{"id":"https://openalex.org/W4385605125","doi":"https://doi.org/10.1016/j.future.2023.07.025","title":"Evaluating the spread of Omicron COVID-19 variant in Spain","display_name":"Evaluating the spread of Omicron COVID-19 variant in Spain","publication_year":2023,"publication_date":"2023-08-05","ids":{"openalex":"https://openalex.org/W4385605125","doi":"https://doi.org/10.1016/j.future.2023.07.025"},"language":"en","primary_location":{"id":"doi:10.1016/j.future.2023.07.025","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.future.2023.07.025","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Generation Computer Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.future.2023.07.025","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032132102","display_name":"Miguel Guzm\u00e1n Merino","orcid":null},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel Guzman Merino","raw_affiliation_strings":["Universidad Carlos III de Madrid, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Carlos III de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006661351","display_name":"Maria-Cristina Marinescu","orcid":"https://orcid.org/0000-0002-6978-2974"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Maria-Cristina Marinescu","raw_affiliation_strings":["Barcelona Supercomputing Center, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848","https://openalex.org/I2799803557"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016354834","display_name":"Alberto Cascajo","orcid":"https://orcid.org/0000-0001-5506-1431"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Alberto Cascajo","raw_affiliation_strings":["Universidad Carlos III de Madrid, Madrid, Spain"],"raw_orcid":"https://orcid.org/0000-0001-5506-1431","affiliations":[{"raw_affiliation_string":"Universidad Carlos III de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068077636","display_name":"Jes\u00fas Carretero","orcid":"https://orcid.org/0000-0002-1413-4793"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jesus Carretero","raw_affiliation_strings":["Universidad Carlos III de Madrid, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Carlos III de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067528456","display_name":"David E Singh","orcid":"https://orcid.org/0000-0002-8125-0049"},"institutions":[{"id":"https://openalex.org/I50357001","display_name":"Universidad Carlos III de Madrid","ror":"https://ror.org/03ths8210","country_code":"ES","type":"education","lineage":["https://openalex.org/I50357001"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"David E. Singh","raw_affiliation_strings":["Universidad Carlos III de Madrid, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Carlos III de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I50357001"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016354834"],"corresponding_institution_ids":["https://openalex.org/I50357001"],"apc_list":{"value":3340,"currency":"USD","value_usd":3340},"apc_paid":{"value":3340,"currency":"USD","value_usd":3340},"fwci":1.2015,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76028084,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"149","issue":null,"first_page":"547","last_page":"561"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9991999864578247,"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":0.9991999864578247,"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/T10118","display_name":"SARS-CoV-2 and COVID-19 Research","score":0.9918000102043152,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/T11754","display_name":"SARS-CoV-2 detection and testing","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/epigraph","display_name":"Epigraph","score":0.7312763929367065},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6933557391166687},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.6376962661743164},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5646576881408691},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.5538507699966431},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.49757125973701477},{"id":"https://openalex.org/keywords/radio-propagation","display_name":"Radio propagation","score":0.44929447770118713},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.41873034834861755},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.3218855559825897},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.3150657117366791},{"id":"https://openalex.org/keywords/demography","display_name":"Demography","score":0.2717459201812744},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.2109432816505432},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18448182940483093},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.13240081071853638},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.12686005234718323},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.09253796935081482},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.08875977993011475}],"concepts":[{"id":"https://openalex.org/C17192189","wikidata":"https://www.wikidata.org/wiki/Q1347059","display_name":"Epigraph","level":2,"score":0.7312763929367065},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6933557391166687},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.6376962661743164},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5646576881408691},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.5538507699966431},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.49757125973701477},{"id":"https://openalex.org/C202311505","wikidata":"https://www.wikidata.org/wiki/Q1474701","display_name":"Radio