{"id":"https://openalex.org/W3165896110","doi":"https://doi.org/10.1007/s41109-021-00378-3","title":"Incorporating dynamic flight network in SEIR to model mobility between populations","display_name":"Incorporating dynamic flight network in SEIR to model mobility between populations","publication_year":2021,"publication_date":"2021-06-10","ids":{"openalex":"https://openalex.org/W3165896110","doi":"https://doi.org/10.1007/s41109-021-00378-3","mag":"3165896110","pmid":"https://pubmed.ncbi.nlm.nih.gov/34150986"},"language":"en","primary_location":{"id":"doi:10.1007/s41109-021-00378-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41109-021-00378-3","pdf_url":"https://appliednetsci.springeropen.com/track/pdf/10.1007/s41109-021-00378-3","source":{"id":"https://openalex.org/S3035517252","display_name":"Applied Network Science","issn_l":"2364-8228","issn":["2364-8228"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Network Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://appliednetsci.springeropen.com/track/pdf/10.1007/s41109-021-00378-3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065251958","display_name":"Xiaoye Ding","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164802","display_name":"Mila - Quebec Artificial Intelligence Institute","ror":"https://ror.org/05c22rx21","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210164802"]},{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xiaoye Ding","raw_affiliation_strings":["Mila, Quebec Artificial Intelligence Institute, Montreal, Canada","School of Computer Science, McGill University, Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mila, Quebec Artificial Intelligence Institute, Montreal, Canada","institution_ids":["https://openalex.org/I4210164802"]},{"raw_affiliation_string":"School of Computer Science, McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105038937","display_name":"Shenyang Huang","orcid":"https://orcid.org/0000-0002-4526-7097"},"institutions":[{"id":"https://openalex.org/I4210164802","display_name":"Mila - Quebec Artificial Intelligence Institute","ror":"https://ror.org/05c22rx21","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210164802"]},{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shenyang Huang","raw_affiliation_strings":["Mila, Quebec Artificial Intelligence Institute, Montreal, Canada","School of Computer Science, McGill University, Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mila, Quebec Artificial Intelligence Institute, Montreal, Canada","institution_ids":["https://openalex.org/I4210164802"]},{"raw_affiliation_string":"School of Computer Science, McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043347797","display_name":"Abby Leung","orcid":null},"institutions":[{"id":"https://openalex.org/I4210164802","display_name":"Mila - Quebec Artificial Intelligence Institute","ror":"https://ror.org/05c22rx21","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210164802"]},{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abby Leung","raw_affiliation_strings":["Mila, Quebec Artificial Intelligence Institute, Montreal, Canada","School of Computer Science, McGill University, Montreal, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mila, Quebec Artificial Intelligence Institute, Montreal, Canada","institution_ids":["https://openalex.org/I4210164802"]},{"raw_affiliation_string":"School of Computer Science, McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043159673","display_name":"Reihaneh Rabbany","orcid":"https://orcid.org/0000-0003-2348-0353"},"institutions":[{"id":"https://openalex.org/I4210164802","display_name":"Mila - Quebec Artificial Intelligence Institute","ror":"https://ror.org/05c22rx21","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210164802"]},{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Reihaneh Rabbany","raw_affiliation_strings":["Mila, Quebec Artificial Intelligence Institute, Montreal, Canada","School of Computer Science, McGill University, Montreal, Canada"],"raw_orcid":"https://orcid.org/0000-0003-2348-0353","affiliations":[{"raw_affiliation_string":"Mila, Quebec Artificial Intelligence Institute, Montreal, Canada","institution_ids":["https://openalex.org/I4210164802"]},{"raw_affiliation_string":"School of Computer Science, McGill University, Montreal, Canada","institution_ids":["https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5043159673"],"corresponding_institution_ids":["https://openalex.org/I4210164802","https://openalex.org/I5023651"],"apc_list":{"value":1390,"currency":"USD","value_usd":1390},"apc_paid":{"value":1390,"currency":"USD","value_usd":1390},"fwci":1.3511,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.79644588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"6","issue":"1","first_page":"42","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":1.0,"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":1.0,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.993399977684021,"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/T12943","display_name":"COVID-19 Digital Contact Tracing","score":0.9764999747276306,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/basic-reproduction-number","display_name":"Basic reproduction number","score":0.6607102751731873},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5619126558303833},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.5381532311439514},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.4850453734397888},{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.4598707854747772},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4322616457939148},{"id":"https://openalex.org/keywords/severe-acute-respiratory-syndrome-coronavirus-2","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","score":0.4296965003013611},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3316625952720642},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15534430742263794},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.15283310413360596},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.13556867837905884},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.13023808598518372},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.10661280155181885},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.08011198043823242},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07313922047615051}],"concepts":[{"id":"https://openalex.org/C204264503","wikidata":"https://www.wikidata.org/wiki/Q901464","display_name":"Basic