{"id":"https://openalex.org/W2131286733","doi":"https://doi.org/10.1016/j.procs.2010.04.136","title":"Data driven computing by the morphing fast Fourier transform ensemble Kalman filter in epidemic spread simulations","display_name":"Data driven computing by the morphing fast Fourier transform ensemble Kalman filter in epidemic spread simulations","publication_year":2010,"publication_date":"2010-05-01","ids":{"openalex":"https://openalex.org/W2131286733","doi":"https://doi.org/10.1016/j.procs.2010.04.136","mag":"2131286733","pmid":"https://pubmed.ncbi.nlm.nih.gov/21031155","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/2964148"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2010.04.136","doi":"https://doi.org/10.1016/j.procs.2010.04.136","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2010.04.136","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1877050910001377/pdf","source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"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":"Procedia Computer Science","raw_type":"journal-article"},"volume":null,"type":"conference-paper","indexed_in":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.sciencedirect.com/science/article/pii/S1877050910001377/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063790889","display_name":"Jan Mandel","orcid":"https://orcid.org/0000-0002-8489-5766","observed_orcids":["https://orcid.org/0000-0002-8489-5766"]},"institutions":[{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jan Mandel","raw_affiliation_strings":["Department of Mathematical and Statistical Sciences, University of Colorado Denver, Denver, CO 80217-3364, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical and Statistical Sciences, University of Colorado Denver, Denver, CO 80217-3364, USA","institution_ids":["https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112871755","display_name":"Jonathan Beezley","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan D. Beezley","raw_affiliation_strings":["Department of Mathematical and Statistical Sciences, University of Colorado Denver, Denver, CO 80217-3364, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical and Statistical Sciences, University of Colorado Denver, Denver, CO 80217-3364, USA","institution_ids":["https://openalex.org/I921990950"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079703036","display_name":"Loren Cobb","orcid":"https://orcid.org/0000-0001-5243-1177","observed_orcids":["https://orcid.org/0000-0001-5243-1177"]},"institutions":[{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Loren Cobb","raw_affiliation_strings":["Department of Mathematical and Statistical Sciences, University of Colorado Denver, Denver, CO 80217-3364, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical and Statistical Sciences, University of Colorado Denver, Denver, CO 80217-3364, USA","institution_ids":["https://openalex.org/I921990950"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089183504","display_name":"Ashok Kumar Krishnamurthy","orcid":"https://orcid.org/0000-0002-3215-7622","observed_orcids":["https://orcid.org/0000-0002-3215-7622"]},"institutions":[{"id":"https://openalex.org/I921990950","display_name":"University of Colorado Denver","ror":"https://ror.org/02hh7en24","country_code":"US","type":"education","lineage":["https://openalex.org/I921990950"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashok Krishnamurthy","raw_affiliation_strings":["Department of Mathematical and Statistical Sciences, University of Colorado Denver, Denver, CO 80217-3364, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematical and Statistical Sciences, University of Colorado Denver, Denver, CO 80217-3364, USA","institution_ids":["https://openalex.org/I921990950"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5063790889"],"corresponding_institution_ids":["https://openalex.org/I921990950"],"apc_list":null,"apc_paid":null,"fwci":11.5789,"has_fulltext":true,"cited_by_count":22,"citation_normalized_percentile":{"value":0.9763675,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"1","issue":"1","first_page":"1221","last_page":"1229"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.4115999937057495,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10466","display_name":"Meteorological Phenomena and Simulations","score":0.4115999937057495,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10482","display_name":"Mathematical and Theoretical Epidemiology and Ecology Models","score":0.16539999842643738,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.13040000200271606,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fast-fourier-transform","display_name":"fast Fourier transform","score":0.8339999914169312},{"id":"https://openalex.org/keywords/data-assimilation","display_name":"data assimilation","score":0.8920000195503235},{"id":"https://openalex.org/keywords/epidemic-spreading","display_name":"epidemic spread","score":0.7200000286102295},{"id":"https://openalex.org/keywords/sir-model","display_name":"SIR model","score":0.8690000176429749},{"id":"https://openalex.org/keywords/small-ensembles","display_name":"small ensembles","score":0.44999998807907104},{"id":"https://openalex.org/keywords/spatial-statistics","display_name":"spatial statistics","score":0.8140000104904175}],"concepts":[{"id":"https://openalex.org/C50637493","wikidata":"https://www.wikidata.org/wiki/Q1136781","display_name":"Morphing","level":2,"score":0.9083766937255859},{"id":"https://openalex.org/C79334102","wikidata":"https://www.wikidata.org/wiki/Q3072268","display_name":"Ensemble Kalman filter","level":4,"score":0.8041907548904419},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.799589216709137},{"id":"https://openalex.org/C75172450","wikidata":"https://www.wikidata.org/wiki/Q623950","display_name":"Fast Fourier