{"id":"https://openalex.org/W4384928715","doi":"https://doi.org/10.1137/22m1486807","title":"Quadratic Matrix Inequalities with Applications to Data-Based Control","display_name":"Quadratic Matrix Inequalities with Applications to Data-Based Control","publication_year":2023,"publication_date":"2023-07-20","ids":{"openalex":"https://openalex.org/W4384928715","doi":"https://doi.org/10.1137/22m1486807"},"language":"en","primary_location":{"id":"doi:10.1137/22m1486807","is_oa":false,"landing_page_url":"https://doi.org/10.1137/22m1486807","pdf_url":null,"source":{"id":"https://openalex.org/S897311980","display_name":"SIAM Journal on Control and Optimization","issn_l":"0363-0129","issn":["0363-0129","1095-7138"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Control and Optimization","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.rug.nl/en/publications/bd66817e-8fbc-448f-b0b7-0d8bdd316681","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087952337","display_name":"Henk J. van Waarde","orcid":"https://orcid.org/0000-0002-2561-2682"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Henk J. van Waarde","raw_affiliation_strings":["Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, 9747AG, Groningen, The Netherlands","\\dagger Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, 9747AG, Groningen, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-2561-2682","affiliations":[{"raw_affiliation_string":"Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, 9747AG, Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"\\dagger Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, 9747AG, Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000993019","display_name":"M. Kanat Camlibel","orcid":"https://orcid.org/0000-0002-2407-8166"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"M. Kanat Camlibel","raw_affiliation_strings":["Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, 9747AG, Groningen, The Netherlands","\\dagger Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, 9747AG, Groningen, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-2407-8166","affiliations":[{"raw_affiliation_string":"Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, 9747AG, Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"\\dagger Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, 9747AG, Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075605431","display_name":"Jaap Eising","orcid":"https://orcid.org/0000-0003-2155-8196"},"institutions":[{"id":"https://openalex.org/I160856358","display_name":"University of San Diego","ror":"https://ror.org/03jbbze48","country_code":"US","type":"education","lineage":["https://openalex.org/I160856358"]},{"id":"https://openalex.org/I2800935791","display_name":"UC San Diego Health System","ror":"https://ror.org/01kbfgm16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800935791"]},{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jaap Eising","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, UC San Diego, San Diego, CA 92161 USA","\\ddagger Department of Mechanical and Aerospace Engineering, UC San Diego, San Diego, CA 92161 USA"],"raw_orcid":"https://orcid.org/0000-0003-2155-8196","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, UC San Diego, San Diego, CA 92161 USA","institution_ids":["https://openalex.org/I2800935791","https://openalex.org/I160856358","https://openalex.org/I36258959"]},{"raw_affiliation_string":"\\ddagger Department of Mechanical and Aerospace Engineering, UC San Diego, San Diego, CA 92161 USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045235248","display_name":"Harry L. Trentelman","orcid":"https://orcid.org/0000-0001-9463-8651"},"institutions":[{"id":"https://openalex.org/I160856358","display_name":"University of San Diego","ror":"https://ror.org/03jbbze48","country_code":"US","type":"education","lineage":["https://openalex.org/I160856358"]},{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]},{"id":"https://openalex.org/I2800935791","display_name":"UC San Diego Health System","ror":"https://ror.org/01kbfgm16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2800935791"]},{"id":"https://openalex.org/I36258959","display_name":"University of California San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["NL","US"],"is_corresponding":false,"raw_author_name":"Harry L. Trentelman","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, UC San Diego, San Diego, CA 92161 USA","\\dagger Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, 9747AG, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, UC San Diego, San Diego, CA 92161 USA","institution_ids":["https://openalex.org/I2800935791","https://openalex.org/I160856358","https://openalex.org/I36258959"]},{"raw_affiliation_string":"\\dagger Bernoulli Institute for Mathematics, Computer Science and Artificial Intelligence, University of