{"id":"https://openalex.org/W3191573337","doi":"https://doi.org/10.3390/e23080993","title":"Accelerated Diffusion-Based Sampling by the Non-Reversible Dynamics with Skew-Symmetric Matrices","display_name":"Accelerated Diffusion-Based Sampling by the Non-Reversible Dynamics with Skew-Symmetric Matrices","publication_year":2021,"publication_date":"2021-07-30","ids":{"openalex":"https://openalex.org/W3191573337","doi":"https://doi.org/10.3390/e23080993","mag":"3191573337","pmid":"https://pubmed.ncbi.nlm.nih.gov/34441133"},"language":"en","primary_location":{"id":"doi:10.3390/e23080993","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e23080993","pdf_url":"https://www.mdpi.com/1099-4300/23/8/993/pdf?version=1628069761","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/23/8/993/pdf?version=1628069761","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024912504","display_name":"Futoshi Futami","orcid":"https://orcid.org/0000-0002-0661-0729"},"institutions":[{"id":"https://openalex.org/I46980622","display_name":"Kyoto Seika University","ror":"https://ror.org/05g4f0342","country_code":"JP","type":"education","lineage":["https://openalex.org/I46980622"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Futoshi Futami","raw_affiliation_strings":["Communication Science Laboratories, NTT, Hikaridai, Seika-cho, \u201cKeihanna Science City\u201d, Kyoto 619-0237, Japan","Communication Science Laboratories, NTT, Hikaridai, Seika-cho, \"Keihanna Science City\", Kyoto 619-0237, Japan"],"raw_orcid":"https://orcid.org/0000-0002-0661-0729","affiliations":[{"raw_affiliation_string":"Communication Science Laboratories, NTT, Hikaridai, Seika-cho, \u201cKeihanna Science City\u201d, Kyoto 619-0237, Japan","institution_ids":["https://openalex.org/I46980622"]},{"raw_affiliation_string":"Communication Science Laboratories, NTT, Hikaridai, Seika-cho, \"Keihanna Science City\", Kyoto 619-0237, Japan","institution_ids":["https://openalex.org/I46980622"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034538103","display_name":"Tomoharu Iwata","orcid":"https://orcid.org/0000-0003-4425-1971"},"institutions":[{"id":"https://openalex.org/I46980622","display_name":"Kyoto Seika University","ror":"https://ror.org/05g4f0342","country_code":"JP","type":"education","lineage":["https://openalex.org/I46980622"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomoharu Iwata","raw_affiliation_strings":["Communication Science Laboratories, NTT, Hikaridai, Seika-cho, \u201cKeihanna Science City\u201d, Kyoto 619-0237, Japan","Communication Science Laboratories, NTT, Hikaridai, Seika-cho, \"Keihanna Science City\", Kyoto 619-0237, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication Science Laboratories, NTT, Hikaridai, Seika-cho, \u201cKeihanna Science City\u201d, Kyoto 619-0237, Japan","institution_ids":["https://openalex.org/I46980622"]},{"raw_affiliation_string":"Communication Science Laboratories, NTT, Hikaridai, Seika-cho, \"Keihanna Science City\", Kyoto 619-0237, Japan","institution_ids":["https://openalex.org/I46980622"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105268757","display_name":"Naonori Ueda","orcid":null},"institutions":[{"id":"https://openalex.org/I46980622","display_name":"Kyoto Seika University","ror":"https://ror.org/05g4f0342","country_code":"JP","type":"education","lineage":["https://openalex.org/I46980622"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Naonori Ueda","raw_affiliation_strings":["Communication Science Laboratories, NTT, Hikaridai, Seika-cho, \u201cKeihanna Science City\u201d, Kyoto 619-0237, Japan","Communication Science Laboratories, NTT, Hikaridai, Seika-cho, \"Keihanna Science City\", Kyoto 619-0237, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Communication Science Laboratories, NTT, Hikaridai, Seika-cho, \u201cKeihanna Science City\u201d, Kyoto 619-0237, Japan","institution_ids":["https://openalex.org/I46980622"]},{"raw_affiliation_string":"Communication Science Laboratories, NTT, Hikaridai, Seika-cho, \"Keihanna Science City\", Kyoto 619-0237, Japan","institution_ids":["https://openalex.org/I46980622"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060421432","display_name":"Issei Sato","orcid":"https://orcid.org/0000-0002-5066-1435"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Issei Sato","raw_affiliation_strings":["Department of Computer Science, Graduate School of Information Science and Technology, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Graduate School of Information Science and Technology, The University of Tokyo, 7-3-1 Hongo, Bunkyo-ku, Tokyo 