propagation","level":2,"score":0.44929447770118713},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.41873034834861755},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.3218855559825897},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3150657117366791},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.2717459201812744},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2109432816505432},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18448182940483093},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.13240081071853638},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.12686005234718323},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.09253796935081482},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.08875977993011475},{"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/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.future.2023.07.025","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.future.2023.07.025","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Generation Computer Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.future.2023.07.025","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.future.2023.07.025","pdf_url":null,"source":{"id":"https://openalex.org/S186357190","display_name":"Future Generation Computer Systems","issn_l":"0167-739X","issn":["0167-739X","1872-7115"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Future Generation Computer Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2116843018","https://openalex.org/W2142703753","https://openalex.org/W2523540204","https://openalex.org/W2945241485","https://openalex.org/W3017788116","https://openalex.org/W3026475761","https://openalex.org/W3029408214","https://openalex.org/W3032971139","https://openalex.org/W3044719873","https://openalex.org/W3087049973","https://openalex.org/W3093877663","https://openalex.org/W3138846853","https://openalex.org/W3185666887","https://openalex.org/W3187414739","https://openalex.org/W3198872934","https://openalex.org/W3205903567","https://openalex.org/W3210049956","https://openalex.org/W3216106237","https://openalex.org/W4205480775","https://openalex.org/W4210527626","https://openalex.org/W4214610792","https://openalex.org/W4225295888","https://openalex.org/W4281382812","https://openalex.org/W4286911368","https://openalex.org/W4292156591","https://openalex.org/W4296831823","https://openalex.org/W4310919996","https://openalex.org/W4313454006","https://openalex.org/W6637296672","https://openalex.org/W6773189233","https://openalex.org/W6783409892","https://openalex.org/W6785658400","https://openalex.org/W6798183465","https://openalex.org/W6842284282","https://openalex.org/W6843724783"],"related_works":["https://openalex.org/W2355558294","https://openalex.org/W2392366684","https://openalex.org/W2381998515","https://openalex.org/W2393671386","https://openalex.org/W2377617670","https://openalex.org/W2713931874","https://openalex.org/W2361142453","https://openalex.org/W3164236790","https://openalex.org/W2364727532","https://openalex.org/W2020434980"],"abstract_inverted_index":{"This":[0],"work":[1,34,130,233],"analyzes":[2],"the":[3,5,26,43,51,67,70,73,85,91,99,118,122,126,133,154,158,178,198,207,211,215,219,225,251,259],"propagation":[4,28,134,160],"highly":[6],"transmissible":[7],"COVID-19":[8,27,159],"variant":[9,93,105,137,213,221],"Omicron":[10,92,212,220],"across":[11],"Spain":[12,162],"via":[13],"simulation":[14,71],"by":[15],"using":[16],"EpiGraph.":[17,263],"EpiGraph":[18],"is":[19,203],"an":[20],"agent-based":[21],"parallel":[22],"simulator":[23],"that":[24],"reproduces":[25,153],"over":[29],"wide":[30],"areas.":[31],"In":[32,128],"this":[33,103,129,136,236],"we":[35,131,187],"consider":[36,170],"a":[37,149,228,242],"population":[38],"of":[39,42,48,69,79,88,102,135,157,166,177,184,195,206,210,254],"19,574,086":[40],"individuals":[41,196],"63":[44],"most":[45],"populated":[46],"cities":[47,119],"Spain,":[49],"for":[50,163,173,181],"time":[52,230],"interval":[53],"between":[54,197],"May":[55],"15th":[56],"2021":[57],"and":[58,75,81,120,142,214,240,245],"March":[59],"6th":[60],"2022.":[61],"The":[62,200,232],"main":[63,201],"variants":[64],"existing":[65,155,216],"at":[66,249],"start":[68],"were":[72],"Alpha":[74],"Delta,":[76,112],"with":[77],"prevalence":[78],"4%":[80],"96%.":[82],"Then,":[83],"during":[84],"second":[86],"half":[87],"November":[89],"2021,":[90],"appears":[94],"in":[95,125,161,227,235,262],"Spain.":[96],"Due":[97],"to":[98],"higher":[100],"transmission":[101],"new":[104],"-":[106,192],"about":[107],"2":[108],"times":[109],"larger":[110],"than":[111],"it":[113],"quickly":[114],"spreads":[115,222],"through":[116,223],"all":[117,224],"becomes":[121],"dominant":[123],"strain":[124],"country.":[127],"analyze":[132],"under":[138],"different":[139,174,189],"mobility":[140],"restrictions":[141],"patient":[143],"zero":[144],"scenarios.":[145],"We":[146,168],"first":[147],"define":[148],"baseline":[150],"scenario":[151],"which":[152],"conditions":[156],"our":[164],"period":[165],"study.":[167],"then":[169],"alternative":[171],"scenarios":[172],"starting":[175],"locations":[176],"propagation.":[179],"Finally,":[180],"each":[182],"one":[183],"these":[185],"scenarios,":[186],"evaluate":[188],"transportation":[190,217],"intensities":[191],"i.e.":[193],"movement":[194],"cities.":[199],"conclusion":[202],"that,":[204],"independently":[205],"initial":[208],"location":[209],"conditions,":[218],"country":[226],"short":[229],"interval.":[231],"presented":[234],"paper":[237],"also":[238],"implements":[239],"evaluates":[241],"power":[243],"monitoring":[244],"optimization":[246],"system":[247],"aimed":[248],"reducing":[250],"energy":[252],"consumption":[253],"such":[255],"massive":[256],"simulations":[257],"as":[258],"ones":[260],"performed":[261]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
