{"id":"https://openalex.org/W7220690863","doi":"https://doi.org/10.48550/arxiv.2610.03975","title":"Noise Emissions from Hyperscale AI Data Centers: A Poorly Characterized Exposure at the Doorstep of Community Health Research","display_name":"Noise Emissions from Hyperscale AI Data Centers: A Poorly Characterized Exposure at the Doorstep of Community Health Research","publication_year":2026,"publication_date":"2026-10-02","ids":{"openalex":"https://openalex.org/W7220690863","doi":"https://doi.org/10.48550/arxiv.2610.03975"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2610.03975","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2610.03975","pdf_url":"https://arxiv.org/pdf/2610.03975","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2610.03975","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072860052","display_name":"D. Bray","orcid":"https://orcid.org/0009-0005-7286-2042","observed_orcids":["https://orcid.org/0009-0005-7286-2042"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bray, Davide","raw_affiliation_strings":["Department of Biostatistics , Harvard T.H. Chan School of Public Health , 655 Huntington Avenue , Building 2 , 4th Floor , Boston , MA 02115 , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics , Harvard T.H. Chan School of Public Health , 655 Huntington Avenue , Building 2 , 4th Floor , Boston , MA 02115 , USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007008626","display_name":"Francesca Dominici","orcid":"https://orcid.org/0000-0002-9382-0141","observed_orcids":["https://orcid.org/0000-0002-9382-0141","https://orcid.org/0000-0001-5964-0756"]},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dominici, Francesca","raw_affiliation_strings":["Department of Biostatistics , Harvard T.H. Chan School of Public Health , 655 Huntington Avenue , Building 2 , 4th Floor , Boston , MA 02115 , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biostatistics , Harvard T.H. Chan School of Public Health , 655 Huntington Avenue , Building 2 , 4th Floor , Boston , MA 02115 , USA","institution_ids":["https://openalex.org/I136199984"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I136199984"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"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/T11692","display_name":"Noise Effects and Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3102","display_name":"Acoustics and Ultrasonics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11692","display_name":"Noise Effects and Management","score":1.0,"subfield":{"id":"https://openalex.org/subfields/3102","display_name":"Acoustics and Ultrasonics"},"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/T12759","display_name":"Vehicle Noise and Vibration Control","score":0.0,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/T12259","display_name":"Environmental Justice and Health Disparities","score":0.0,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hyperscale-data-centers","display_name":"hyperscale data centers","score":0.8489999771118164},{"id":"https://openalex.org/keywords/artificial-intelligence-data-centers","display_name":"artificial intelligence data centers","score":0.7229999899864197},{"id":"https://openalex.org/keywords/community-noise-exposure","display_name":"community noise exposure","score":0.7179999947547913},{"id":"https://openalex.org/keywords/low-frequency-noise","display_name":"low-frequency noise","score":0.7919999957084656},{"id":"https://openalex.org/keywords/tonal-noise","display_name":"tonal noise","score":0.8379999995231628},{"id":"https://openalex.org/keywords/a-weighted-sound-level","display_name":"A-weighted sound level","score":0.7099999785423279},{"id":"https://openalex.org/keywords/sound-power","display_name":"acoustic power","score":0.5210000276565552},{"id":"https://openalex.org/keywords/cooling-systems","display_name":"cooling systems","score":0.4830000102519989},{"id":"https://openalex.org/keywords/environmental-justice","display_name":"environmental justice","score":0.5720000267028809},{"id":"https://openalex.org/keywords/community-health-effects","display_name":"community health effects","score":0.8009999990463257},{"id":"https://openalex.org/keywords/noise-measurement-standards","display_name":"noise measurement standards","score":0.5770000219345093},{"id":"https://openalex.org/keywords/noise-modeling","display_name":"noise modeling","score":0.30399999022483826}],"concepts":[{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.592199981212616},{"id":"https://openalex.org/C2778560467","wikidata":"https://www.wikidata.org/wiki/Q1479527","display_name":"Environmental justice","level":2,"score":0.5539000034332275},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45249998569488525},{"id":"https://openalex.org/C116681429","wikidata":"https://www.wikidata.org/wiki/Q598572","display_name":"Aircraft noise","level":3,"score":0.45170000195503235},{"id":"https://openalex.org/C2775951005","wikidata":"https://www.wikidata.org/wiki/Q3473024","display_name":"Community health","level":3,"score":0.44609999656677246},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.397599995136261},{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.35920000076293945},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.35339999198913574},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3522000014781952},{"id":"https://openalex.org/C2780966255","wikidata":"https://www.wikidata.org/wiki/Q5474306","display_name":"Foundation (evidence)","level":2,"score":0.33719998598098755},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.33390000462532043},{"id":"https://openalex.org/C86781634","wikidata":"https://www.wikidata.org/wiki/Q2478325","display_name":"Environmental noise","level":3,"score":0.32670000195503235},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.31150001287460327},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.3052000105381012},{"id":"https://openalex.org/C2778058735","wikidata":"https://www.wikidata.org/wiki/Q4692253","display_name":"Aggregate data","level":2,"score":0.2922999858856201},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.2856000065803528},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.27880001068115234},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.27469998598098755},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2632000148296356},{"id":"https://openalex.org/C198408306","wikidata":"https://www.wikidata.org/wiki/Q4008388","display_name":"Exposure assessment","level":2,"score":0.2535000145435333}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2610.03975","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2610.03975","pdf_url":"https://arxiv.org/pdf/2610.03975","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2610.03975","doi":"https://doi.org/10.48550/arxiv.2610.03975","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2610.03975","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2610.03975","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2610.03975","pdf_url":"https://arxiv.org/pdf/2610.03975","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.5683000087738037,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7220690863.pdf","grobid_xml":"https://content.openalex.org/works/W7220690863.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W7201858428","https://openalex.org/W1981144777","https://openalex.org/W4400862807","https://openalex.org/W7223329453","https://openalex.org/W4412521575","https://openalex.org/W4412871042","https://openalex.org/W2312326949","https://openalex.org/W2313819740","https://openalex.org/W4412977879","https://openalex.org/W7204181404"],"abstract_inverted_index":{"The":[0],"rapid":[1],"build-out":[2],"of":[3,16,155,211],"hyperscale":[4],"computing":[5],"for":[6,57,208],"artificial-intelligence":[7],"workloads":[8],"has":[9],"made":[10],"data-center":[11],"noise":[12,126],"a":[13,102,152,170,178,186,205],"recurring":[14],"source":[15],"community":[17,97,212],"concern":[18],"in":[19],"the":[20,54,159],"United":[21],"States,":[22],"yet":[23],"calibrated,":[24],"standards-grade":[25],"acoustic":[26,65],"data":[27,197],"remain":[28],"scarce.":[29],"This":[30],"narrative":[31],"review":[32],"synthesizes":[33],"direct":[34],"measurements,":[35],"regulatory":[36],"and":[37,42,52,71,88,105,176,189,215],"legal":[38],"records,":[39],"investigative":[40],"journalism,":[41],"relevant":[43],"engineering":[44],"literature":[45],"to":[46,79,193],"assess":[47],"what":[48],"is":[49,164,204],"currently":[50],"known":[51],"identify":[53],"measurements":[55],"needed":[56],"credible":[58,209],"health":[59,213],"inference.":[60],"Available":[61],"sources":[62],"report":[63],"heterogeneous":[64],"values":[66,92],"at":[67,198],"residences,":[68],"property":[69],"lines,":[70],"near-source":[72],"positions,":[73],"with":[74,112,117,128],"individual":[75],"readings":[76],"from":[77],"39":[78],"above":[80],"70":[81],"dB(A).":[82],"Because":[83],"location,":[84],"metric,":[85],"duration,":[86],"instrumentation,":[87],"provenance":[89],"differ,":[90],"these":[91],"are":[93],"not":[94,100,107,169],"directly":[95],"comparable":[96],"exposures,":[98],"do":[99,106],"define":[101],"pooled":[103],"distribution,":[104],"support":[108],"an":[109,165],"aggregate":[110],"comparison":[111],"nighttime":[113],"limits.":[114],"Among":[115],"cases":[116],"spectral":[118],"detail,":[119],"all":[120],"but":[121],"one":[122],"reported":[123],"continuous":[124],"tonal":[125],"associated":[127],"complaints,":[129],"most":[130],"often":[131],"low-frequency":[132],"content":[133],"near":[134],"70-140":[135],"Hz,":[136],"that":[137,147],"A-weighted":[138],"metrics":[139],"alone":[140],"may":[141,150],"under-represent.":[142],"Engineering":[143],"evidence":[144],"further":[145],"suggests":[146],"cooling":[148],"architecture":[149],"be":[151],"major":[153],"determinant":[154],"facility":[156],"sound":[157],"emission;":[158],"cited":[160],"15-30":[161],"dB":[162],"span":[163],"equipment-level":[166],"sound-power":[167],"estimate,":[168],"measured":[171],"facility-":[172],"or":[173],"residential-receptor":[174],"difference,":[175],"remains":[177],"hypothesis":[179],"pending":[180],"comparative":[181],"field":[182],"measurements.":[183],"We":[184],"propose":[185],"standards-based":[187],"field-measurement":[188],"modeling":[190],"protocol":[191],"designed":[192],"generate":[194],"frequency-resolved":[195],"exposure":[196,202],"named":[199],"facilities.":[200],"Such":[201],"characterization":[203],"necessary":[206],"foundation":[207],"assessment":[210],"effects":[214],"environmental":[216],"justice":[217],"implications.":[218]},"counts_by_year":[],"updated_date":"2026-11-06T12:05:46.655746","created_date":"2026-10-07T00:00:00"}
