{"id":"https://openalex.org/W3033854421","doi":"https://doi.org/10.1137/20m1355896","title":"The Why, How, and When of Representations for Complex Systems","display_name":"The Why, How, and When of Representations for Complex Systems","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3033854421","doi":"https://doi.org/10.1137/20m1355896","mag":"3033854421"},"language":"en","primary_location":{"id":"doi:10.1137/20m1355896","is_oa":true,"landing_page_url":"https://doi.org/10.1137/20m1355896","pdf_url":"https://epubs.siam.org/doi/pdf/10.1137/20M1355896","source":{"id":"https://openalex.org/S160107561","display_name":"SIAM Review","issn_l":"0036-1445","issn":["0036-1445","1095-7200"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Review","raw_type":"journal-article"},"type":"preprint","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://epubs.siam.org/doi/pdf/10.1137/20M1355896","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041824944","display_name":"Leo Torres","orcid":"https://orcid.org/0000-0002-2675-2775"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Leo Torres","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038607906","display_name":"Ann S. Blevins","orcid":null},"institutions":[{"id":"https://openalex.org/I36788626","display_name":"California University of Pennsylvania","ror":"https://ror.org/01spssf70","country_code":"US","type":"education","lineage":["https://openalex.org/I36788626"]},{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ann S. Blevins","raw_affiliation_strings":["#N#               * University of Pennsylvania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"#N#               * University of Pennsylvania","institution_ids":["https://openalex.org/I36788626","https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009266404","display_name":"Danielle S. Bassett","orcid":"https://orcid.org/0000-0002-6183-4493"},"institutions":[{"id":"https://openalex.org/I36788626","display_name":"California University of Pennsylvania","ror":"https://ror.org/01spssf70","country_code":"US","type":"education","lineage":["https://openalex.org/I36788626"]},{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danielle Bassett","raw_affiliation_strings":["#N#               * University of Pennsylvania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"#N#               * University of Pennsylvania","institution_ids":["https://openalex.org/I36788626","https://openalex.org/I79576946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080731595","display_name":"Tina Eliassi\u2010Rad","orcid":"https://orcid.org/0000-0002-1892-1188"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tina Eliassi-Rad","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.7684,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.9411103,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"63","issue":"3","first_page":"435","last_page":"485"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9929999709129333,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9848999977111816,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12536","display_name":"Topological and Geometric Data Analysis","score":0.9807999730110168,"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/rotation-formalisms-in-three-dimensions","display_name":"Rotation formalisms in three dimensions","score":0.7842469215393066},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7334437966346741},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6677003502845764},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.5976294279098511},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5783177018165588},{"id":"https://openalex.org/keywords/vocabulary","display_name":"Vocabulary","score":0.5642089247703552},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.5450712442398071},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.5094843506813049},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5038790106773376},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4942193329334259},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.48917821049690247},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4740692675113678},{"id":"https://openalex.org/keywords/complex-system","display_name":"Complex system","score":0.4286976754665375},{"id":"https://openalex.org/keywords/cognitive-science","display_name":"Cognitive science","score":0.3226752281188965},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29546529054641724},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.23711398243904114},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13813909888267517},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.1370534896850586},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.10003113746643066}],"concepts":[{"id":"https://openalex.org/C171018156","wikidata":"https://www.wikidata.org/wiki/Q7370306","display_name":"Rotation formalisms in three