Groningen, 9747AG, Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":10.6696,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.98895825,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"61","issue":"4","first_page":"2251","last_page":"2281"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11236","display_name":"Control Systems and Identification","score":1.0,"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/T10046","display_name":"Stability and Control of Uncertain Systems","score":0.9945999979972839,"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9871000051498413,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.711370587348938},{"id":"https://openalex.org/keywords/lemma","display_name":"Lemma (botany)","score":0.6791138648986816},{"id":"https://openalex.org/keywords/quadratic-equation","display_name":"Quadratic equation","score":0.5546530485153198},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.4919540584087372},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.48124051094055176},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.4336666464805603},{"id":"https://openalex.org/keywords/lyapunov-function","display_name":"Lyapunov function","score":0.4317713677883148},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.42663487792015076},{"id":"https://openalex.org/keywords/convex-optimization","display_name":"Convex optimization","score":0.41569918394088745},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.331987589597702},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.33084923028945923},{"id":"https://openalex.org/keywords/regular-polygon","display_name":"Regular polygon","score":0.2828051447868347},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.19386819005012512}],"concepts":[{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.711370587348938},{"id":"https://openalex.org/C2777759810","wikidata":"https://www.wikidata.org/wiki/Q149316","display_name":"Lemma (botany)","level":3,"score":0.6791138648986816},{"id":"https://openalex.org/C129844170","wikidata":"https://www.wikidata.org/wiki/Q41299","display_name":"Quadratic equation","level":2,"score":0.5546530485153198},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.4919540584087372},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.48124051094055176},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.4336666464805603},{"id":"https://openalex.org/C60640748","wikidata":"https://www.wikidata.org/wiki/Q2337858","display_name":"Lyapunov function","level":3,"score":0.4317713677883148},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.42663487792015076},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.41569918394088745},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.331987589597702},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.33084923028945923},{"id":"https://openalex.org/C112680207","wikidata":"https://www.wikidata.org/wiki/Q714886","display_name":"Regular polygon","level":2,"score":0.2828051447868347},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.19386819005012512},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C46757340","wikidata":"https://www.wikidata.org/wiki/Q43238","display_name":"Poaceae","level":2,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1137/22m1486807","is_oa":false,"landing_page_url":"https://doi.org/10.1137/22m1486807","pdf_url":null,"source":{"id":"https://openalex.org/S897311980","display_name":"SIAM Journal on Control and Optimization","issn_l":"0363-0129","issn":["0363-0129","1095-7138"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIAM Journal on Control and Optimization","raw_type":"journal-article"},{"id":"pmh:oai:pure.rug.nl:openaire/bd66817e-8fbc-448f-b0b7-0d8bdd316681","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/bd66817e-8fbc-448f-b0b7-0d8bdd316681","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Van Waarde, H J, Kanat Camlibel, M, Eising, J & Trentelman, H L 2023, 'Quadratic matrix inequalities with applications to data-based control', SIAM Journal on Control and Optimization, vol. 61, no. 4, pp. 2251-2281. https://doi.org/10.1137/22M1486807","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.rug.nl:openaire_cris_publications/bd66817e-8fbc-448f-b0b7-0d8bdd316681","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/bd66817e-8fbc-448f-b0b7-0d8bdd316681","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Van Waarde, H J, Kanat Camlibel, M, Eising, J & Trentelman, H L 2023, 'Quadratic matrix inequalities with applications to data-based control', SIAM Journal on Control and Optimization, vol. 61, no. 4, pp. 2251-2281. https://doi.org/10.1137/22M1486807","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.rug.nl:openaire/bd66817e-8fbc-448f-b0b7-0d8bdd316681","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/bd66817e-8fbc-448f-b0b7-0d8bdd316681","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Van