reproduction number","level":3,"score":0.6607102751731873},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5619126558303833},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.5381532311439514},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.4850453734397888},{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.4598707854747772},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4322616457939148},{"id":"https://openalex.org/C3007834351","wikidata":"https://www.wikidata.org/wiki/Q82069695","display_name":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2)","level":5,"score":0.4296965003013611},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3316625952720642},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15534430742263794},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.15283310413360596},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.13556867837905884},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.13023808598518372},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.10661280155181885},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.08011198043823242},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07313922047615051},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s41109-021-00378-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41109-021-00378-3","pdf_url":"https://appliednetsci.springeropen.com/track/pdf/10.1007/s41109-021-00378-3","source":{"id":"https://openalex.org/S3035517252","display_name":"Applied Network Science","issn_l":"2364-8228","issn":["2364-8228"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Network Science","raw_type":"journal-article"},{"id":"pmid:34150986","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34150986","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied network science","raw_type":null},{"id":"pmh:oai:doaj.org/article:7f48cd01101c42e688d895be06790510","is_oa":true,"landing_page_url":"https://doaj.org/article/7f48cd01101c42e688d895be06790510","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Applied Network Science, Vol 6, Iss 1, Pp 1-24 (2021)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:8205202","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8205202","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Appl Netw Sci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s41109-021-00378-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s41109-021-00378-3","pdf_url":"https://appliednetsci.springeropen.com/track/pdf/10.1007/s41109-021-00378-3","source":{"id":"https://openalex.org/S3035517252","display_name":"Applied Network Science","issn_l":"2364-8228","issn":["2364-8228"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Network Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8299999833106995}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309949","display_name":"Canadian Institute for Advanced Research","ror":"https://ror.org/01sdtdd95"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3165896110.pdf","grobid_xml":"https://content.openalex.org/works/W3165896110.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W2767544505","https://openalex.org/W3003573988","https://openalex.org/W3004047749","https://openalex.org/W3009468976","https://openalex.org/W3009876049","https://openalex.org/W3009946390","https://openalex.org/W3010131837","https://openalex.org/W3013594674","https://openalex.org/W3013967887","https://openalex.org/W3014936749","https://openalex.org/W3014948915","https://openalex.org/W3015512447","https://openalex.org/W3015623674","https://openalex.org/W3016140714","https://openalex.org/W3016807395","https://openalex.org/W3022270126","https://openalex.org/W3022565163","https://openalex.org/W3022649823","https://openalex.org/W3023441241","https://openalex.org/W3028073668","https://openalex.org/W3033201346","https://openalex.org/W3034159733","https://openalex.org/W3045423422","https://openalex.org/W3045835659","https://openalex.org/W3088493855","https://openalex.org/W3105000602","https://openalex.org/W4235571646","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4206669628","https://openalex.org/W4224279380","https://openalex.org/W4205317059","https://openalex.org/W3176864053","https://openalex.org/W3198183218","https://openalex.org/W4206651655","https://openalex.org/W4206548596","https://openalex.org/W4292098121","https://openalex.org/W4210433452","https://openalex.org/W3036314732"],"abstract_inverted_index":{"Current":[0],"efforts":[1],"of":[2,102,115,122,125,131],"modelling":[3],"COVID-19":[4],"are":[5],"often":[6],"based":[7,67,83],"on":[8,68,84],"the":[9,26,41,51,58,64,69,74,116,123,129,146],"standard":[10],"compartmental":[11],"models":[12],"such":[13],"as":[14],"SEIR":[15,53],"and":[16,21,73,108,119,128,145],"their":[17],"variations.":[18],"As":[19],"pre-symptomatic":[20,107],"asymptomatic":[22,109],"cases":[23,66],"can":[24,96],"spread":[25],"disease":[27],"between":[28,38],"populations":[29,39],"through":[30,142],"travel,":[31],"it":[32],"is":[33,138],"important":[34],"to":[35,49,55,89,105],"incorporate":[36],"mobility":[37],"into":[40],"epidemiological":[42],"modelling.":[43],"In":[44],"this":[45,92,143],"work,":[46],"we":[47],"propose":[48],"modify":[50],"commonly-used":[52],"model":[54],"account":[56],"for":[57],"dynamic":[59],"flight":[60],"network,":[61],"by":[62],"estimating":[63],"imported":[65,106],"air":[70],"traffic":[71],"volume":[72],"test":[75],"positive":[76],"rate.":[77],"We":[78],"conduct":[79],"a":[80],"case":[81],"study":[82],"data":[85],"found":[86],"in":[87,140],"Canada":[88],"demonstrate":[90],"how":[91,150],"modification,":[93],"called":[94],"Flight-SEIR,":[95],"potentially":[97],"enable":[98],"(1)":[99],"early":[100],"detection":[101],"outbreaks":[103],"due":[104],"cases,":[110],"(2)":[111],"more":[112],"accurate":[113],"estimation":[114],"reproduction":[117],"number":[118],"(3)":[120],"evaluation":[121],"impact":[124],"travel":[126],"restrictions":[127],"implications":[130],"lifting":[132],"these":[133],"measures.":[134],"The":[135],"proposed":[136],"Flight-SEIR":[137],"essential":[139],"navigating":[141],"pandemic":[144],"next":[147],"ones,":[148],"given":[149],"interconnected":[151],"our":[152],"world":[153],"has":[154],"become.":[155]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
