{"id":"https://openalex.org/W3091831028","doi":"https://doi.org/10.15439/2020f107","title":"Sensitivity Study of a Large-Scale Air Pollution Model by Using Optimized Stochastic Algorithm","display_name":"Sensitivity Study of a Large-Scale Air Pollution Model by Using Optimized Stochastic Algorithm","publication_year":2020,"publication_date":"2020-09-26","ids":{"openalex":"https://openalex.org/W3091831028","doi":"https://doi.org/10.15439/2020f107","mag":"3091831028"},"language":"en","primary_location":{"id":"doi:10.15439/2020f107","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2020f107","pdf_url":"https://annals-csis.org/proceedings/2020/drp/pdf/107.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2020/drp/pdf/107.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078762918","display_name":"Venelin Todorov","orcid":"https://orcid.org/0000-0001-7134-5901"},"institutions":[{"id":"https://openalex.org/I24768866","display_name":"Bulgarian Academy of Sciences","ror":"https://ror.org/01x8hew03","country_code":"BG","type":"government","lineage":["https://openalex.org/I24768866"]},{"id":"https://openalex.org/I4210105926","display_name":"Institute of Mathematics and Informatics","ror":"https://ror.org/01b5dy719","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210105926"]},{"id":"https://openalex.org/I4210163063","display_name":"Institute of Information and Communication Technologies","ror":"https://ror.org/05fpsjc82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210163063"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Venelin Todorov","raw_affiliation_strings":["Bulgarian Academy of Sciences Institute of Information and Communication Technologies ul. G. Bonchev 25A, 1113 Sofia, Bulgaria","Bulgarian Academy of Sciences Institute of Mathematics and Informatics ul. G. Bonchev 8, 1113 Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bulgarian Academy of Sciences Institute of Information and Communication Technologies ul. G. Bonchev 25A, 1113 Sofia, Bulgaria","institution_ids":["https://openalex.org/I4210163063","https://openalex.org/I24768866"]},{"raw_affiliation_string":"Bulgarian Academy of Sciences Institute of Mathematics and Informatics ul. G. Bonchev 8, 1113 Sofia, Bulgaria","institution_ids":["https://openalex.org/I24768866","https://openalex.org/I4210105926"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011482920","display_name":"Tzvetan Ostromsky","orcid":"https://orcid.org/0000-0003-2367-6831"},"institutions":[{"id":"https://openalex.org/I24768866","display_name":"Bulgarian Academy of Sciences","ror":"https://ror.org/01x8hew03","country_code":"BG","type":"government","lineage":["https://openalex.org/I24768866"]},{"id":"https://openalex.org/I4210105926","display_name":"Institute of Mathematics and Informatics","ror":"https://ror.org/01b5dy719","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210105926"]},{"id":"https://openalex.org/I4210163063","display_name":"Institute of Information and Communication Technologies","ror":"https://ror.org/05fpsjc82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210163063"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Tzvetan Ostromsky","raw_affiliation_strings":["Bulgarian Academy of Sciences Institute of Mathematics and Informatics ul. G. Bonchev 8, 1113 Sofia, Bulgaria","Bulgarian Academy of Sciences Institute of Information and Communication Technologies ul. G. Bonchev 25A, 1113 Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bulgarian Academy of Sciences Institute of Mathematics and Informatics ul. G. Bonchev 8, 1113 Sofia, Bulgaria","institution_ids":["https://openalex.org/I24768866","https://openalex.org/I4210105926"]},{"raw_affiliation_string":"Bulgarian Academy of Sciences Institute of Information and Communication Technologies ul. G. Bonchev 25A, 1113 Sofia, Bulgaria","institution_ids":["https://openalex.org/I4210163063","https://openalex.org/I24768866"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052736928","display_name":"Ivan Dimov","orcid":"https://orcid.org/0000-0003-4198-5830"},"institutions":[{"id":"https://openalex.org/I24768866","display_name":"Bulgarian Academy of Sciences","ror":"https://ror.org/01x8hew03","country_code":"BG","type":"government","lineage":["https://openalex.org/I24768866"]},{"id":"https://openalex.org/I4210105926","display_name":"Institute of Mathematics and Informatics","ror":"https://ror.org/01b5dy719","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210105926"]},{"id":"https://openalex.org/I4210163063","display_name":"Institute of Information and Communication Technologies","ror":"https://ror.org/05fpsjc82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210163063"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Ivan Dimov","raw_affiliation_strings":["Bulgarian Academy of Sciences Institute of Information and Communication Technologies ul. G. Bonchev 25A, 1113 Sofia, Bulgaria","Bulgarian Academy of Sciences Institute of Mathematics and Informatics ul. G. Bonchev 8, 1113 Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bulgarian Academy of Sciences Institute of Information and Communication Technologies ul. G. Bonchev 25A, 1113 Sofia, Bulgaria","institution_ids":["https://openalex.org/I4210163063","https://openalex.org/I24768866"]},{"raw_affiliation_string":"Bulgarian Academy of Sciences Institute of Mathematics and Informatics ul. G. Bonchev 8, 1113 Sofia, Bulgaria","institution_ids":["https://openalex.org/I24768866","https://openalex.org/I4210105926"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013306341","display_name":"Stefka Fidanova","orcid":"https://orcid.org/0000-0002-8484-5849"},"institutions":[{"id":"https://openalex.org/I24768866","display_name":"Bulgarian Academy of Sciences","ror":"https://ror.org/01x8hew03","country_code":"BG","type":"government","lineage":["https://openalex.org/I24768866"]},{"id":"https://openalex.org/I4210105926","display_name":"Institute of Mathematics and Informatics","ror":"https://ror.org/01b5dy719","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210105926"]},{"id":"https://openalex.org/I4210163063","display_name":"Institute