transform","level":2,"score":0.7900269031524658},{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.698267936706543},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.6932835578918457},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5048373341560364},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.452533096075058},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28233104944229126},{"id":"https://openalex.org/C206833254","wikidata":"https://www.wikidata.org/wiki/Q5421817","display_name":"Extended Kalman filter","level":3,"score":0.22085583209991455},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.07048240303993225},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":8,"locations":[{"id":"doi:10.1016/j.procs.2010.04.136","doi":"https://doi.org/10.1016/j.procs.2010.04.136","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2010.04.136","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1877050910001377/pdf","source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"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":"Procedia Computer Science","raw_type":"journal-article"},{"id":"pmid:21031155","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/21031155","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,"listed_in":[],"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":"Procedia computer science","raw_type":"Journal Article"},{"id":"pmh:oai:europepmc.org:1778649","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2964148","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:2964148","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2964148","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,"listed_in":[],"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":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Procedia Comput Sci","raw_type":"Text"},{"id":"pmh:oai:arXiv.org:1003.1771","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1003.1771","pdf_url":"https://arxiv.org/pdf/1003.1771","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:2951974670","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1003.1771","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.763.8704","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.763.8704","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://arxiv.org/pdf/1003.1771.pdf","raw_type":"text"},{"id":"doi:10.48550/arxiv.1003.1771","doi":"https://doi.org/10.48550/arxiv.1003.1771","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1003.1771","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2010.04.136","doi":"https://doi.org/10.1016/j.procs.2010.04.136","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2010.04.136","pdf_url":"https://www.sciencedirect.com/science/article/pii/S1877050910001377/pdf","source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"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":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G4309232636","display_name":null,"funder_award_id":"CNS-0719641","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4624045957","display_name":null,"funder_award_id":"ATM-0835579","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4985195593","display_name":"Improved Tracking for Emerging Diseases from Climate Change","funder_award_id":"RC1LM010641","funder_id":"https://openalex.org/F4320337372","funder_display_name":"U.S. National Library of Medicine"},{"id":"https://openalex.org/G5064030412","display_name":"CSR-CSI: Collaborative Research: Dynamic Sensor/Computation Network for Wildfire Management","funder_award_id":"0719641","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6530889380","display_name":null,"funder_award_id":"1 RC1 LM01641-01","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7365011022","display_name":"Collaborative Research:  CDI-Type II--The Open Wildland Fire Modeling E-community: A Virtual Organization Accelerating Research, Education, and Fire Management Technology","funder_award_id":"0835579","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8186554587","display_name":null,"funder_award_id":"1 RC1 LM01641-01","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337372","display_name":"U.S. National Library of Medicine","ror":"https://ror.org/0060t0j89"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2131286733.pdf","grobid_xml":"https://content.openalex.org/works/W2131286733.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1522319528","https://openalex.org/W1596195796","https://openalex.org/W1868435050","https://openalex.org/W1989984810","https://openalex.org/W2025316801","https://openalex.org/W2042310874","https://openalex.org/W2084913894","https://openalex.org/W2087158441","https://openalex.org/W2113769878","https://openalex.org/W2143022286","https://openalex.org/W2162338147","https://openalex.org/W2179860363","https://openalex.org/W2486235895","https://openalex.org/W2496675188","https://openalex.org/W2502259690","https://openalex.org/W2573715514","https://openalex.org/W2952178996","https://openalex.org/W3125718666","https://openalex.org/W4299937068"],"related_works":["https://openalex.org/W7135213075","https://openalex.org/W2024923675","https://openalex.org/W7160210096","https://openalex.org/W1989984810","https://openalex.org/W7166834477","https://openalex.org/W4381113174","https://openalex.org/W2123953463","https://openalex.org/W2952955774","https://openalex.org/W2972827298","https://openalex.org/W2094056112"],"abstract_inverted_index":{"The":[0,24],"FFT":[1,25],"EnKF":[2,26,42,56],"data":[3],"assimilation":[4],"method":[5],"is":[6,50],"proposed":[7],"and":[8,30,37,48],"applied":[9],"to":[10,57],"a":[11,35,44],"stochastic":[12],"cell":[13],"simulation":[14],"of":[15,41,63],"an":[16],"epidemic,":[17],"based":[18],"on":[19],"the":[20,54,61,64],"S-I-R":[21],"spread":[22],"model.":[23],"combines":[27],"spatial":[28],"statistics":[29],"ensemble":[31],"filtering":[32],"methodologies":[33],"into":[34],"localized":[36],"computationally":[38],"inexpensive":[39],"version":[40],"with":[43,53],"very":[45],"small":[46],"ensemble,":[47],"it":[49],"further":[51],"combined":[52],"morphing":[55],"assimilate":[58],"changes":[59],"in":[60],"position":[62],"epidemic.":[65]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