dimensions","level":2,"score":0.7842469215393066},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7334437966346741},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6677003502845764},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.5976294279098511},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5783177018165588},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.5642089247703552},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.5450712442398071},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.5094843506813049},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5038790106773376},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4942193329334259},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.48917821049690247},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4740692675113678},{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.4286976754665375},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.3226752281188965},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29546529054641724},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.23711398243904114},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13813909888267517},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.1370534896850586},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.10003113746643066},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1137/20m1355896","is_oa":true,"landing_page_url":"https://doi.org/10.1137/20m1355896","pdf_url":"https://epubs.siam.org/doi/pdf/10.1137/20M1355896","source":{"id":"https://openalex.org/S160107561","display_name":"SIAM Review","issn_l":"0036-1445","issn":["0036-1445","1095-7200"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Review","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2006.02870","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2006.02870","pdf_url":"https://arxiv.org/pdf/2006.02870","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"mag:3033854421","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2006.02870","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"doi:10.48550/arxiv.2006.02870","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2006.02870","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1137/20m1355896","is_oa":true,"landing_page_url":"https://doi.org/10.1137/20m1355896","pdf_url":"https://epubs.siam.org/doi/pdf/10.1137/20M1355896","source":{"id":"https://openalex.org/S160107561","display_name":"SIAM Review","issn_l":"0036-1445","issn":["0036-1445","1095-7200"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320508","host_organization_name":"Society for Industrial and Applied Mathematics","host_organization_lineage":["https://openalex.org/P4310320508"],"host_organization_lineage_names":["Society for Industrial and Applied Mathematics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Review","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G2043895709","display_name":null,"funder_award_id":"W911NF-13-2-0045","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"},{"id":"https://openalex.org/G2367407457","display_name":null,"funder_award_id":"PHY-1554488","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G2519463293","display_name":null,"funder_award_id":"Grafton-W911NF-16-1-0474","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G3656566331","display_name":null,"funder_award_id":"Falk-W911NF-18-1-0244","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G4782632579","display_name":null,"funder_award_id":"DCIST-W911NF-17-2-0181","funder_id":"https://openalex.org/F4320338281","funder_display_name":"Army Research Office"},{"id":"https://openalex.org/G6699824052","display_name":null,"funder_award_id":"IIS-1741197","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7601012240","display_name":null,"funder_award_id":"IIS-1926757","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":236,"referenced_works":["https://openalex.org/W3149335","https://openalex.org/W116554594","https://openalex.org/W190656018","https://openalex.org/W193276431","https://openalex.org/W203152499","https://openalex.org/W1485881041","https://openalex.org/W1566700762","https://openalex.org/W1594515725","https://openalex.org/W1597001818","https://openalex.org/W1658877244","https://openalex.org/W1874858905","https://openalex.org/W1882303714","https://openalex.org/W1915374658","https://openalex.org/W1966828612","https://openalex.org/W1971937094","https://openalex.org/W1976937534","https://openalex.org/W1979426401","https://openalex.org/W1979671873","https://openalex.org/W1987924998","https://openalex.org/W1989470408","https://openalex.org/W1991566301","https://openalex.org/W1998071216","https://openalex.org/W1998416758","https://openalex.org/W1999653836","https://openalex.org/W2001348829","https://openalex.org/W2002532150","https://openalex.org/W2005641459","https://openalex.org/W2008620264","https://openalex.org/W2012022456","https://openalex.org/W2012549825","https://openalex.org/W2014668064","https://openalex.org/W2017360110","https://openalex.org/W2024514015","https://openalex.org/W2025844353","https://openalex.org/W2029173860","https://openalex.org/W2034513530","https://openalex.org/W2039370602","https://openalex.org/W2043890595","https://openalex.org/W2044881936","https://openalex.org/W2046271059","https://openalex.org/W2049462780","https://openalex.org/W2050017155","https://openalex.org/W2051510684","https://openalex.org/W2055007072","https