{"id":"https://openalex.org/W4294691881","doi":"https://doi.org/10.23919/acc53348.2022.9867851","title":"A Learning-Based Model Predictive Control Framework for Real-Time SIR Epidemic Mitigation","display_name":"A Learning-Based Model Predictive Control Framework for Real-Time SIR Epidemic Mitigation","publication_year":2022,"publication_date":"2022-06-08","ids":{"openalex":"https://openalex.org/W4294691881","doi":"https://doi.org/10.23919/acc53348.2022.9867851"},"language":"en","primary_location":{"id":"doi:10.23919/acc53348.2022.9867851","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc53348.2022.9867851","pdf_url":null,"source":{"id":"https://openalex.org/S4363607732","display_name":"2022 American Control Conference (ACC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 American Control Conference (ACC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5028609142","display_name":"Baike She","orcid":"https://orcid.org/0000-0003-1504-1967"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Baike She","raw_affiliation_strings":["Purdue University,Elmore Family School of Electrical and Computer Engineering","Elmore Family School of Electrical and Computer Engineering, Purdue University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University,Elmore Family School of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Elmore Family School of Electrical and Computer Engineering, Purdue University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076731201","display_name":"Shreyas Sundaram","orcid":"https://orcid.org/0000-0002-5390-2505"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shreyas Sundaram","raw_affiliation_strings":["Purdue University,Elmore Family School of Electrical and Computer Engineering","Elmore Family School of Electrical and Computer Engineering, Purdue University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University,Elmore Family School of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Elmore Family School of Electrical and Computer Engineering, Purdue University","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085597072","display_name":"Philip E. Par\u00e9","orcid":"https://orcid.org/0000-0002-4095-7320"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip E. Pare","raw_affiliation_strings":["Purdue University,Elmore Family School of Electrical and Computer Engineering","Elmore Family School of Electrical and Computer Engineering, Purdue University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Purdue University,Elmore Family School of Electrical and Computer Engineering","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Elmore Family School of Electrical and Computer Engineering, Purdue University","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":6.0127,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.97643732,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"2565","last_page":"2570"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10167","display_name":"Influenza Virus Research Studies","score":0.9610999822616577,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10621","display_name":"Gene Regulatory Network Analysis","score":0.9415000081062317,"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/computer-science","display_name":"Computer science","score":0.685024619102478},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.6652190089225769},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.5900335907936096},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5796664953231812},{"id":"https://openalex.org/keywords/epidemic-model","display_name":"Epidemic model","score":0.5298411846160889},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4794291853904724},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46769237518310547},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.4390407204627991},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3610621988773346},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33851176500320435}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.685024619102478},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.6652190089225769},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.5900335907936096},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5796664953231812},{"id":"https://openalex.org/C1627819","wikidata":"https://www.wikidata.org/wiki/Q2572354","display_name":"Epidemic model","level":3,"score":0.5298411846160889},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4794291853904724},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46769237518310547},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.4390407204627991},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3610621988773346},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33851176500320435},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/acc53348.2022.9867851","is_oa":false,"landing_page_url":"https://doi.org/10.23919/acc53348.2022.9867851","pdf_url":null,"source":{"id":"https://openalex.org/S4363607732","display_name":"2022 American Control Conference (ACC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.8600000143051147,"display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1555092484","https://openalex.org/W1968705782","https://openalex.org/W2148301044","https://openalex.org/W2502759836","https://openalex.org/W2584686170","https://openalex.org/W2842089854","https://openalex.org/W2992833799","https://openalex.org/W3014632875","https://openalex.org/W3016013099","https://openalex.org/W3022687305","https://openalex.org/W3039090884","https://openalex.org/W3045791252","https://openalex.org/W3091577155","https://openalex.org/W3099864126","https://openalex.org/W3100069649","https://openalex.org/W3108970914","https://openalex.org/W3116104389","https://openalex.org/W3120852108","https://openalex.org/W3153086844","https://openalex.org/W3164263700","https://openalex.org/W3210333986","https://openalex.org/W4287610552","https://openalex.org/W4302436361","https://openalex.org/W6682044371","https://openalex.org/W6784754026","https://openalex.org/W6788607597"],"related_works":["https://openalex.org/W1990079087","https://openalex.org/W3202234113","https://openalex.org/W2101188133","https://openalex.org/W4205698903","https://openalex.org/W4400613637","https://openalex.org/W4294968941","https://openalex.org/W4283819461","https://openalex.org/W4248731570","https://openalex.org/W4390279739","https://openalex.org/W4205413867"],"abstract_inverted_index":{"We":[0,14,97],"propose":[1],"a":[2,21,40,47,63],"learning-based":[3],"model":[4,25,79,88],"predictive":[5,80],"control":[6,33,81,94],"framework":[7],"for":[8,29],"mitigating":[9],"the":[10,16,32,36,50,58,68,87,92,99],"spread":[11],"of":[12,49,71],"epidemics.":[13],"capture":[15],"epidemic":[17,24,83],"spreading":[18],"process":[19],"using":[20,104],"susceptible-infected-removed":[22],"(SIR)":[23],"and":[26,90],"consider":[27],"testing":[28,42],"isolation":[30],"as":[31],"strategy.":[34],"In":[35],"framework,":[37],"we":[38,85],"use":[39],"daily":[41,59],"strategy":[43],"to":[44,56],"remove":[45],"(isolate)":[46],"portion":[48],"infected":[51,60],"population.":[52],"Our":[53],"goal":[54],"is":[55],"keep":[57],"population":[61],"below":[62],"certain":[64],"level,":[65],"while":[66],"minimizing":[67],"total":[69],"number":[70],"tests.":[72],"Distinct":[73],"from":[74,107],"existing":[75],"works":[76],"on":[77],"leveraging":[78],"in":[82],"spreading,":[84],"learn":[86],"parameters":[89],"compute":[91],"feedback":[93],"signal":[95],"simultaneously.":[96],"illustrate":[98],"results":[100],"by":[101],"numerical":[102],"simulation":[103],"COVID-19":[105],"data":[106],"India.":[108]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
