{"id":"https://openalex.org/W4392553282","doi":"https://doi.org/10.1017/jfm.2023.1059","title":"Detailed characterization of extreme clustering at near-contact scales in isotropic turbulence","display_name":"Detailed characterization of extreme clustering at near-contact scales in isotropic turbulence","publication_year":2024,"publication_date":"2024-03-07","ids":{"openalex":"https://openalex.org/W4392553282","doi":"https://doi.org/10.1017/jfm.2023.1059"},"language":"en","primary_location":{"id":"doi:10.1017/jfm.2023.1059","doi":"https://doi.org/10.1017/jfm.2023.1059","is_oa":true,"landing_page_url":"https://doi.org/10.1017/jfm.2023.1059","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/5D35213B80C1E6CDAB48B7AFB2C92954/S0022112023010595a.pdf/div-class-title-detailed-characterization-of-extreme-clustering-at-near-contact-scales-in-isotropic-turbulence-div.pdf","source":{"id":"https://openalex.org/S152000018","display_name":"Journal of Fluid Mechanics","issn_l":"0022-1120","issn":["0022-1120","1469-7645","1750-6859"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-3","norway-2","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Fluid Mechanics","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/5D35213B80C1E6CDAB48B7AFB2C92954/S0022112023010595a.pdf/div-class-title-detailed-characterization-of-extreme-clustering-at-near-contact-scales-in-isotropic-turbulence-div.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078648109","display_name":"Danielle R. Johnson","orcid":"https://orcid.org/0009-0004-6656-9117","observed_orcids":["https://orcid.org/0009-0004-6656-9117"]},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Danielle R. Johnson","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, NY\u00a014260, USA"],"raw_orcid":"https://orcid.org/0009-0004-6656-9117","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, NY\u00a014260, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086426111","display_name":"Adam L. Hammond","orcid":"https://orcid.org/0000-0002-8508-9918","observed_orcids":["https://orcid.org/0000-0002-8508-9918"]},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam L. Hammond","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, NY\u00a014260, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, NY\u00a014260, USA","institution_ids":["https://openalex.org/I63190737"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087240291","display_name":"Andrew D. Bragg","orcid":"https://orcid.org/0000-0001-7068-8048","observed_orcids":["https://orcid.org/0000-0001-7068-8048"]},"institutions":[{"id":"https://openalex.org/I170897317","display_name":"Duke University","ror":"https://ror.org/00py81415","country_code":"US","type":"education","lineage":["https://openalex.org/I170897317"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Andrew D. Bragg","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Duke University, Durham, NC\u00a027708, USA"],"raw_orcid":"https://orcid.org/0000-0001-7068-8048","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Duke University, Durham, NC\u00a027708, USA","institution_ids":["https://openalex.org/I170897317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100695234","display_name":"Hui Meng","orcid":"https://orcid.org/0000-0003-3884-499X","observed_orcids":["https://orcid.org/0000-0003-3884-499X"]},"institutions":[{"id":"https://openalex.org/I63190737","display_name":"University at Buffalo, State University of New York","ror":"https://ror.org/01y64my43","country_code":"US","type":"education","lineage":["https://openalex.org/I63190737"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hui Meng","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, NY\u00a014260, USA"],"raw_orcid":"https://orcid.org/0000-0003-3884-499X","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, University at Buffalo, Buffalo, NY\u00a014260, USA","institution_ids":["https://openalex.org/I63190737"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5087240291","https://openalex.org/A5100695234"],"corresponding_institution_ids":["https://openalex.org/I170897317","https://openalex.org/I63190737"],"apc_list":{"value":3450,"currency":"USD","value_usd":3450},"apc_paid":{"value":3450,"currency":"USD","value_usd":3450},"fwci":0.5167,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.55555556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"982","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12350","display_name":"Particle Dynamics in Fluid Flows","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T12350","display_name":"Particle Dynamics in Fluid Flows","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T10360","display_name":"Fluid Dynamics and Turbulent Flows","score":0.002300000051036477,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10075","display_name":"Atmospheric