.4164677560329437},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.41150668263435364},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34599512815475464},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3427579998970032},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.18756932020187378},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1070379912853241},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1038/s43588-024-00593-9","doi":"https://doi.org/10.1038/s43588-024-00593-9","is_oa":false,"landing_page_url":"https://doi.org/10.1038/s43588-024-00593-9","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,"listed_in":["cwts-core","dongbi-a","doyens","jufo-1","ki-jl-2","medline","norway-1","poland-20","russia-white-list-2"],"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:38374361","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38374361","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,"listed_in":[],"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":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310169","display_name":"University of Texas Southwestern Medical Center","ror":"https://ror.org/05byvp690"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1484196467","https://openalex.org/W1490687823","https://openalex.org/W1995341919","https://openalex.org/W2018094844","https://openalex.org/W2029895480","https://openalex.org/W2036424138","https://openalex.org/W2060610732","https://openalex.org/W2118373646","https://openalex.org/W2132525863","https://openalex.org/W2160580192","https://openalex.org/W2170257345","https://openalex.org/W2401610261","https://openalex.org/W2627898316","https://openalex.org/W2954503794","https://openalex.org/W2981731882","https://openalex.org/W3147377228","https://openalex.org/W3195140297","https://openalex.org/W3199173685","https://openalex.org/W4226287673","https://openalex.org/W4229376579","https://openalex.org/W4243099941","https://openalex.org/W4302010773","https://openalex.org/W4387949708","https://openalex.org/W4389727268","https://openalex.org/W6964079574","https://openalex.org/W7119001154","https://openalex.org/W7133208738"],"related_works":["https://openalex.org/W3214561746","https://openalex.org/W4391925561","https://openalex.org/W4404928080","https://openalex.org/W4415431185","https://openalex.org/W4380887796","https://openalex.org/W3010604601","https://openalex.org/W3174794175","https://openalex.org/W2751110290","https://openalex.org/W3158330599","https://openalex.org/W6947527005"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2024-02-20T00:00:00"}
