{"id":"https://openalex.org/W2138152834","doi":"https://doi.org/10.1177/0037549705052230","title":"Specification of Discrete Event Models for Fire Spreading","display_name":"Specification of Discrete Event Models for Fire Spreading","publication_year":2005,"publication_date":"2005-02-01","ids":{"openalex":"https://openalex.org/W2138152834","doi":"https://doi.org/10.1177/0037549705052230","mag":"2138152834"},"language":"en","primary_location":{"id":"doi:10.1177/0037549705052230","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549705052230","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},"type":"article","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/A5010933281","display_name":"Alexandre Muzy","orcid":"https://orcid.org/0000-0002-8594-1672"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I138816502","display_name":"Universit\u00e9 de Corse Pascal Paoli","ror":"https://ror.org/050ra0n32","country_code":"FR","type":"education","lineage":["https://openalex.org/I138816502"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Alexandre Muzy","raw_affiliation_strings":["Fire Computer Modeling & Simulation, University of Corsica, SPE-UMR CNRS 6134, B.P. 52, Campus Grossetti, 20250 Corti. France,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fire Computer Modeling & Simulation, University of Corsica, SPE-UMR CNRS 6134, B.P. 52, Campus Grossetti, 20250 Corti. France,","institution_ids":["https://openalex.org/I138816502","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079168049","display_name":"Eric Innocenti","orcid":"https://orcid.org/0000-0003-0074-4299"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I138816502","display_name":"Universit\u00e9 de Corse Pascal Paoli","ror":"https://ror.org/050ra0n32","country_code":"FR","type":"education","lineage":["https://openalex.org/I138816502"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Eric Innocenti","raw_affiliation_strings":["Fire Computer Modeling & Simulation, University of Corsica, SPE-UMR CNRS 6134, B.P. 52, Campus Grossetti, 20250 Corti. France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fire Computer Modeling & Simulation, University of Corsica, SPE-UMR CNRS 6134, B.P. 52, Campus Grossetti, 20250 Corti. France","institution_ids":["https://openalex.org/I138816502","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084617754","display_name":"Antoine A\u0131\u0308ello","orcid":"https://orcid.org/0000-0002-5930-0302"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I138816502","display_name":"Universit\u00e9 de Corse Pascal Paoli","ror":"https://ror.org/050ra0n32","country_code":"FR","type":"education","lineage":["https://openalex.org/I138816502"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Antoine Aiello","raw_affiliation_strings":["Fire Computer Modeling & Simulation, University of Corsica, SPE-UMR CNRS 6134, B.P. 52, Campus Grossetti, 20250 Corti. France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fire Computer Modeling & Simulation, University of Corsica, SPE-UMR CNRS 6134, B.P. 52, Campus Grossetti, 20250 Corti. France","institution_ids":["https://openalex.org/I138816502","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082947178","display_name":"Jean-Fran\u00e7ois Santucci","orcid":"https://orcid.org/0000-0002-9143-532X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I138816502","display_name":"Universit\u00e9 de Corse Pascal Paoli","ror":"https://ror.org/050ra0n32","country_code":"FR","type":"education","lineage":["https://openalex.org/I138816502"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Fran\u00e7ois Santucci","raw_affiliation_strings":["Fire Computer Modeling & Simulation, University of Corsica, SPE-UMR CNRS 6134, B.P. 52, Campus Grossetti, 20250 Corti. France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fire Computer Modeling & Simulation, University of Corsica, SPE-UMR CNRS 6134, B.P. 52, Campus Grossetti, 20250 Corti. France","institution_ids":["https://openalex.org/I138816502","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030054278","display_name":"Gabriel Wainer","orcid":"https://orcid.org/0000-0003-3366-9184"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Gabriel Wainer","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, 4456                         Mackenzie Building, 1125 Colonel By Drive, Ottawa, Ontario K1S 5B6, Canada","Department of Systems and Computer Engineering, Carleton University, 4456 Mackenzie Building, 1125 Colonel By Drive, Ottawa, Ontario K1S 5B6, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, 4456                         Mackenzie Building, 1125 Colonel By Drive, Ottawa, Ontario K1S 5B6, Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, 4456 Mackenzie Building, 1125 Colonel By Drive, Ottawa, Ontario K1S 5B6, Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5010933281"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I138816502"],"apc_list":null,"apc_paid":null,"fwci":7.6026,"has_fulltext":false,"cited_by_count":38,"citation_normalized_percentile":{"value":0.97461871,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"81","issue":"2","first_page":"103","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10974","display_name":"Advanced Queuing Theory Analysis","score":0.9448999762535095,"subfield":{"id":"https://openalex.org/subfields/1404","display_name":"Management Information Systems"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/devs","display_name":"DEVS","score":0.9252313375473022},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7328387498855591},{"id":"https://openalex.org/keywords/discrete-event-simulation","display_name":"Discrete event