chemistry and aerosols","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/isotropic-turbulence","display_name":"isotropic turbulence","score":0.8270000219345093},{"id":"https://openalex.org/keywords/inertial-particles","display_name":"inertial particles","score":0.9610000252723694},{"id":"https://openalex.org/keywords/radial-distribution-function","display_name":"radial distribution function","score":0.9520000219345093},{"id":"https://openalex.org/keywords/hydrodynamic-interactions","display_name":"hydrodynamic interactions","score":0.8579999804496765},{"id":"https://openalex.org/keywords/stokes-number","display_name":"Stokes number","score":0.7889999747276306},{"id":"https://openalex.org/keywords/drift-diffusion-equations","display_name":"drift-diffusion equations","score":0.8299999833106995},{"id":"https://openalex.org/keywords/turbophoresis","display_name":"turbophoresis","score":0.9129999876022339},{"id":"https://openalex.org/keywords/interparticle-attraction","display_name":"interparticle attraction","score":0.7200000286102295},{"id":"https://openalex.org/keywords/polydispersity","display_name":"polydispersity","score":0.8009999990463257}],"concepts":[{"id":"https://openalex.org/C196558001","wikidata":"https://www.wikidata.org/wiki/Q190132","display_name":"Turbulence","level":2,"score":0.6957269906997681},{"id":"https://openalex.org/C184050105","wikidata":"https://www.wikidata.org/wiki/Q273163","display_name":"Isotropy","level":2,"score":0.5590669512748718},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.48196813464164734},{"id":"https://openalex.org/C57879066","wikidata":"https://www.wikidata.org/wiki/Q41217","display_name":"Mechanics","level":1,"score":0.44344061613082886},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.41041380167007446},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.35909324884414673},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3506782650947571},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.33674073219299316},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.12271404266357422},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.11722880601882935},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1017/jfm.2023.1059","doi":"https://doi.org/10.1017/jfm.2023.1059","is_oa":true,"landing_page_url":"https://doi.org/10.1017/jfm.2023.1059","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/5D35213B80C1E6CDAB48B7AFB2C92954/S0022112023010595a.pdf/div-class-title-detailed-characterization-of-extreme-clustering-at-near-contact-scales-in-isotropic-turbulence-div.pdf","source":{"id":"https://openalex.org/S152000018","display_name":"Journal of Fluid Mechanics","issn_l":"0022-1120","issn":["0022-1120","1469-7645","1750-6859"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-3","norway-2","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Fluid Mechanics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1017/jfm.2023.1059","doi":"https://doi.org/10.1017/jfm.2023.1059","is_oa":true,"landing_page_url":"https://doi.org/10.1017/jfm.2023.1059","pdf_url":"https://www.cambridge.org/core/services/aop-cambridge-core/content/view/5D35213B80C1E6CDAB48B7AFB2C92954/S0022112023010595a.pdf/div-class-title-detailed-characterization-of-extreme-clustering-at-near-contact-scales-in-isotropic-turbulence-div.pdf","source":{"id":"https://openalex.org/S152000018","display_name":"Journal of Fluid Mechanics","issn_l":"0022-1120","issn":["0022-1120","1469-7645","1750-6859"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-3","norway-2","poland-140","russia-white-list-1"],"host_organization":"https://openalex.org/P4310311721","host_organization_name":"Cambridge University Press","host_organization_lineage":["https://openalex.org/P4310311721","https://openalex.org/P4310311702"],"host_organization_lineage_names":["Cambridge University Press","University of Cambridge"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Fluid Mechanics","raw_type":"journal-article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G4822197899","display_name":"MRI: Acquisition of a High-Speed 3D Velocimetry System to Study Complex Flows","funder_award_id":"1828544","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392553282.pdf","grobid_xml":"https://content.openalex.org/works/W4392553282.