{"id":"https://openalex.org/W7127306137","doi":"https://doi.org/10.1007/s10588-025-09416-2","title":"Preserving universal mobility scaling laws with the human flow electrical circuit model","display_name":"Preserving universal mobility scaling laws with the human flow electrical circuit model","publication_year":2026,"publication_date":"2026-02-04","ids":{"openalex":"https://openalex.org/W7127306137","doi":"https://doi.org/10.1007/s10588-025-09416-2"},"language":"en","primary_location":{"id":"doi:10.1007/s10588-025-09416-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10588-025-09416-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10588-025-09416-2.pdf","source":{"id":"https://openalex.org/S47778307","display_name":"Computational and Mathematical Organization Theory","issn_l":"1381-298X","issn":["1381-298X","1572-9346"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"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":"Computational and Mathematical Organization Theory","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10588-025-09416-2.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5124887299","display_name":"Yohei Shida","orcid":null},"institutions":[{"id":"https://openalex.org/I146399215","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07","country_code":"JP","type":"education","lineage":["https://openalex.org/I146399215"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yohei Shida","raw_affiliation_strings":["University of Tsukuba, Tsukuba, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Tsukuba, Tsukuba, Japan","institution_ids":["https://openalex.org/I146399215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097399264","display_name":"\u9ad8\u5b89 \u79c0\u6a39","orcid":null},"institutions":[{"id":"https://openalex.org/I4400009020","display_name":"Institute of Science Tokyo","ror":"https://ror.org/05dqf9946","country_code":null,"type":"education","lineage":["https://openalex.org/I4400009020"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hideki Takayasu","raw_affiliation_strings":["Institute of Science Tokyo, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Science Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I4400009020"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5124908851","display_name":"Misako Takayasu","orcid":null},"institutions":[{"id":"https://openalex.org/I4400009020","display_name":"Institute of Science Tokyo","ror":"https://ror.org/05dqf9946","country_code":null,"type":"education","lineage":["https://openalex.org/I4400009020"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Misako Takayasu","raw_affiliation_strings":["Institute of Science Tokyo, Tokyo, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Science Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I4400009020"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5124908851"],"corresponding_institution_ids":["https://openalex.org/I4400009020"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07775357,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"32","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.37059998512268066,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.37059998512268066,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.1445000022649765,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.07360000163316727,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.6358000040054321},{"id":"https://openalex.org/keywords/flow","display_name":"Flow (mathematics)","score":0.5788000226020813},{"id":"https://openalex.org/keywords/fractal","display_name":"Fractal","score":0.5619999766349792},{"id":"https://openalex.org/keywords/mobility-model","display_name":"Mobility model","score":0.5167999863624573},{"id":"https://openalex.org/keywords/resistive-touchscreen","display_name":"Resistive touchscreen","score":0.49880000948905945},{"id":"https://openalex.org/keywords/scaling-law","display_name":"Scaling law","score":0.49559998512268066},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.48890000581741333},{"id":"https://openalex.org/keywords/electrical-network","display_name":"Electrical network","score":0.4514000117778778}],"concepts":[{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.6358000040054321},{"id":"https://openalex.org/C38349280","wikidata":"https://www.wikidata.org/wiki/Q1434290","display_name":"Flow (mathematics)","level":2,"score":0.5788000226020813},{"id":"https://openalex.org/C40636538","wikidata":"https://www.wikidata.org/wiki/Q81392","display_name":"Fractal","level":2,"score":0.5619999766349792},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5432999730110168},{"id":"https://openalex.org/C191485582","wikidata":"https://www.wikidata.org/wiki/Q6887309","display_name":"Mobility model","level":2,"score":0.5167999863624573},{"id":"https://openalex.org/C6899612","wikidata":"https://www.wikidata.org/wiki/Q852911","display_name":"Resistive touchscreen","level":2,"score":0.49880000948905945},{"id":"https://openalex.org/C2988430800","wikidata":"https://www.wikidata.org/wiki/Q428971","display_name":"Scaling law","level":3,"score":0.49559998512268066},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.48890000581741333},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.48010000586509705},{"id":"https://openalex.org/C196796808","wikidata":"https://www.wikidata.org/wiki/Q132629","display_name":"Electrical network","level":2,"score":0.4514000117778778},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4223000109195709},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4115000069141388},{"id":"https://openalex.org/C114809511","wikidata":"https://www.wikidata.org/wiki/Q1412924","display_name":"Flow