://openalex.org/W2056875635","https://openalex.org/W2058221907","https://openalex.org/W2058727463","https://openalex.org/W2060525409","https://openalex.org/W2061425021","https://openalex.org/W2066580006","https://openalex.org/W2067703482","https://openalex.org/W2068883935","https://openalex.org/W2069977841","https://openalex.org/W2071391326","https://openalex.org/W2072688741","https://openalex.org/W2073802626","https://openalex.org/W2074617510","https://openalex.org/W2075557508","https://openalex.org/W2076729471","https://openalex.org/W2078844161","https://openalex.org/W2078894097","https://openalex.org/W2078945336","https://openalex.org/W2083786039","https://openalex.org/W2086549489","https://openalex.org/W2089903103","https://openalex.org/W2092131848","https://openalex.org/W2093882311","https://openalex.org/W2094097101","https://openalex.org/W2095179508","https://openalex.org/W2095491050","https://openalex.org/W2096736341","https://openalex.org/W2097040817","https://openalex.org/W2098005762","https://openalex.org/W2099465363","https://openalex.org/W2104085672","https://openalex.org/W2104317982","https://openalex.org/W2104339857","https://openalex.org/W2105282749","https://openalex.org/W2106281763","https://openalex.org/W2107087586","https://openalex.org/W2109691503","https://openalex.org/W2111388357","https://openalex.org/W2111642621","https://openalex.org/W2112090702","https://openalex.org/W2112494680","https://openalex.org/W2112660220","https://openalex.org/W2112745879","https://openalex.org/W2113146118","https://openalex.org/W2120526231","https://openalex.org/W2120901716","https://openalex.org/W2129226383","https://openalex.org/W2133006601","https://openalex.org/W2133072591","https://openalex.org/W2143389120","https://openalex.org/W2143485157","https://openalex.org/W2143502460","https://openalex.org/W2143693270","https://openalex.org/W2144044408","https://openalex.org/W2144321909","https://openalex.org/W2146570277","https://openalex.org/W2148331931","https://openalex.org/W2153154621","https://openalex.org/W2154477220","https://openalex.org/W2155254562","https://openalex.org/W2156716434","https://openalex.org/W2157547297","https://openalex.org/W2158235689","https://openalex.org/W2158850553","https://openalex.org/W2163129448","https://openalex.org/W2164485997","https://openalex.org/W2164928285","https://openalex.org/W2167822639","https://openalex.org/W2170328207","https://openalex.org/W2170508806","https://openalex.org/W2216562547","https://openalex.org/W2247894828","https://openalex.org/W2260609473","https://openalex.org/W2294857104","https://openalex.org/W2296573431","https://openalex.org/W2314043858","https://openalex.org/W2316049684","https://openalex.org/W2319717399","https://openalex.org/W2339241001","https://openalex.org/W2340365916","https://openalex.org/W2342114889","https://openalex.org/W2407460044","https://openalex.org/W2411622228","https://openalex.org/W2443379668","https://openalex.org/W2470861207","https://openalex.org/W2472671480","https://openalex.org/W2490286622","https://openalex.org/W2494561434","https://openalex.org/W2511999769","https://openalex.org/W2520835145","https://openalex.org/W2522353840","https://openalex.org/W2524896840","https://openalex.org/W2548216116","https://openalex.org/W2549707013","https://openalex.org/W2551010096","https://openalex.org/W2564435968","https://openalex.org/W2585057539","https://openalex.org/W2605568719","https://openalex.org/W2622487651","https://openalex.org/W2626759838","https://openalex.org/W2677096981","https://openalex.org/W2679482918","https://openalex.org/W2733223237","https://openalex.org/W2737281289","https://openalex.org/W2750697328","https://openalex.org/W2767674461","https://openalex.org/W2770667202","https://openalex.org/W2774133398","https://openalex.org/W2783761400","https://openalex.org/W2783906594","https://openalex.org/W2787824004","https://openalex.org/W2787887656","https://openalex.org/W2795723626","https://openalex.org/W2802866087","https://openalex.org/W2803544880","https://openalex.org/W2806047968","https://openalex.org/W2807879848","https://openalex.org/W2809425754","https://openalex.org/W2882972129","https://openalex.org/W2884543864","https://openalex.org/W2885628225","https://openalex.org/W2886105060","https://openalex.org/W2888799175","https://openalex.org/W2890000491","https://openalex.org/W2891059565","https://openalex.org/W2896253905","https://openalex.org/W2897012317","https://openalex.org/W2898378706","https://openalex.org/W2903258938","https://openalex.org/W2911716258","https://openalex.org/W2914509669","https://openalex.org/W2920611415","https://openalex.org/W2924173387","https://openalex.org/W2949081785","https://openalex.org/W2949367643","https://openalex.org/W2962849396","https://openalex.org/W2962881498","https://openalex.org/W2962889931","https://openalex.org/W2963014315","https://openalex.org/W2963175648","https://openalex.org/W2963188634","https://openalex.org/W2963268312","https://openalex.org/W2963411442","https://openalex.org/W2963420954","https://openalex.org/W2963499979","https://openalex.org/W2963731896","https://openalex.org/W2964054977","https://openalex.org/W2965889227","https://openalex.org/W