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1493451949","https://openalex.org/W1755393733","https://openalex.org/W1963785884","https://openalex.org/W1969146629","https://openalex.org/W2002448088","https://openalex.org/W2020201949","https://openalex.org/W2020814412","https://openalex.org/W2042943462","https://openalex.org/W2044665398","https://openalex.org/W2050269400","https://openalex.org/W2056754315","https://openalex.org/W2069663844","https://openalex.org/W2069703687","https://openalex.org/W2072928045","https://openalex.org/W2087654924","https://openalex.org/W2092627740","https://openalex.org/W2100712935","https://openalex.org/W2100961744","https://openalex.org/W2108573151","https://openalex.org/W2111825929","https://openalex.org/W2122775231","https://openalex.org/W2123781417","https://openalex.org/W2132644561","https://openalex.org/W2136822411","https://openalex.org/W2252332978","https://openalex.org/W2270020755","https://openalex.org/W2289748040","https://openalex.org/W2344574817","https://openalex.org/W2599671342","https://openalex.org/W2752587120","https://openalex.org/W2752786851","https://openalex.org/W2781061394","https://openalex.org/W2807893869","https://openalex.org/W2914068699","https://openalex.org/W2990559231","https://openalex.org/W3036004551","https://openalex.org/W3092102847","https://openalex.org/W3127557853","https://openalex.org/W3140196018","https://openalex.org/W3148127450","https://openalex.org/W3162634249","https://openalex.org/W4235182069","https://openalex.org/W4303432997","https://openalex.org/W4361275241"],"related_works":["https://openalex.org/W3140196018","https://openalex.org/W2807893869","https://openalex.org/W2886158417","https://openalex.org/W2087654924","https://openalex.org/W2108573151","https://openalex.org/W2146959966","https://openalex.org/W2010796827","https://openalex.org/W2100712935","https://openalex.org/W2263177860","https://openalex.org/W2252332978"],"abstract_inverted_index":{"Recent":[0],"measurements":[1],"of":[2,22,55,91,113,155],"inertial":[3],"particles":[4,23],"in":[5,129,159,201],"isotropic":[6,132],"turbulence":[7,133],"(Hammond":[8],"&":[9],"Meng,":[10],"J.":[11,96],"Fluid":[12,97],"Mech.,":[13,98],"vol.":[14,99],"921,":[15],"2021,":[16],"A16)":[17],"revealed":[18],"surprising":[19,53],"extreme":[20,71,107,169,208,247,264],"clustering":[21,108,170,209,248,265],"at":[24,87,232],"near-contact":[25],"separations":[26,234],"$(r)$":[27],",":[28,35,80,168,184,195],"whereby":[29],"the":[30,48,56,70,76,81,106,111,152,246,274],"radial":[31,222],"distribution":[32],"function,":[33],"$g(r)$":[34,85,117,147,191],"grows":[36],"from":[37,267],"$O(10)$":[38],"to":[39,68,141,150,251],"$O(10^3)$":[40],"with":[41,178,187,193],"a":[42,52,130],"$(r/a)^{-6}$":[43,79],"scaling":[44,78,173],"(where":[45],"$a$":[46],"is":[47,148,272],"particle":[49,138,156,196],"radius),":[50],"and":[51,110,118,199,219],"upturn":[54],"mean":[57],"inward":[58,213,221],"particle-pair":[59,119,217],"relative":[60,223],"velocity":[61],"(MIRV).":[62],"Hydrodynamic":[63],"interactions":[64],"(HIs)":[65],"were":[66],"proposed":[67],"explain":[69],"clustering,":[72],"but":[73,270],"despite":[74],"predicting":[75],"correct":[77],"HI":[82,204,236,271],"theory":[83],"underpredicted":[84],"by":[86,216],"least":[88],"two":[89],"orders":[90],"magnitude":[92],"(Bragg":[93],"et":[94],"al.,":[95],"933,":[100],"2022,":[101],"A31).":[102],"To":[103],"further":[104,258],"understand":[105],"phenomenon":[109],"relevance":[112],"HI,":[114],"we":[115],"characterize":[116],"kinematics":[120],"for":[121],"Stokes":[122],"numbers":[123],"$0.07":[124],"\\leq":[125,127,180,182],"St":[126],"3.68$":[128],"homogeneous":[131],"chamber":[134],"using":[135],"three-dimensional":[136],"(3-D)":[137],"tracking":[139],"resolved":[140],"near\u2013contact.":[142],"A":[143],"drift\u2013diffusion":[144],"equation":[145],"governing":[146],"presented":[149],"investigate":[151],"kinematic":[153],"mechanisms":[154],"pairs.":[157],"Measurements":[158],"all":[160],"24":[161],"conditions":[162],"show":[163],"that":[164,203,235,263],"when":[165,244],"$r/a\\lessapprox":[166],"20$":[167],"consistently":[171],"occurs,":[172],"as":[174],"$g(r)":[175],"\\sim":[176],"(r/a)^{-k}$":[177],"$4.5":[179],"k":[181],"7.6$":[183],"which":[185],"increases":[186],"$St$":[188,194],".":[189],"Here":[190],"varies":[192],"size,":[197],"density":[198],"polydispersity":[200],"ways":[202],"cannot":[205,238],"explain.":[206,239],"The":[207,225,240],"region":[210],"features":[211],"an":[212,220,228],"drift":[214],"contributed":[215],"turbophoresis":[218],"acceleration.":[224],"latter":[226],"indicates":[227],"interparticle":[229],"attractive":[230],"force":[231],"these":[233],"also":[237],"MIRV":[241],"turns":[242],"upward":[243],"approaching":[245],"region,":[249],"opposite":[250],"direct":[252],"numerical":[253],"simulation":[254],"predictions.":[255],"These":[256],"observations":[257],"support":[259],"our":[260],"previous":[261],"assessment":[262],"arises":[266],"particle\u2013particle":[268],"interactions,":[269],"not":[273],"main":[275],"mechanism.":[276]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-10-30T12:39:25.321706","created_date":"2024-03-08T00:00:00"}