simulation","score":0.6569185853004456},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.5361170172691345},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.45132628083229065},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4486982524394989},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.42297008633613586},{"id":"https://openalex.org/keywords/modeling-and-simulation","display_name":"Modeling and simulation","score":0.38859695196151733},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.31489986181259155},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.10943040251731873},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08121523261070251}],"concepts":[{"id":"https://openalex.org/C68757728","wikidata":"https://www.wikidata.org/wiki/Q911082","display_name":"DEVS","level":3,"score":0.9252313375473022},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7328387498855591},{"id":"https://openalex.org/C147203929","wikidata":"https://www.wikidata.org/wiki/Q574814","display_name":"Discrete event simulation","level":2,"score":0.6569185853004456},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.5361170172691345},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.45132628083229065},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4486982524394989},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.42297008633613586},{"id":"https://openalex.org/C167343916","wikidata":"https://www.wikidata.org/wiki/Q6888384","display_name":"Modeling and simulation","level":2,"score":0.38859695196151733},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.31489986181259155},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.10943040251731873},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08121523261070251},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/0037549705052230","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549705052230","pdf_url":null,"source":{"id":"https://openalex.org/S32573412","display_name":"SIMULATION","issn_l":"0037-5497","issn":["0037-5497","1741-3133"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SIMULATION","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.598.1664","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.598.1664","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://msdl.cs.mcgill.ca/people/muzy/Publications/Simulation03.pdf","raw_type":"text"},{"id":"pmh:oai:HAL:hal-00177303v1","is_oa":false,"landing_page_url":"https://hal.science/hal-00177303","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SIMULATION: Transactions of The Society for Modeling and Simulation International, 2005, 81 (2), pp.103-118","raw_type":"Journal articles"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W37217007","https://openalex.org/W93983318","https://openalex.org/W602866140","https://openalex.org/W1488895196","https://openalex.org/W1503477597","https://openalex.org/W1513303009","https://openalex.org/W1554646488","https://openalex.org/W1979825878","https://openalex.org/W1995569025","https://openalex.org/W1997043845","https://openalex.org/W2001598892","https://openalex.org/W2013131777","https://openalex.org/W2020672229","https://openalex.org/W2031427874","https://openalex.org/W2036378865","https://openalex.org/W2036447495","https://openalex.org/W2051716701","https://openalex.org/W2059564548","https://openalex.org/W2104293976","https://openalex.org/W2130733248","https://openalex.org/W2146806334","https://openalex.org/W2146909240","https://openalex.org/W2162769975","https://openalex.org/W2168292089","https://openalex.org/W2172085765","https://openalex.org/W2612047037","https://openalex.org/W2613378277","https://openalex.org/W2617856827","https://openalex.org/W4205636972","https://openalex.org/W4210492122","https://openalex.org/W4285719527","https://openalex.org/W4309447643"],"related_works":["https://openalex.org/W2248184567","https://openalex.org/W1602403167","https://openalex.org/W2120785414","https://openalex.org/W2057670835","https://openalex.org/W2911373778","https://openalex.org/W2887867580","https://openalex.org/W4242351822","https://openalex.org/W3148871973","https://openalex.org/W4287831525","https://openalex.org/W2153976870"],"abstract_inverted_index":{"The":[0,87],"fire-spreading":[1],"phenomenon":[2],"is":[3,22],"highly":[4],"complex,":[5],"and":[6,40,110],"existing":[7],"mathematical":[8,42],"models":[9,43,125],"of":[10,19,36,126,141],"fire":[11,32,69,127,142],"are":[12,44],"so":[13],"complex":[14],"themselves":[15],"that":[16],"any":[17],"possibility":[18],"analytical":[20],"solution":[21],"precluded.":[23],"Instead,":[24],"there":[25],"has":[26],"been":[27],"some":[28],"success":[29],"when":[30],"studying":[31],"spread":[33],"by":[34],"means":[35],"simulation.":[37],"However,":[38],"precise":[39],"reliable":[41],"still":[45],"under":[46],"development.":[47],"They":[48,100,129],"require":[49],"extensive":[50],"computing":[51],"resources,":[52],"being":[53],"adequate":[54],"to":[55,64,72,83,95,121,132],"run":[56],"in":[57],"batch":[58],"mode":[59],"but":[60],"making":[61],"it":[62],"difficult":[63],"meet":[65],"real-time":[66],"deadlines.":[67],"As":[68],"scientists":[70],"need":[71],"learn":[73],"about":[74],"the":[75,104,139],"problem":[76],"domain":[77],"through":[78],"experimentation,":[79],"simulation":[80,112,124],"software":[81],"needs":[82],"be":[84],"easily":[85],"modified.":[86],"authors":[88],"used":[89],"different":[90],"discrete":[91],"event":[92],"modeling":[93],"techniques":[94,136],"deal":[96],"with":[97],"these":[98,135],"problems.":[99],"have":[101],"qualitatively":[102],"compared":[103],"Discrete":[105],"Event":[106],"System":[107],"Specification":[108],"(DEVS)":[109],"Cell-DEVS":[111],"results":[113],"against":[114],"controlled":[115],"laboratory":[116],"experiments,":[117],"which":[118],"allowed":[119],"them":[120],"validate":[122],"both":[123],"spread.":[128],"were":[130],"able":[131],"show":[133],"how":[134],"can":[137],"improve":[138],"definition":[140],"models.":[143]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}