Waarde, H J, Kanat Camlibel, M, Eising, J & Trentelman, H L 2023, 'Quadratic matrix inequalities with applications to data-based control', SIAM Journal on Control and Optimization, vol. 61, no. 4, pp. 2251-2281. https://doi.org/10.1137/22M1486807","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W634426574","https://openalex.org/W1516923635","https://openalex.org/W1538867155","https://openalex.org/W1967073510","https://openalex.org/W1983313164","https://openalex.org/W2000667040","https://openalex.org/W2001426409","https://openalex.org/W2019016008","https://openalex.org/W2022070682","https://openalex.org/W2026578200","https://openalex.org/W2034539682","https://openalex.org/W2036748716","https://openalex.org/W2038436774","https://openalex.org/W2046473141","https://openalex.org/W2056790056","https://openalex.org/W2057000602","https://openalex.org/W2077418568","https://openalex.org/W2079229429","https://openalex.org/W2082483338","https://openalex.org/W2140214428","https://openalex.org/W2151083101","https://openalex.org/W2169257893","https://openalex.org/W2177207193","https://openalex.org/W2395955964","https://openalex.org/W2417903161","https://openalex.org/W2512923311","https://openalex.org/W2943040161","https://openalex.org/W2951568559","https://openalex.org/W2966348706","https://openalex.org/W2979207987","https://openalex.org/W2992833799","https://openalex.org/W2995764727","https://openalex.org/W2999535065","https://openalex.org/W3028696127","https://openalex.org/W3114430747","https://openalex.org/W3154713528","https://openalex.org/W3173653963","https://openalex.org/W3202388914","https://openalex.org/W3210020860","https://openalex.org/W3210839039","https://openalex.org/W3213835390","https://openalex.org/W3216349435","https://openalex.org/W4240790602"],"related_works":["https://openalex.org/W3006682748","https://openalex.org/W1097487277","https://openalex.org/W2768610039","https://openalex.org/W4308265086","https://openalex.org/W2949964783","https://openalex.org/W2801357573","https://openalex.org/W2106889256","https://openalex.org/W2982363256","https://openalex.org/W2974000959","https://openalex.org/W2798159474"],"abstract_inverted_index":{"This":[0,167,221],"paper":[1,145],"studies":[2],"several":[3],"problems":[4],"related":[5,114],"to":[6,79,101,113,161,208,236],"quadratic":[7,18,201],"matrix":[8,21,85],"inequalities":[9,12],"(QMIs),":[10],"i.e.,":[11],"in":[13,116],"the":[14,30,52,65,88,117,123,141,153,162,184,210,218,224,227,231],"Loewner":[15],"order":[16],"involving":[17],"functions":[19],"of":[20,33,51,55,67,77,87,143,164,186,190,213,226],"variables.":[22],"In":[23,59,203],"particular,":[24],"we":[25,61,83,150,205],"provide":[26,48,95,193],"conditions":[27,96,198],"under":[28,70,97],"which":[29,73,98],"solution":[31,53],"set":[32,54,189],"a":[34,43,49,56,75,80,171,187],"QMI":[35,103],"is":[36,132],"nonempty,":[37],"convex,":[38],"or":[39,41],"bounded":[40],"has":[42],"nonempty":[44],"interior.":[45],"We":[46,192],"also":[47,104,234],"parameterization":[50],"given":[57],"QMI.":[58,81,107],"addition,":[60,204],"state":[62],"results":[63,109,136,142,155],"regarding":[64],"image":[66],"such":[68,121],"sets":[69],"linear":[71],"maps,":[72],"characterize":[74],"subset":[76],"\"structured\"solutions":[78],"Thereafter,":[82],"derive":[84],"versions":[86],"classical":[89],"S-lemma":[90],"and":[91,127,130,196,230,233],"Finsler's":[92],"lemma":[93],"that":[94],"all":[99],"solutions":[100],"one":[102],"satisfy":[105],"another":[106],"The":[108],"will":[110],"be":[111,138,159],"compared":[112],"work":[115],"robust":[118],"control":[119],"literature,":[120],"as":[122,146],"full":[124],"block":[125],"S-procedure":[126],"Petersen's":[128],"lemma,":[129],"it":[131],"demonstrated":[133],"how":[134,152,207],"existing":[135],"can":[137,158],"obtained":[139],"from":[140],"this":[144],"special":[147],"cases.":[148],"Finally,":[149],"show":[151],"various":[154],"for":[156,175,199,239],"QMIs":[157],"applied":[160],"problem":[163,168],"data-driven":[165],"stabilization.":[166,202],"involves":[169,222],"finding":[170],"stabilizing":[172],"feedback":[173,241],"controller":[174,232],"an":[176],"unknown":[177],"dynamical":[178],"system":[179],"influenced":[180],"by":[181,216],"noise":[182],"on":[183],"basis":[185],"finite":[188],"data.":[191],"general":[194],"necessary":[195],"sufficient":[197],"data-based":[200,214],"demonstrate":[206],"reduce":[209],"computational":[211],"complexity":[212],"stabilization":[215],"leveraging":[217],"aforementioned":[219],"results.":[220],"separating":[223],"computation":[225],"Lyapunov":[228],"function":[229],"leads":[235],"explicit":[237],"formulas":[238],"data-guided":[240],"gains.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":26},{"year":2024,"cited_by_count":19},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