2967964179","https://openalex.org/W2969527505","https://openalex.org/W2970408137","https://openalex.org/W2976701207","https://openalex.org/W2977426966","https://openalex.org/W2981940387","https://openalex.org/W2985923507","https://openalex.org/W2994760166","https://openalex.org/W2994982349","https://openalex.org/W2995485742","https://openalex.org/W2998542624","https://openalex.org/W3000121721","https://openalex.org/W3013843370","https://openalex.org/W3015024278","https://openalex.org/W3024772221","https://openalex.org/W3026200696","https://openalex.org/W3030021891","https://openalex.org/W3033513666","https://openalex.org/W3035258118","https://openalex.org/W3037085755","https://openalex.org/W3037819556","https://openalex.org/W3037826211","https://openalex.org/W3081403013","https://openalex.org/W3098144747","https://openalex.org/W3098425528","https://openalex.org/W3098455240","https://openalex.org/W3099023332","https://openalex.org/W3099560575","https://openalex.org/W3099771423","https://openalex.org/W3101805821","https://openalex.org/W3103423414","https://openalex.org/W3104281729","https://openalex.org/W3104997105","https://openalex.org/W3105304059","https://openalex.org/W3105560370","https://openalex.org/W3105727584","https://openalex.org/W3106028942","https://openalex.org/W3106488715","https://openalex.org/W3121431518","https://openalex.org/W3124443731","https://openalex.org/W3164135786","https://openalex.org/W3209870949","https://openalex.org/W4211091012","https://openalex.org/W4233957217"],"related_works":["https://openalex.org/W3035258118","https://openalex.org/W3103423414","https://openalex.org/W2924173387","https://openalex.org/W2260609473","https://openalex.org/W2994982349","https://openalex.org/W2070722739","https://openalex.org/W2787887656","https://openalex.org/W2949134969","https://openalex.org/W2501333583","https://openalex.org/W2065972429","https://openalex.org/W2509758347","https://openalex.org/W1874620643","https://openalex.org/W2949730370","https://openalex.org/W86244390","https://openalex.org/W2160224720","https://openalex.org/W1521511423","https://openalex.org/W2069436007","https://openalex.org/W2912007050","https://openalex.org/W286987086","https://openalex.org/W2997168091"],"abstract_inverted_index":{"Complex":[0],"systems,":[1],"composed":[2],"at":[3],"the":[4,39,54,97,104,119,148,153,168,171,187,192,195,214,218,221,225,231],"most":[5],"basic":[6],"level":[7],"of":[8,19,31,41,56,96,142,147,155,161,170,173,189,194,227],"units":[9,162],"and":[10,26,53,58,108,126,128,182,207,224],"their":[11],"interactions,":[12],"describe":[13,151],"phenomena":[14],"in":[15,35,67,79,163],"a":[16,62,84,159,164],"wide":[17,29],"variety":[18,30],"domains,":[20],"from":[21],"neuroscience":[22],"to":[23,65,81,92],"computer":[24],"science":[25],"economics.":[27],"The":[28],"applications":[32],"has":[33],"resulted":[34],"two":[36,201],"key":[37],"challenges:":[38],"generation":[40],"many":[42],"domain-specific":[43],"strategies":[44],"for":[45,117,132,242,244,255],"complex":[46,68,98,246],"systems":[47,69,99,247],"analyses":[48],"that":[49,150,211],"are":[50,145],"seldom":[51],"revisited,":[52],"compartmentalization":[55],"representation":[57,229],"analysis":[59,100,196],"ideas":[60],"within":[61],"domain":[63],"due":[64],"inconsistency":[66],"language.":[70],"In":[71],"this":[72,90,235],"work":[73,236],"we":[74,138],"propose":[75],"basic,":[76],"domain-agnostic":[77],"language":[78,91],"order":[80],"advance":[82],"toward":[83],"more":[85],"cohesive":[86],"vocabulary.":[87],"We":[88,176,198,233],"use":[89],"evaluate":[93],"each":[94,133,136],"step":[95,137],"pipeline,":[101],"beginning":[102],"with":[103,200],"system":[105,149,165,215],"under":[106,216],"study":[107],"data":[109,121,206,210],"collected,":[110],"then":[111],"moving":[112],"through":[113],"different":[114,140],"mathematical":[115,228],"frameworks":[116],"encoding":[118],"observed":[120],"(i.e.,":[122],"graphs,":[123],"simplicial":[124],"complexes,":[125],"hypergraphs),":[127],"relevant":[129],"computational":[130],"methods":[131],"framework.":[134],"At":[135],"consider":[139],"types":[141],"dependencies;":[143],"these":[144],"properties":[146],"how":[152,178,183,213],"existence":[154,172],"an":[156,240,252],"interaction":[157],"among":[158],"set":[160],"may":[166,180,185],"affect":[167],"possibility":[169],"another":[174],"relation.":[175],"discuss":[177],"dependencies":[179,219],"arise":[181],"they":[184],"alter":[186],"interpretation":[188],"results":[190],"or":[191],"entirety":[193],"pipeline.":[197],"close":[199],"real-world":[202],"examples":[203],"using":[204],"coauthorship":[205],"email":[208],"communications":[209],"illustrate":[212],"study,":[217],"therein,":[220],"research":[222],"question,":[223],"choice":[226],"influence":[230],"results.":[232],"hope":[234],"can":[237],"serve":[238],"as":[239,249,251],"opportunity":[241],"reflection":[243],"experienced":[245],"scientists,":[248],"well":[250],"introductory":[253],"resource":[254],"new":[256],"researchers.":[257]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":16},{"year":2020,"cited_by_count":6}],"updated_date":"2026-07-01T08:55:40.977307","created_date":"2025-10-10T00:00:00"}