of Information and Communication Technologies","ror":"https://ror.org/05fpsjc82","country_code":"BG","type":"facility","lineage":["https://openalex.org/I24768866","https://openalex.org/I4210163063"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Stefka Fidanova","raw_affiliation_strings":["Bulgarian Academy of Sciences Institute of Information and Communication Technologies ul. G. Bonchev 25A, 1113 Sofia, Bulgaria","Bulgarian Academy of Sciences Institute of Mathematics and Informatics ul. G. Bonchev 8, 1113 Sofia, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bulgarian Academy of Sciences Institute of Information and Communication Technologies ul. G. Bonchev 25A, 1113 Sofia, Bulgaria","institution_ids":["https://openalex.org/I4210163063","https://openalex.org/I24768866"]},{"raw_affiliation_string":"Bulgarian Academy of Sciences Institute of Mathematics and Informatics ul. G. Bonchev 8, 1113 Sofia, Bulgaria","institution_ids":["https://openalex.org/I24768866","https://openalex.org/I4210105926"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8329,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66251198,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"23","issue":null,"first_page":"29","last_page":"32"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.7569000124931335,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12120","display_name":"Air Quality Monitoring and Forecasting","score":0.7569000124931335,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.7697594165802002},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6133039593696594},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5768350958824158},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4353674054145813},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13330215215682983},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.07256898283958435}],"concepts":[{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.7697594165802002},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6133039593696594},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5768350958824158},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4353674054145813},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13330215215682983},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.07256898283958435},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.15439/2020f107","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2020f107","pdf_url":"https://annals-csis.org/proceedings/2020/drp/pdf/107.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:e5207be098f549dd98c29d2940ec3545","is_oa":false,"landing_page_url":"https://doaj.org/article/e5207be098f549dd98c29d2940ec3545","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of computer science and information systems, Vol 23, Pp 29-32 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.15439/2020f107","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2020f107","pdf_url":"https://annals-csis.org/proceedings/2020/drp/pdf/107.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1455352321","display_name":null,"funder_award_id":"DN 12/5","funder_id":"https://openalex.org/F4320321843","funder_display_name":"Bulgarian National Science Fund"},{"id":"https://openalex.org/G3529457108","display_name":null,"funder_award_id":"KP-06-M32/2-17.12.2019","funder_id":"https://openalex.org/F4320321843","funder_display_name":"Bulgarian National Science Fund"},{"id":"https://openalex.org/G4270450181","display_name":null,"funder_award_id":"DN 12/5-2017","funder_id":"https://openalex.org/F4320321843","funder_display_name":"Bulgarian National Science Fund"},{"id":"https://openalex.org/G5802241882","display_name":null,"funder_award_id":"KP-06-M32/2","funder_id":"https://openalex.org/F4320321843","funder_display_name":"Bulgarian National Science Fund"}],"funders":[{"id":"https://openalex.org/F4320321843","display_name":"Bulgarian National Science Fund","ror":"https://ror.org/05eg49r29"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3091831028.pdf","grobid_xml":"https://content.openalex.org/works/W3091831028.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W72011800","https://openalex.org/W95984517","https://openalex.org/W195972211","https://openalex.org/W1510139796","https://openalex.org/W1587086928","https://openalex.org/W1973492181","https://openalex.org/W2023312901","https://openalex.org/W2026645785","https://openalex.org/W2029056135","https://openalex.org/W2162250462","https://openalex.org/W2763584927","https://openalex.org/W2803238718","https://openalex.org/W2908993908","https://openalex.org/W2912244676","https://openalex.org/W3091831028","https://openalex.org/W4237151101","https://openalex.org/W4381304672"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461"],"abstract_inverted_index":{"In":[0],"this":[1,38],"work":[2],"a":[3],"systematic":[4],"procedure":[5],"for":[6],"multidimensional":[7],"sensitivity":[8,59],"analysis":[9],"in":[10,34],"the":[11,42,58,66,74],"area":[12],"of":[13,41,60,63,65],"air":[14,69],"pollution":[15],"modeling":[16],"by":[17],"an":[18,90],"optimized":[19],"latin":[20,94],"hypercube":[21,95],"sampling":[22,96],"has":[23,97],"been":[24,98],"done.":[25],"The":[26,86],"Unified":[27],"Danish":[28],"Eulerian":[29],"Model":[30],"(UNI-DEM)":[31],"is":[32,39],"used":[33],"our":[35],"investigation,":[36],"because":[37],"one":[40],"most":[43,67],"advanced":[44],"largescale":[45],"mathematical":[46],"models":[47],"that":[48],"describes":[49],"adequately":[50],"all":[51],"physical":[52],"and":[53,78,93],"chemical":[54,83],"processes.":[55],"We":[56],"study":[57],"concentration":[61],"variations":[62],"some":[64,82],"dangerous":[68],"pollutants":[70],"with":[71,79,89],"respect":[72,80],"to":[73,81],"anthropogenic":[75],"emissions":[76],"levels":[77],"reactions":[84],"rates.":[85],"results":[87],"obtained":[88],"adaptive":[91],"approach":[92],"discussed.":[99]},"counts_by_year":[{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
