{"id":"https://openalex.org/W4402570579","doi":"https://doi.org/10.1109/tcns.2024.3462850","title":"Learning Nonlinear Couplings in Network of Agents From a Single Sample Trajectory","display_name":"Learning Nonlinear Couplings in Network of Agents From a Single Sample Trajectory","publication_year":2024,"publication_date":"2024-09-17","ids":{"openalex":"https://openalex.org/W4402570579","doi":"https://doi.org/10.1109/tcns.2024.3462850"},"language":"en","primary_location":{"id":"doi:10.1109/tcns.2024.3462850","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcns.2024.3462850","pdf_url":null,"source":{"id":"https://openalex.org/S2502544478","display_name":"IEEE Transactions on Control of Network Systems","issn_l":"2325-5870","issn":["2325-5870","2372-2533"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Control of Network Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"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/A5041650263","display_name":"Arash Amini","orcid":"https://orcid.org/0000-0002-3713-8674"},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Arash Amini","raw_affiliation_strings":["Department of Mechanical Engineering and Mechanics, Lehigh University, Bethlehem, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering and Mechanics, Lehigh University, Bethlehem, PA, USA","institution_ids":["https://openalex.org/I186143895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039394045","display_name":"Qiyu Sun","orcid":"https://orcid.org/0000-0002-0341-313X"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qiyu Sun","raw_affiliation_strings":["Department of Mathematics, University of Central Florida, Orlando, FL, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031516064","display_name":"Nader Motee","orcid":"https://orcid.org/0000-0002-0597-3659"},"institutions":[{"id":"https://openalex.org/I186143895","display_name":"Lehigh University","ror":"https://ror.org/012afjb06","country_code":"US","type":"education","lineage":["https://openalex.org/I186143895"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nader Motee","raw_affiliation_strings":["Department of Mechanical Engineering and Mechanics, Lehigh University, Bethlehem, PA, USA"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering and Mechanics, Lehigh University, Bethlehem, PA, USA","institution_ids":["https://openalex.org/I186143895"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5041650263"],"corresponding_institution_ids":["https://openalex.org/I186143895"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13289517,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"1","first_page":"74","last_page":"84"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.977400004863739,"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/T10320","display_name":"Neural Networks and Applications","score":0.977400004863739,"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/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9052000045776367,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.7586923837661743},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.634902834892273},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.5394125580787659},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49508824944496155},{"id":"https://openalex.org/keywords/nonlinear-dynamical-systems","display_name":"Nonlinear dynamical systems","score":0.44553637504577637},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.44405075907707214},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24035438895225525},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2316831350326538},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.22688031196594238}],"concepts":[{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.7586923837661743},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.634902834892273},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.5394125580787659},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49508824944496155},{"id":"https://openalex.org/C2983030100","wikidata":"https://www.wikidata.org/wiki/Q638328","display_name":"Nonlinear dynamical systems","level":3,"score":0.44553637504577637},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.44405075907707214},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24035438895225525},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2316831350326538},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.22688031196594238},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcns.2024.3462850","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcns.2024.3462850","pdf_url":null,"source":{"id":"https://openalex.org/S2502544478","display_name":"IEEE Transactions on Control of Network Systems","issn_l":"2325-5870","issn":["2325-5870","2372-2533"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Control of Network Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G3492737734","display_name":null,"funder_award_id":"N00014-23-1-2779","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"}],"funders":[{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1484033701","https://openalex.org/W1574092249","https://openalex.org/W1994139361","https://openalex.org/W1995713768","https://openalex.org/W2002632395","https://openalex.org/W2015410655","https://openalex.org/W2032575170","https://openalex.org/W2047278710","https://openalex.org/W2066357294","https://openalex.org/W2103714988","https://openalex.org/W2110144538","https://openalex.org/W2160639001","https://openalex.org/W2232389929","https://openalex.org/W2239232218","https://openalex.org/W2521454744","https://openalex.org/W2905558281","https://openalex.org/W2963941258","https://openalex.org/W2973076431","https://openalex.org/W3177440936","https://openalex.org/W3180501569","https://openalex.org/W3197395442","https://openalex.org/W4245558064","https://openalex.org/W4292170079","https://openalex.org/W4315488735","https://openalex.org/W4388215482","https://openalex.org/W6606075360","https://openalex.org/W6726889147","https://openalex.org/W6769377752","https://openalex.org/W6774443961","https://openalex.org/W6776521787","https://openalex.org/W6810256481","https://openalex.org/W6838968219"],"related_works":["https://openalex.org/W1941703695","https://openalex.org/W4248382324","https://openalex.org/W3131574667","https://openalex.org/W1966008566","https://openalex.org/W2079574545","https://openalex.org/W3127651486","https://openalex.org/W2921182178","https://openalex.org/W4247979471","https://openalex.org/W2159708048","https://openalex.org/W2118964038"],"abstract_inverted_index":{"In":[0],"this":[1],"article,":[2],"we":[3,89],"study":[4],"a":[5,32,66],"class":[6],"of":[7,35],"stochastic":[8],"nonlinear":[9],"dynamical":[10],"networks":[11,22],"governed":[12],"by":[13,104],"coupling":[14,36,101],"functions,":[15],"showing":[16],"that":[17,31],"under":[18,76],"certain":[19],"assumptions,":[20],"these":[21],"can":[23,38],"produce":[24],"geometrically":[25,85],"ergodic":[26,86],"trajectories.":[27],"Our":[28],"findings":[29],"suggest":[30],"wide":[33],"range":[34],"functions":[37],"be":[39],"effectively":[40],"learned":[41],"from":[42],"just":[43],"one":[44],"sample":[45],"trajectory":[46],"in":[47,61],"the":[48,59,73,94,99],"network.":[49],"This":[50],"approach":[51],"is":[52],"practical,":[53],"as":[54],"it":[55],"often":[56],"aligns":[57],"with":[58],"preference":[60],"many":[62],"applications":[63],"to":[64,98],"conduct":[65],"single,":[67],"extended":[68],"experiment":[69,75],"rather":[70],"than":[71],"repeating":[72],"same":[74],"different":[77],"initial":[78],"conditions.":[79],"Drawing":[80],"on":[81],"concentration":[82],"inequalities":[83],"for":[84],"Markov":[87],"chains,":[88],"present":[90],"several":[91],"results":[92],"regarding":[93],"empirical":[95],"estimator's":[96],"convergence":[97],"actual":[100],"function,":[102],"substantiated":[103],"extensive":[105],"simulations.":[106]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}