113-0033, Japan","institution_ids":["https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5024912504"],"corresponding_institution_ids":["https://openalex.org/I46980622"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2227},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2227},"fwci":0.8576,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.75847132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"23","issue":"8","first_page":"993","last_page":"993"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9998999834060669,"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/T12056","display_name":"Markov Chains and Monte Carlo Methods","score":0.9998999834060669,"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/T11152","display_name":"Stochastic processes and statistical mechanics","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2610","display_name":"Mathematical Physics"},"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/T10044","display_name":"Protein Structure and Dynamics","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hessian-matrix","display_name":"Hessian matrix","score":0.7738572359085083},{"id":"https://openalex.org/keywords/langevin-dynamics","display_name":"Langevin dynamics","score":0.7275444269180298},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.6965079307556152},{"id":"https://openalex.org/keywords/skew","display_name":"Skew","score":0.6667686700820923},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5421231389045715},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.5331411361694336},{"id":"https://openalex.org/keywords/cumulant","display_name":"Cumulant","score":0.5104233622550964},{"id":"https://openalex.org/keywords/dynamics","display_name":"Dynamics (music)","score":0.45701223611831665},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.4565344750881195},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.4454543888568878},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.4391602873802185},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3002240061759949},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.20305457711219788},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08785173296928406},{"id":"https://openalex.org/keywords/classical-mechanics","display_name":"Classical mechanics","score":0.08320283889770508}],"concepts":[{"id":"https://openalex.org/C203616005","wikidata":"https://www.wikidata.org/wiki/Q620495","display_name":"Hessian matrix","level":2,"score":0.7738572359085083},{"id":"https://openalex.org/C2780004032","wikidata":"https://www.wikidata.org/wiki/Q6485978","display_name":"Langevin dynamics","level":2,"score":0.7275444269180298},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.6965079307556152},{"id":"https://openalex.org/C43711488","wikidata":"https://www.wikidata.org/wiki/Q7534783","display_name":"Skew","level":2,"score":0.6667686700820923},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5421231389045715},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.5331411361694336},{"id":"https://openalex.org/C172686274","wikidata":"https://www.wikidata.org/wiki/Q746007","display_name":"Cumulant","level":2,"score":0.5104233622550964},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.45701223611831665},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.4565344750881195},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.4454543888568878},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.4391602873802185},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3002240061759949},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20305457711219788},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08785173296928406},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.08320283889770508},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/e23080993","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e23080993","pdf_url":"https://www.mdpi.com/1099-4300/23/8/993/pdf?version=1628069761","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:34441133","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34441133","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:22039549696b432f900f76091b684484","is_oa":true,"landing_page_url":"https://doaj.org/article/22039549696b432f900f76091b684484","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 23, Iss 8, p 993 (2021)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1099-4300/23/8/993/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e23080993","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy; Volume 23; Issue 8; Pages: 993","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8394571","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8394571","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e23080993","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e23080993","pdf_url":"https://www.mdpi.com/1099-4300/23/8/993/pdf?version=1628069761","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4568643772","display_name":"\u76f8\u4e92\u4f5c\u7528\u7cfb\u3092\u6d3b\u7528\u3057\u305f\u30b5\u30f3\u30d7\u30ea\u30f3\u30b0\u624b\u6cd5\u306e\u958b\u767a","funder_award_id":"JPMJAX190R","funder_id":"https://openalex.org/F4320334789","funder_display_name":"Japan Science and Technology Agency"}],"funders":[{"id":"https://openalex.org/F4320334789","display_name":"Japan Science and Technology Agency","ror":"https://ror.org/00097mb19"},{"id":"https://openalex.org/F4320338246","display_name":"ACT-X","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3191573337.pdf","grobid_xml":"https://content.openalex.org/works/W3191573337.