{"id":"https://openalex.org/W4295847595","doi":null,"title":"Using the Monte Carlo Method to Evaluate the Reliability of Screening Multifamily Housing for Radon","display_name":"Using the Monte Carlo Method to Evaluate the Reliability of Screening Multifamily Housing for Radon","publication_year":2022,"publication_date":"2022-09-14","ids":{"openalex":"https://openalex.org/W4295847595"},"language":"en","primary_location":{"id":"pmh:oai:osti.gov:1761670","doi":null,"is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1761670","pdf_url":"https://www.osti.gov/servlets/purl/1761670","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1761670","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Wilson, David [Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)]","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wilson, David [Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)]","raw_affiliation_strings":["Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Oak Ridge National Lab. (ORNL), Oak Ridge, TN (United States)","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1289243028"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.10018326,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10946","display_name":"Radioactivity and Radon Measurements","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"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/T10946","display_name":"Radioactivity and Radon Measurements","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"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/T13923","display_name":"Nuclear and radioactivity studies","score":0.00019999999494757503,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11089","display_name":"Radioactive contamination and transfer","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/multifamily-housing","display_name":"multi-family housing","score":0.9929999709129333},{"id":"https://openalex.org/keywords/sample-density","display_name":"sample density","score":0.5540000200271606},{"id":"https://openalex.org/keywords/screening-reliability","display_name":"screening reliability","score":0.6439999938011169},{"id":"https://openalex.org/keywords/monte-carlo-simulation","display_name":"Monte Carlo simulation","score":0.8140000104904175},{"id":"https://openalex.org/keywords/statistical-confidence","display_name":"statistical confidence","score":0.8100000023841858},{"id":"https://openalex.org/keywords/radon-testing","display_name":"radon testing","score":0.46399998664855957}],"concepts":[{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.8179806470870972},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6110658049583435},{"id":"https://openalex.org/C545943180","wikidata":"https://www.wikidata.org/wiki/Q1133","display_name":"Radon","level":2,"score":0.529226541519165},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.46923118829727173},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3850049376487732},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3690623641014099},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.2051059901714325},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16659435629844666},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1514524221420288},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14985549449920654},{"id":"https://openalex.org/C185544564","wikidata":"https://www.wikidata.org/wiki/Q81197","display_name":"Nuclear physics","level":1,"score":0.11581873893737793},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:osti.gov:1761670","doi":null,"is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1761670","pdf_url":"https://www.osti.gov/servlets/purl/1761670","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1761670","doi":null,"is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1761670","pdf_url":"https://www.osti.gov/servlets/purl/1761670","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4295847595.pdf","grobid_xml":"https://content.openalex.org/works/W4295847595.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3165844419","https://openalex.org/W6987366433","https://openalex.org/W2911033625","https://openalex.org/W3037075943","https://openalex.org/W3134922800","https://openalex.org/W2008886165","https://openalex.org/W1984817273","https://openalex.org/W2128321370","https://openalex.org/W217881371","https://openalex.org/W7047055208"],"abstract_inverted_index":{"When":[0],"screening":[1,112,227],"for":[2,84,158,195],"radon":[3,35,53,76,96,129,141,150,208],"in":[4,17,22,43,65,90,124,215],"a":[5,10,44,186],"multifamily":[6,139],"housing":[7,140],"complex":[8,45,126,189],"using":[9,160],"fixed":[11,259],"sample":[12,87,192],"density":[13],"(e.g.,":[14],"testing":[15,39],"1":[16,21,145],"10":[18,147],"(10%)":[19],"or":[20,229],"4":[23],"units":[24,42,50,73,123,148],"(25%)),":[25],"the":[26,32,66,78,85,91,102,111,125,161,172,216,225,239,250,258],"statistical":[27,164,170,175,212],"confidence":[28,79,115,214],"is":[29,62,109,198],"dependent":[30],"upon":[31],"assumed":[33,63],"elevated":[34,52,75,95,128,207],"frequency.":[36],"For":[37,234,247],"example,":[38,93],"25%":[40],"of":[41,181,232,238,261],"estimated":[46],"to":[47,81,146],"have":[48],"eight":[49],"with":[51,74,127,144,149,206],"levels":[54,97,151],"will":[55],"provide":[56],"90%":[57,114],"confidence.":[58],"However,":[59],"if":[60,94],"it":[61],"that,":[64],"same":[67,86],"complex,":[68],"there":[69,117],"are":[70,98,118],"only":[71],"three":[72,255],"levels,":[77],"drops":[80],"around":[82],"58%":[83],"density.":[88],"Furthermore,":[89],"previous":[92],"not":[99],"found":[100],"during":[101],"screening,":[103],"all":[104],"that":[105,110,116],"can":[106,219],"be":[107,220],"stated":[108],"provides":[113],"no":[119],"more":[120,132],"than":[121],"seven":[122],"levels.":[130,209],"To":[131],"fully":[133],"illustrate":[134],"this":[135,211,235],"uncertainty,":[136],"ten":[137,240],"separate":[138],"data":[142,241,251,262],"sets":[143,242],"\u22654":[152],"pCi/L":[153],"(Table":[154],"1)":[155],"were":[156],"selected":[157,183],"analysis":[159,180],"Monte":[162,173],"Carlo":[163,174],"method.":[165],"Unlike":[166],"other":[167],"mathematically":[168],"based":[169],"approaches,":[171],"method":[176],"relies":[177],"on":[178],"repeated":[179],"randomly":[182],"data.":[184],"from":[185],"100%":[187],"sampled":[188],"at":[190,202],"various":[191],"densities.":[193],"Success":[194],"each":[196,237,248],"simulation":[197],"defined":[199],"as":[200],"finding":[201],"least":[203],"one":[204],"unit":[205],"In":[210],"method,":[213],"overarching":[217],"conclusion":[218],"greatly":[221],"enhanced":[222],"by":[223],"repeating":[224],"simulated":[226,244],"hundreds":[228],"even":[230],"thousands":[231],"times.":[233,246],"study,":[236],"was":[243,253,263],"1,000":[245],"simulation,":[249],"set":[252],"randomized":[254],"times":[256],"before":[257],"percentage":[260],"selected.":[264]},"counts_by_year":[],"updated_date":"2026-09-27T08:07:27.782135","created_date":"2022-09-15T00:00:00"}
