{"id":"https://openalex.org/W7225238575","doi":"https://doi.org/10.5281/zenodo.23934803","title":"The Principle of Ontological Statistical Convergence: Physical Statistical Convergence Laws in Deterministic Causal Systems","display_name":"The Principle of Ontological Statistical Convergence: Physical Statistical Convergence Laws in Deterministic Causal Systems","publication_year":2026,"publication_date":"2026-11-04","ids":{"openalex":"https://openalex.org/W7225238575","doi":"https://doi.org/10.5281/zenodo.23934803"},"language":"en","primary_location":{"id":"doi:10.5281/zenodo.23934803","doi":"https://doi.org/10.5281/zenodo.23934803","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23934803","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"volume":null,"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.5281/zenodo.23934803","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000220067","display_name":"Jiale Wu","orcid":"https://orcid.org/0009-0000-3202-9869","observed_orcids":["https://orcid.org/0009-0000-3202-9869"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"wu, jiale","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5000220067"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13500","display_name":"Probability and Statistical Research","score":0.45089998841285706,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13500","display_name":"Probability and Statistical Research","score":0.45089998841285706,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10622","display_name":"Quantum Mechanics and Applications","score":0.20149999856948853,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10778","display_name":"Philosophy of Biology and Scientific Explanation","score":0.1597999930381775,"subfield":{"id":"https://openalex.org/subfields/1207","display_name":"History and Philosophy of Science"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/law-of-large-numbers","display_name":"law of large numbers","score":0.843999981880188},{"id":"https://openalex.org/keywords/intrinsic-randomness","display_name":"intrinsic randomness","score":0.8730000257492065},{"id":"https://openalex.org/keywords/sample-size-effects","display_name":"sample size effects","score":0.5170000195503235}],"concepts":[{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.8073999881744385},{"id":"https://openalex.org/C194583477","wikidata":"https://www.wikidata.org/wiki/Q408891","display_name":"Physical law","level":2,"score":0.6585000157356262},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.5213000178337097},{"id":"https://openalex.org/C167729594","wikidata":"https://www.wikidata.org/wiki/Q17736","display_name":"Axiom","level":2,"score":0.511900007724762},{"id":"https://openalex.org/C116672817","wikidata":"https://www.wikidata.org/wiki/Q1454986","display_name":"Physical system","level":2,"score":0.5038999915122986},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.5020999908447266},{"id":"https://openalex.org/C130327152","wikidata":"https://www.wikidata.org/wiki/Q748349","display_name":"Mathematical structure","level":2,"score":0.4742000102996826},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.4496000111103058},{"id":"https://openalex.org/C50335755","wikidata":"https://www.wikidata.org/wiki/Q483247","display_name":"Phenomenon","level":2,"score":0.4431999921798706},{"id":"https://openalex.org/C185767445","wikidata":"https://www.wikidata.org/wiki/Q207952","display_name":"Law of large numbers","level":3,"score":0.4262999892234802},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4018999934196472},{"id":"https://openalex.org/C2777686260","wikidata":"https://www.wikidata.org/wiki/Q144037","display_name":"Calculus (dental)","level":2,"score":0.36970001459121704},{"id":"https://openalex.org/C2780704645","wikidata":"https://www.wikidata.org/wiki/Q9251458","display_name":"Observer (physics)","level":2,"score":0.3578000068664551},{"id":"https://openalex.org/C111806380","wikidata":"https://www.wikidata.org/wiki/Q81745","display_name":"Classical physics","level":3,"score":0.34880000352859497},{"id":"https://openalex.org/C99874945","wikidata":"https://www.wikidata.org/wiki/Q188715","display_name":"Statistical mechanics","level":2,"score":0.34790000319480896},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.34060001373291016},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.33880001306533813},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.32600000500679016},{"id":"https://openalex.org/C2779193601","wikidata":"https://www.wikidata.org/wiki/Q20026918","display_name":"Mathematical theory","level":2,"score":0.32359999418258667},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.32330000400543213},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.30379998683929443},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.2944999933242798},{"id":"https://openalex.org/C87007009","wikidata":"https://www.wikidata.org/wiki/Q210832","display_name":"Statistical hypothesis testing","level":2,"score":0.2912999987602234},{"id":"https://openalex.org/C57945734","wikidata":"https://www.wikidata.org/wiki/Q7977941","display_name":"Weak convergence","level":3,"score":0.288100004196167},{"id":"https://openalex.org/C95763700","wikidata":"https://www.wikidata.org/wiki/Q578985","display_name":"Convergence