{"id":"https://openalex.org/W4415179969","doi":"https://doi.org/10.23919/ecc65951.2025.11187048","title":"Learning High-dimensional Dynamical Systems with Limited Sensing","display_name":"Learning High-dimensional Dynamical Systems with Limited Sensing","publication_year":2025,"publication_date":"2025-06-24","ids":{"openalex":"https://openalex.org/W4415179969","doi":"https://doi.org/10.23919/ecc65951.2025.11187048"},"language":"en","primary_location":{"id":"doi:10.23919/ecc65951.2025.11187048","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc65951.2025.11187048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 European Control Conference (ECC)","raw_type":"proceedings-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/A5100409582","display_name":"Yuyang Zhang","orcid":"https://orcid.org/0009-0004-7404-9824"},"institutions":[{"id":"https://openalex.org/I107363760","display_name":"Harding University Main Campus","ror":"https://ror.org/00t4cvq91","country_code":"US","type":"education","lineage":["https://openalex.org/I107363760"]},{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yuyang Zhang","raw_affiliation_strings":["Harvard University,SEAS,USA"],"affiliations":[{"raw_affiliation_string":"Harvard University,SEAS,USA","institution_ids":["https://openalex.org/I2801851002","https://openalex.org/I107363760"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045638118","display_name":"Derya Cansever","orcid":null},"institutions":[{"id":"https://openalex.org/I107363760","display_name":"Harding University Main Campus","ror":"https://ror.org/00t4cvq91","country_code":"US","type":"education","lineage":["https://openalex.org/I107363760"]},{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Derya Cansever","raw_affiliation_strings":["Harvard University,SEAS,USA"],"affiliations":[{"raw_affiliation_string":"Harvard University,SEAS,USA","institution_ids":["https://openalex.org/I2801851002","https://openalex.org/I107363760"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115596349","display_name":"Na Li","orcid":"https://orcid.org/0000-0001-9080-1300"},"institutions":[{"id":"https://openalex.org/I2801851002","display_name":"Harvard University Press","ror":"https://ror.org/006v7bf86","country_code":"US","type":"other","lineage":["https://openalex.org/I136199984","https://openalex.org/I2801851002"]},{"id":"https://openalex.org/I107363760","display_name":"Harding University Main Campus","ror":"https://ror.org/00t4cvq91","country_code":"US","type":"education","lineage":["https://openalex.org/I107363760"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Na Li","raw_affiliation_strings":["Harvard University,SEAS,USA"],"affiliations":[{"raw_affiliation_string":"Harvard University,SEAS,USA","institution_ids":["https://openalex.org/I2801851002","https://openalex.org/I107363760"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100409582"],"corresponding_institution_ids":["https://openalex.org/I107363760","https://openalex.org/I2801851002"],"apc_list":null,"apc_paid":null,"fwci":2.8331,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92730672,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3113","last_page":"3118"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9559000134468079,"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":0.9559000134468079,"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/T10791","display_name":"Advanced Control Systems Optimization","score":0.9451000094413757,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.9269000291824341,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/observability","display_name":"Observability","score":0.796999990940094},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6509000062942505},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5375999808311462},{"id":"https://openalex.org/keywords/dynamical-systems-theory","display_name":"Dynamical systems theory","score":0.5346999764442444},{"id":"https://openalex.org/keywords/linear-dynamical-system","display_name":"Linear dynamical system","score":0.4997999966144562},{"id":"https://openalex.org/keywords/dynamical-system","display_name":"Dynamical system (definition)","score":0.4366999864578247},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.35690000653266907},{"id":"https://openalex.org/keywords/linear-system","display_name":"Linear system","score":0.30790001153945923}],"concepts":[{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.796999990940094},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6509000062942505},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6047000288963318},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5375999808311462},{"id":"https://openalex.org/C79379906","wikidata":"https://www.wikidata.org/wiki/Q3174497","display_name":"Dynamical systems theory","level":2,"score":0.5346999764442444},{"id":"https://openalex.org/C114275822","wikidata":"https://www.wikidata.org/wiki/Q621512","display_name":"Linear dynamical system","level":3,"score":0.4997999966144562},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.47540000081062317},{"id":"https://openalex.org/C33962884","wikidata":"https://www.wikidata.org/wiki/Q378637","display_name":"Dynamical system (definition)","level":3,"score":0.4366999864578247},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3853999972343445},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.35690000653266907},{"id":"https://openalex.org/C6802819","wikidata":"https://www.wikidata.org/wiki/Q1072174","display_name":"Linear system","level":2,"score":0.30790001153945923},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.29030001163482666},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.28780001401901245},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2786000072956085},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.27649998664855957},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.27090001106262207},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.26969999074935913},{"id":"https://openalex.org/C80551277","wikidata":"https://www.wikidata.org/wiki/Q11210","display_name":"Coordinate system","level":2,"score":0.2653999924659729},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.2581000030040741},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25540000200271606}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ecc65951.2025.11187048","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc65951.2025.11187048","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 European Control Conference (ECC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W147499043","https://openalex.org/W2062180331","https://openalex.org/W2117790027","https://openalex.org/W2142781661","https://openalex.org/W2239232218","https://openalex.org/W2580602575","https://openalex.org/W2972915637","https://openalex.org/W3134325345","https://openalex.org/W3213818741","https://openalex.org/W4211091012","https://openalex.org/W4212795191","https://openalex.org/W4231367092","https://openalex.org/W4244553356","https://openalex.org/W4249314718","https://openalex.org/W4388666639","https://openalex.org/W4403597946","https://openalex.org/W4415179969"],"related_works":[],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"focus":[4],"on":[5,25],"learning":[6],"high-dimensional":[7,65],"linear":[8],"dynamical":[9],"systems.":[10],"To":[11],"learn":[12],"such":[13],"systems,":[14],"existing":[15],"algorithms":[16],"require":[17],"either":[18],"strong":[19],"sensing":[20],"capability":[21],"or":[22],"additional":[23],"assumption":[24],"system":[26,35,77],"observability.":[27],"We":[28],"propose":[29],"an":[30],"algorithm":[31,71],"that":[32,75],"learns":[33],"the":[34,64,70,76,99],"model":[36,78],"with":[37],"a":[38,57],"few":[39],"sensors":[40,103],"and":[41],"without":[42],"observability":[43],"assumption.":[44],"This":[45,95],"is":[46,72,88],"accomplished":[47],"by":[48],"integrating":[49],"information":[50],"from":[51],"multiple":[52],"data":[53,105],"trajectories,":[54],"each":[55],"observing":[56],"possibly":[58],"different":[59],"set":[60],"of":[61,63,69,102],"coordinates":[62],"states.":[66],"Theoretical":[67],"analysis":[68],"provided,":[73],"showing":[74],"can":[79],"be":[80],"learned":[81],"accurately":[82],"as":[83,85],"long":[84],"every":[86],"coordinate":[87],"observed":[89],"in":[90],"at":[91],"least":[92],"one":[93],"trajectory.":[94],"approach":[96],"significantly":[97],"reduces":[98],"required":[100],"number":[101],"for":[104],"collection.":[106]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-15T00:00:00"}