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W423603040","https://openalex.org/W1481161909","https://openalex.org/W1873728334","https://openalex.org/W1975455467","https://openalex.org/W2003268963","https://openalex.org/W2026653933","https://openalex.org/W2038864393","https://openalex.org/W2077955018","https://openalex.org/W2096953755","https://openalex.org/W2110529144","https://openalex.org/W2124717147","https://openalex.org/W2144540906","https://openalex.org/W2161866326","https://openalex.org/W2165652770","https://openalex.org/W2167433878","https://openalex.org/W2212660284","https://openalex.org/W2253619190","https://openalex.org/W2497261866","https://openalex.org/W2511837229","https://openalex.org/W2590513847","https://openalex.org/W2592172378","https://openalex.org/W2595142274","https://openalex.org/W2610329666","https://openalex.org/W2771020255","https://openalex.org/W2788191306","https://openalex.org/W2789641778","https://openalex.org/W2798909945","https://openalex.org/W2802698595","https://openalex.org/W2890773834","https://openalex.org/W2891787885","https://openalex.org/W2948375734","https://openalex.org/W2951105989","https://openalex.org/W2962766968","https://openalex.org/W2963087995","https://openalex.org/W2963521170","https://openalex.org/W2963857309","https://openalex.org/W2964159988","https://openalex.org/W3027786441","https://openalex.org/W3034624282","https://openalex.org/W3037124231","https://openalex.org/W3100186212","https://openalex.org/W3102516841","https://openalex.org/W3102676823","https://openalex.org/W3104860245","https://openalex.org/W3105693600","https://openalex.org/W3117266674","https://openalex.org/W4206504293","https://openalex.org/W4232613155","https://openalex.org/W4238209390","https://openalex.org/W4300023393","https://openalex.org/W4312258136","https://openalex.org/W6652551471","https://openalex.org/W6681286327","https://openalex.org/W6688325169","https://openalex.org/W6718763946","https://openalex.org/W6725194868","https://openalex.org/W6780365001"],"related_works":["https://openalex.org/W2611031068","https://openalex.org/W2141111430","https://openalex.org/W1704347466","https://openalex.org/W4283017538","https://openalex.org/W4388295600","https://openalex.org/W1996936972","https://openalex.org/W1545275724","https://openalex.org/W2752033781","https://openalex.org/W2802707792","https://openalex.org/W2616029594"],"abstract_inverted_index":{"Langevin":[0,41],"dynamics":[1,20,38,42,47],"(LD)":[2],"has":[3,55],"been":[4,56],"extensively":[5],"studied":[6],"theoretically":[7,114],"and":[8,48,101,115,147],"practically":[9],"as":[10],"a":[11,80,139],"basic":[12],"sampling":[13],"technique.":[14],"Recently,":[15],"the":[16,29,61,91,102,126,130,144],"incorporation":[17],"of":[18,32,63,83,99,106,133],"non-reversible":[19,37],"into":[21],"LD":[22,146],"is":[23,66,70],"attracting":[24],"attention":[25],"because":[26],"it":[27,69],"accelerates":[28,143],"mixing":[30],"speed":[31],"LD.":[33],"Popular":[34],"choices":[35],"for":[36,94],"include":[39],"underdamped":[40],"(ULD),":[43],"which":[44,149],"uses":[45,150],"second-order":[46],"perturbations":[49],"with":[50],"skew-symmetric":[51,95,127,153],"matrices.":[52,109],"Although":[53],"ULD":[54],"widely":[57],"used":[58],"in":[59],"practice,":[60],"application":[62],"skew":[64,108],"acceleration":[65,122],"limited":[67],"although":[68],"expected":[71],"to":[72,88],"show":[73],"superior":[74],"performance":[75],"theoretically.":[76],"Current":[77],"work":[78],"lacks":[79],"theoretical":[81],"understanding":[82],"issues":[84],"that":[85,142],"are":[86],"important":[87],"practitioners,":[89],"including":[90],"selection":[92],"criteria":[93],"matrices,":[96],"quantitative":[97],"evaluations":[98],"acceleration,":[100],"large":[103],"memory":[104],"cost":[105],"storing":[107],"In":[110],"this":[111],"study,":[112],"we":[113],"numerically":[116],"clarify":[117],"these":[118],"problems":[119],"by":[120],"analyzing":[121],"focusing":[123],"on":[124],"how":[125],"matrix":[128,132],"perturbs":[129],"Hessian":[131],"potential":[134],"functions.":[135],"We":[136],"also":[137],"present":[138],"practical":[140],"algorithm":[141],"standard":[145],"ULD,":[148],"novel":[151],"memory-efficient":[152],"matrices":[154],"under":[155],"parallel-chain":[156],"Monte":[157],"Carlo":[158],"settings.":[159]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