of random variables","level":3,"score":0.28349998593330383},{"id":"https://openalex.org/C64980692","wikidata":"https://www.wikidata.org/wiki/Q16191959","display_name":"Symbolic convergence theory","level":3,"score":0.2750000059604645},{"id":"https://openalex.org/C48057537","wikidata":"https://www.wikidata.org/wiki/Q3551145","display_name":"Statistical theory","level":2,"score":0.27459999918937683},{"id":"https://openalex.org/C177918212","wikidata":"https://www.wikidata.org/wiki/Q803623","display_name":"Perturbation (astronomy)","level":2,"score":0.2718999981880188},{"id":"https://openalex.org/C55439883","wikidata":"https://www.wikidata.org/wiki/Q360812","display_name":"Correctness","level":2,"score":0.2623000144958496},{"id":"https://openalex.org/C43596424","wikidata":"https://www.wikidata.org/wiki/Q98124957","display_name":"Probability and statistics","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.2581000030040741},{"id":"https://openalex.org/C180937797","wikidata":"https://www.wikidata.org/wiki/Q200787","display_name":"G\u00f6del's incompleteness theorems","level":3,"score":0.2567000091075897},{"id":"https://openalex.org/C166151441","wikidata":"https://www.wikidata.org/wiki/Q4923601","display_name":"Causation","level":2,"score":0.25600001215934753},{"id":"https://openalex.org/C144701195","wikidata":"https://www.wikidata.org/wiki/Q10859910","display_name":"Theory","level":2,"score":0.25529998540878296},{"id":"https://openalex.org/C14928880","wikidata":"https://www.wikidata.org/wiki/Q1512559","display_name":"Normal convergence","level":4,"score":0.2533000111579895},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.2524999976158142}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5281/zenodo.23934803","doi":"https://doi.org/10.5281/zenodo.23934803","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23934803","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.5281/zenodo.23934804","doi":"https://doi.org/10.5281/zenodo.23934804","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23934804","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.5281/zenodo.23934803","doi":"https://doi.org/10.5281/zenodo.23934803","is_oa":true,"landing_page_url":"https://doi.org/10.5281/zenodo.23934803","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4415332892","https://openalex.org/W4401235340","https://openalex.org/W7113326464","https://openalex.org/W7104460333","https://openalex.org/W2052620981","https://openalex.org/W4255876511","https://openalex.org/W4245843740","https://openalex.org/W7128955319","https://openalex.org/W7127092453","https://openalex.org/W7096368997"],"abstract_inverted_index":{"Traditional":[0],"physics":[1],"often":[2],"directly":[3],"attributes":[4],"the":[5,14,20,25,63,70,87,96,102,127,152,163,176,183,191,199],"phenomenon":[6,167],"of":[7,16,28,72,89,129,154,203],"frequency":[8,51,88,98,165],"convergence":[9,52,114,166,177,205],"in":[10,101],"large":[11],"samples":[12],"to":[13,95,206],"existence":[15,128],"intrinsic":[17,54,121,207],"randomness":[18,55],"at":[19],"fundamental":[21],"physical":[22,48,78,111,161,184,195,217],"level.":[23],"However,":[24],"mathematical":[26,192],"Law":[27],"Large":[29],"Numbers":[30],"(LLN)":[31],"is":[32,56,168,172,179],"merely":[33],"a":[34,37,77,135,140,146,211,215],"theorem":[35],"within":[36],"formal":[38],"axiomatic":[39],"system":[40,79],"and":[41,145,157,170,209,222],"makes":[42],"no":[43],"ontological":[44,103],"assertions":[45],"regarding":[46],"its":[47],"origin.":[49],"Equating":[50],"with":[53,80],"an":[57,81,130],"unverified":[58],"logical":[59,201],"extrapolation.":[60],"Building":[61],"upon":[62],"\"Ontology-Information":[64],"Dichotomy":[65],"Framework,\"":[66],"this":[67],"paper":[68,133,188],"proposes":[69],"Principle":[71],"Ontological":[73],"Statistical":[74],"Convergence:":[75],"In":[76],"underlying":[82],"fully":[83],"deterministic":[84],"causal":[85],"structure,":[86],"sample":[90,147],"occurrences":[91],"will":[92],"progressively":[93],"converge":[94],"objective":[97],"ratio":[99],"inherent":[100],"statistical":[104,196,218],"truth":[105],"set":[106],"after":[107],"numerous":[108],"independent":[109],"repeated":[110],"samplings.":[112],"This":[113,132,187],"behavior":[115],"does":[116],"not":[117],"depend":[118],"on":[119],"object":[120,142],"randomness,":[122,208],"information":[123],"gap":[124],",":[125],"or":[126],"observer.":[131],"designs":[134],"transparent":[136],"visualized":[137],"shaking":[138],"experiment,":[139,144],"foreign":[141],"perturbation":[143],"size-relative":[148],"fluctuation":[149],"experiment.":[150],"Under":[151],"conditions":[153],"(complete":[155],"information)":[156],"completely":[158],"determined":[159,181],"single-run":[160],"results,":[162],"large-sample":[164],"reproduced,":[169],"it":[171],"empirically":[173],"demonstrated":[174],"that":[175],"target":[178],"entirely":[180],"by":[182],"interaction":[185],"structure.":[186],"strictly":[189],"distinguishes":[190],"LLN":[193],"from":[194],"convergence,":[197],"corrects":[198],"traditional":[200],"leap":[202],"attributing":[204],"lays":[210],"solid":[212],"foundation":[213],"for":[214],"unified":[216],"theory":[219],"across":[220],"macro":[221],"micro":[223],"scales.":[224]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2026-11-05T00:00:00"}
