{"id":"https://openalex.org/W4317815166","doi":"https://doi.org/10.1109/wsc57314.2022.10015369","title":"A Tutorial on How to Set Up a System Dynamics Simulation on the Example of Covid-19 Pandemic","display_name":"A Tutorial on How to Set Up a System Dynamics Simulation on the Example of Covid-19 Pandemic","publication_year":2022,"publication_date":"2022-12-11","ids":{"openalex":"https://openalex.org/W4317815166","doi":"https://doi.org/10.1109/wsc57314.2022.10015369"},"language":"en","primary_location":{"id":"doi:10.1109/wsc57314.2022.10015369","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc57314.2022.10015369","pdf_url":null,"source":{"id":"https://openalex.org/S4363607869","display_name":"2022 Winter Simulation Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Winter Simulation Conference (WSC)","raw_type":"proceedings-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/A5001354863","display_name":"Stina Dellas","orcid":null},"institutions":[{"id":"https://openalex.org/I137594350","display_name":"Infineon Technologies (Germany)","ror":"https://ror.org/005kw6t15","country_code":"DE","type":"company","lineage":["https://openalex.org/I137594350"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stina Dellas","raw_affiliation_strings":["Infineon Technologies AG, Supply Chain Innovation,Neubiberg,Germany,85579"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Infineon Technologies AG, Supply Chain Innovation,Neubiberg,Germany,85579","institution_ids":["https://openalex.org/I137594350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001396538","display_name":"Abdelgafar Ismail","orcid":null},"institutions":[{"id":"https://openalex.org/I137594350","display_name":"Infineon Technologies (Germany)","ror":"https://ror.org/005kw6t15","country_code":"DE","type":"company","lineage":["https://openalex.org/I137594350"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Abdelgafar Ismail","raw_affiliation_strings":["Infineon Technologies AG, Supply Chain Innovation,Neubiberg,Germany,85579"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Infineon Technologies AG, Supply Chain Innovation,Neubiberg,Germany,85579","institution_ids":["https://openalex.org/I137594350"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108643318","display_name":"Hans Ehm","orcid":null},"institutions":[{"id":"https://openalex.org/I137594350","display_name":"Infineon Technologies (Germany)","ror":"https://ror.org/005kw6t15","country_code":"DE","type":"company","lineage":["https://openalex.org/I137594350"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hans Ehm","raw_affiliation_strings":["Infineon Technologies AG, Supply Chain Innovation,Neubiberg,Germany,85579"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Infineon Technologies AG, Supply Chain Innovation,Neubiberg,Germany,85579","institution_ids":["https://openalex.org/I137594350"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064042951","display_name":"Anna Hartwick","orcid":null},"institutions":[{"id":"https://openalex.org/I137594350","display_name":"Infineon Technologies (Germany)","ror":"https://ror.org/005kw6t15","country_code":"DE","type":"company","lineage":["https://openalex.org/I137594350"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anna Hartwick","raw_affiliation_strings":["Infineon Technologies AG, Supply Chain Innovation,Neubiberg,Germany,85579"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Infineon Technologies AG, Supply Chain Innovation,Neubiberg,Germany,85579","institution_ids":["https://openalex.org/I137594350"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.30015881,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"253","last_page":"267"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11810","display_name":"Complex Systems and Decision Making","score":0.9521999955177307,"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/T11810","display_name":"Complex Systems and Decision Making","score":0.9521999955177307,"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/T11864","display_name":"Supply Chain Resilience and Risk Management","score":0.9478999972343445,"subfield":{"id":"https://openalex.org/subfields/1408","display_name":"Strategy and Management"},"field":{"id":"https://openalex.org/fields/14","display_name":"Business, Management and Accounting"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9128999710083008,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.7692371606826782},{"id":"https://openalex.org/keywords/system-dynamics","display_name":"System dynamics","score":0.7405518293380737},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.6681777834892273},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6489668488502502},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5621933937072754},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.5224348902702332},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.49525824189186096},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.49422934651374817},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.46871012449264526},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.4263097047805786},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.39074257016181946},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3724592924118042},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.235061913728714},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16867953538894653},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16572758555412292},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.09924870729446411},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.0808711051940918},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.07399609684944153}],"concepts":[{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.7692371606826782},{"id":"https://openalex.org/C77405623","wikidata":"https://www.wikidata.org/wiki/Q598451","display_name":"System dynamics","level":2,"score":0.7405518293380737},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.6681777834892273},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6489668488502502},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5621933937072754},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.5224348902702332},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.49525824189186096},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.49422934651374817},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.46871012449264526},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.4263097047805786},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.39074257016181946},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3724592924118042},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.235061913728714},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16867953538894653},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16572758555412292},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.09924870729446411},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0808711051940918},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.07399609684944153},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/wsc57314.2022.10015369","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/wsc57314.2022.10015369","pdf_url":null,"source":{"id":"https://openalex.org/S4363607869","display_name":"2022 Winter Simulation Conference (WSC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 Winter Simulation Conference (WSC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1815823489","https://openalex.org/W2001484995","https://openalex.org/W2988934653","https://openalex.org/W3015759376","https://openalex.org/W3017787557","https://openalex.org/W3033102011","https://openalex.org/W3200157219"],"related_works":["https://openalex.org/W4211139642","https://openalex.org/W2181721856","https://openalex.org/W1605612507","https://openalex.org/W2381418473","https://openalex.org/W2131410810","https://openalex.org/W2025879371","https://openalex.org/W2032986081","https://openalex.org/W1502305485","https://openalex.org/W326831310","https://openalex.org/W826886275"],"abstract_inverted_index":{"The":[0,101],"Covid-19":[1,96],"virus":[2],"has":[3],"substantially":[4],"transformed":[5],"many":[6],"aspects":[7],"of":[8,43,59,64,73,80],"life,":[9],"impacted":[10],"industries,":[11],"and":[12,29,46,62,112],"revolutionized":[13],"supply":[14,78],"chains":[15],"all":[16],"over":[17],"the":[18,44,60,71,74,77,87,95],"world.":[19],"System":[20],"dynamics":[21,63,89,114],"modeling,":[22],"which":[23],"incorporates":[24],"systems":[25],"thinking":[26],"to":[27],"understand":[28],"map":[30],"complex":[31],"events":[32],"as":[33,35,104],"well":[34],"correlations,":[36],"can":[37],"aid":[38],"in":[39],"predicting":[40],"future":[41],"outcomes":[42],"pandemic":[45,75,97],"generate":[47],"key":[48],"learnings.":[49],"As":[50],"system":[51,88,113],"dynamic":[52],"modeling":[53],"allows":[54],"for":[55,94,108],"a":[56,105],"deeper":[57],"understanding":[58],"manifestation":[61],"disease,":[65],"it":[66],"was":[67,92],"helpful":[68],"when":[69],"examining":[70],"implications":[72],"on":[76],"chain":[79],"semiconductor":[81],"companies.":[82],"This":[83],"tutorial":[84],"describes":[85],"how":[86],"simulation":[90],"model":[91,102],"constructed":[93],"using":[98],"AnyLogic":[99],"Software.":[100],"serves":[103],"general":[106],"foundation":[107],"further":[109],"epidemiological":[110],"simulations":[111],"modeling.":[115]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}