network","level":2,"score":0.38999998569488525},{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.3734999895095825},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3465000092983246},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.3264000117778778},{"id":"https://openalex.org/C109007969","wikidata":"https://www.wikidata.org/wiki/Q749565","display_name":"Structural basin","level":2,"score":0.31040000915527344},{"id":"https://openalex.org/C133199616","wikidata":"https://www.wikidata.org/wiki/Q25386885","display_name":"Empirical modelling","level":2,"score":0.30300000309944153},{"id":"https://openalex.org/C1014953","wikidata":"https://www.wikidata.org/wiki/Q7894135","display_name":"Universal law","level":2,"score":0.2913999855518341},{"id":"https://openalex.org/C2777489503","wikidata":"https://www.wikidata.org/wiki/Q7698936","display_name":"Temporal scales","level":2,"score":0.2840000092983246},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.2773999869823456},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2597000002861023},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.25929999351501465},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.2565000057220459},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.2508000135421753},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10588-025-09416-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10588-025-09416-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10588-025-09416-2.pdf","source":{"id":"https://openalex.org/S47778307","display_name":"Computational and Mathematical Organization Theory","issn_l":"1381-298X","issn":["1381-298X","1572-9346"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"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":"Computational and Mathematical Organization Theory","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s10588-025-09416-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10588-025-09416-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10588-025-09416-2.pdf","source":{"id":"https://openalex.org/S47778307","display_name":"Computational and Mathematical Organization Theory","issn_l":"1381-298X","issn":["1381-298X","1572-9346"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"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":"Computational and Mathematical Organization Theory","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5921369194984436,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G4622227835","display_name":"Establishment of human mobility science based on GPS big data","funder_award_id":"18H01656","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"},{"id":"https://openalex.org/G915550340","display_name":null,"funder_award_id":"22H01711","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320323954","display_name":"University of Tsukuba","ror":"https://ror.org/02956yf07"},{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"},{"id":"https://openalex.org/F4320336776","display_name":"Institute of Innovative Research, Tokyo Institute of Technology","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7127306137.pdf","grobid_xml":"https://content.openalex.org/works/W7127306137.grobid-xml"},"referenced_works_count":18,"referenced_works":["https://openalex.org/W1982300822","https://openalex.org/W1987228002","https://openalex.org/W2013598124","https://openalex.org/W2056284729","https://openalex.org/W2090978188","https://openalex.org/W2970090621","https://openalex.org/W3098208509","https://openalex.org/W3110788813","https://openalex.org/W3206822571","https://openalex.org/W3214685769","https://openalex.org/W3217016897","https://openalex.org/W4282915749","https://openalex.org/W4283206442","https://openalex.org/W4283796642","https://openalex.org/W4382989325","https://openalex.org/W4399546217","https://openalex.org/W4399600803","https://openalex.org/W4408106403"],"related_works":[],"abstract_inverted_index":{"Understanding":[0],"human":[1,24],"mobility":[2,85,127],"at":[3],"the":[4,46,58,63,91,119,122],"urban":[5,144],"scale":[6],"is":[7],"essential":[8],"for":[9,141],"modeling":[10],"traffic":[11],"and":[12,68,104,109,147],"evaluating":[13],"infrastructure":[14],"resilience.":[15],"The":[16],"Human":[17],"Flow":[18],"Electrical":[19],"Circuit":[20],"Model,":[21],"which":[22],"represents":[23],"movement":[25],"as":[26,137],"a":[27,30,138],"current":[28],"through":[29],"resistive":[31],"spatial":[32,110,123],"network,":[33],"has":[34],"been":[35],"proposed":[36],"to":[37,78,150],"capture":[38],"intra-urban":[39,126],"mobility.":[40],"However,":[41],"whether":[42],"this":[43],"model":[44,92,120],"preserves":[45],"universal":[47,130],"statistical":[48],"properties":[49],"observed":[50],"in":[51,83],"empirical":[52,95],"data":[53],"remains":[54],"unverified.":[55],"We":[56],"assessed":[57],"model\u2019s":[59],"validity":[60],"by":[61],"deriving":[62],"flow":[64,145],"from":[65],"potential":[66,80,136],"gradients":[67],"applying":[69],"Drainage":[70],"Basin":[71],"Analysis,":[72],"one":[73],"of":[74,100,112,125],"several":[75],"approaches":[76],"used":[77],"explore":[79],"scaling":[81,131],"patterns":[82],"GPS-based":[84],"data.":[86],"Our":[87],"results":[88],"show":[89],"that":[90,118],"reproduces":[93],"key":[94],"features,":[96],"including":[97],"power-law":[98],"distributions":[99],"drainage":[101],"basin":[102],"sizes":[103],"populations,":[105],"consistent":[106],"fractal":[107],"dimensions,":[108],"decay":[111],"population":[113],"density.":[114],"These":[115],"findings":[116],"suggest":[117],"captures":[121],"organization":[124],"while":[128],"maintaining":[129],"behavior.":[132],"This":[133],"supports":[134],"its":[135],"theoretical":[139],"framework":[140],"analyzing":[142],"complex":[143],"systems":[146],"their":[148],"responses":[149],"disruptions.":[151]},"counts_by_year":[],"updated_date":"2026-08-18T07:49:30.821534","created_date":"2026-02-04T00:00:00"}
