{"id":"https://openalex.org/W2094686365","doi":"https://doi.org/10.1177/0037549703255638","title":"A Mesoscopic Approach to the Simulation of Semiconductor Supply Chains","display_name":"A Mesoscopic Approach to the Simulation of Semiconductor Supply Chains","publication_year":2003,"publication_date":"2003-03-01","ids":{"openalex":"https://openalex.org/W2094686365","doi":"https://doi.org/10.1177/0037549703255638","mag":"2094686365"},"language":"en","primary_location":{"id":"doi:10.1177/0037549703255638","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549703255638","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/A5110185509","display_name":"Dan Marthaler","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dan Marthaler","raw_affiliation_strings":["Department of Mathematics Arizona State University Tempe, AZ 85287-1804","Department of Mathematics, Arizona State University, Tempe, AZ 85287-1804"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics Arizona State University Tempe, AZ 85287-1804","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Department of Mathematics, Arizona State University, Tempe, AZ 85287-1804","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023824004","display_name":"Dieter Armbruster","orcid":"https://orcid.org/0000-0001-9681-9173"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dieter Armbruster","raw_affiliation_strings":["Department of Mathematics Arizona State University Tempe, AZ 85287-1804,","Department of Mathematics, Arizona State University, Tempe, AZ 85287-1804"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics Arizona State University Tempe, AZ 85287-1804,","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Department of Mathematics, Arizona State University, Tempe, AZ 85287-1804","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110032299","display_name":"Christian Ringhofer","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christian Ringhofer","raw_affiliation_strings":["Department of Mathematics Arizona State University Tempe, AZ 85287-1804","Department of Mathematics, Arizona State University, Tempe, AZ 85287-1804"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mathematics Arizona State University Tempe, AZ 85287-1804","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Department of Mathematics, Arizona State University, Tempe, AZ 85287-1804","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5023824004"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":4.0952,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.93174324,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"79","issue":"3","first_page":"157","last_page":"162"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9660000205039978,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9660000205039978,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11829","display_name":"Mathematical Biology Tumor Growth","score":0.9207000136375427,"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/conservation-law","display_name":"Conservation law","score":0.7848155498504639},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.7121168375015259},{"id":"https://openalex.org/keywords/mesoscopic-physics","display_name":"Mesoscopic physics","score":0.6763510704040527},{"id":"https://openalex.org/keywords/partial-differential-equation","display_name":"Partial differential equation","score":0.6200454831123352},{"id":"https://openalex.org/keywords/reentrancy","display_name":"Reentrancy","score":0.6127831935882568},{"id":"https://openalex.org/keywords/supply-chain","display_name":"Supply chain","score":0.5982761979103088},{"id":"https://openalex.org/keywords/hyperbolic-partial-differential-equation","display_name":"Hyperbolic partial differential equation","score":0.5810182690620422},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4844496250152588},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4826505780220032},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.4665747582912445},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.44955310225486755},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3903108537197113},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.34651386737823486},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2794781029224396},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.24864089488983154},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.14187520742416382},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.13563215732574463},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.10479888319969177}],"concepts":[{"id":"https://openalex.org/C3445786","wikidata":"https://www.wikidata.org/wiki/Q205805","display_name":"Conservation law","level":2,"score":0.7848155498504639},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.7121168375015259},{"id":"https://openalex.org/C177731217","wikidata":"https://www.wikidata.org/wiki/Q2622244","display_name":"Mesoscopic physics","level":2,"score":0.6763510704040527},{"id":"https://openalex.org/C93779851","wikidata":"https://www.wikidata.org/wiki/Q271977","display_name":"Partial differential equation","level":2,"score":0.6200454831123352},{"id":"https://openalex.org/C161406801","wikidata":"https://www.wikidata.org/wiki/Q963635","display_name":"Reentrancy","level":2,"score":0.6127831935882568},{"id":"https://openalex.org/C108713360","wikidata":"https://www.wikidata.org/wiki/Q1824206","display_name":"Supply chain","level":2,"score":0.5982761979103088},{"id":"https://openalex.org/C111615704","wikidata":"https://www.wikidata.org/wiki/Q2627459","display_name":"Hyperbolic partial differential equation","level":3,"score":0.5810182690620422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4844496250152588},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4826505780220032},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4665747582912445},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.44955310225486755},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3903108537197113},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.34651386737823486},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2794781029224396},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.24864089488983154},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.14187520742416382},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.13563215732574463},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.10479888319969177},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"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":2,"locations":[{"id":"doi:10.1177/0037549703255638","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0037549703255638","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:10.1.1.1013.8409","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1013.8409","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://sim.sagepub.com/content/79/3/157.full.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320307102","display_name":"Intel Corporation","ror":"https://ror.org/01ek73717"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W825634189","https://openalex.org/W2034976587","https://openalex.org/W2089260460","https://openalex.org/W2109341366"],"related_works":["https://openalex.org/W2066764747","https://openalex.org/W3143691993","https://openalex.org/W2177300204","https://openalex.org/W4254441412","https://openalex.org/W2021862882","https://openalex.org/W161810272","https://openalex.org/W2969693569","https://openalex.org/W3118471514","https://openalex.org/W2069661783","https://openalex.org/W2609974967"],"abstract_inverted_index":{"Production":[0],"flows":[1],"through":[2,6,58],"factories":[3],"are":[4],"modeled":[5],"conservation":[7,25],"laws":[8,26],"leading":[9],"to":[10,54,61,111],"nonlinear":[11],"hyperbolic":[12,66],"partial":[13],"differential":[14],"equations":[15],"(PDEs).":[16],"For":[17,38],"a":[18,41,47,63,92,96,103],"linear":[19,104],"production":[20,113],"line,":[21],"models":[22,70],"based":[23],"on":[24],"can":[27,71],"be":[28],"derived":[29],"from":[30,35],"first":[31],"principles,":[32],"using":[33],"methods":[34],"gas":[36],"dynamics.":[37],"reentrant":[39,97],"manufacturing,":[40],"heuristic":[42],"model":[43],"is":[44,115],"presented":[45],"merging":[46],"nonlocal":[48,65],"state":[49],"equation":[50],"relating":[51],"throughput":[52],"time":[53],"work":[55],"in":[56],"progress":[57],"Little\u2019s":[59],"law":[60],"produce":[62],"nonlinear,":[64],"PDE.":[67],"These":[68],"two":[69],"serve":[72],"as":[73],"the":[74,81,109],"building":[75],"blocks":[76],"of":[77,80,83,95,108],"fast":[78],"simulations":[79,90],"dynamics":[82],"capacity-limited":[84],"supply":[85],"chains.":[86],"The":[87,106],"authors":[88],"present":[89],"for":[91],"chain":[93],"consisting":[94],"module,":[98],"followed":[99],"and":[100],"preceded":[101],"by":[102],"module.":[105],"response":[107],"system":[110],"various":[112],"scenarios":[114],"discussed.":[116]},"counts_by_year":[{"year":2016,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}