{"id":"https://openalex.org/W2116034509","doi":"https://doi.org/10.1145/1629911.1630021","title":"Oil fields, hedge funds, and drugs","display_name":"Oil fields, hedge funds, and drugs","publication_year":2009,"publication_date":"2009-07-26","ids":{"openalex":"https://openalex.org/W2116034509","doi":"https://doi.org/10.1145/1629911.1630021","mag":"2116034509"},"language":"en","primary_location":{"id":"doi:10.1145/1629911.1630021","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1629911.1630021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th Annual Design Automation Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020251935","display_name":"Patrick Groeneveld","orcid":null},"institutions":[{"id":"https://openalex.org/I4210126997","display_name":"Software and Engineering Associates (United States)","ror":"https://ror.org/03qt0ma29","country_code":"US","type":"company","lineage":["https://openalex.org/I4210126997"]},{"id":"https://openalex.org/I4210157642","display_name":"Institute of Automation","ror":"https://ror.org/056qj1t15","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210157642","https://openalex.org/I78650965"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"Patrick Groeneveld","raw_affiliation_strings":["Magma Design Automation, Inc","Magma Design Automation, Inc. (USA)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Magma Design Automation, Inc","institution_ids":["https://openalex.org/I4210157642"]},{"raw_affiliation_string":"Magma Design Automation, Inc. (USA)","institution_ids":["https://openalex.org/I4210126997"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008408555","display_name":"Rob A. Rutenbar","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rob A. Rutenbar","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA","Carnegie-Mellon University, Pittsburgh, Pa., USA#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie-Mellon University, Pittsburgh, Pa., USA#TAB#","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027317556","display_name":"Jed W. Pitera","orcid":null},"institutions":[{"id":"https://openalex.org/I4210085935","display_name":"IBM Research - Almaden","ror":"https://ror.org/005w8dd04","country_code":"US","type":"facility","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210085935","https://openalex.org/I4210114115"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jed Pitera","raw_affiliation_strings":["IBM Almaden Research Lab, San Jose, CA","IBM Almaden Research Lab, San Jose, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM Almaden Research Lab, San Jose, CA","institution_ids":["https://openalex.org/I4210085935"]},{"raw_affiliation_string":"IBM Almaden Research Lab, San Jose, CA, USA","institution_ids":["https://openalex.org/I4210085935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058061120","display_name":"Erik Carlson","orcid":"https://orcid.org/0000-0002-1558-3865"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Erik Carlson","raw_affiliation_strings":["Armored Wolf, Aliso Viejo, CA","Armored Wolf, Aliso Viejo, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Armored Wolf, Aliso Viejo, CA","institution_ids":[]},{"raw_affiliation_string":"Armored Wolf, Aliso Viejo, CA, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102726270","display_name":"Jinsong Chen","orcid":"https://orcid.org/0000-0003-3491-388X"},"institutions":[{"id":"https://openalex.org/I148283060","display_name":"Lawrence Berkeley National Laboratory","ror":"https://ror.org/02jbv0t02","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I148283060","https://openalex.org/I39565521"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinsong Chen","raw_affiliation_strings":["Lawrence Berkeley Labs, Berkeley, CA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Lawrence Berkeley Labs, Berkeley, CA","institution_ids":["https://openalex.org/I148283060"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19019129,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"416","last_page":"417"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.39430001378059387,"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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.39430001378059387,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/surprise","display_name":"Surprise","score":0.7366811633110046},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.685894787311554},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.6820563077926636},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5114556550979614},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5010561943054199},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.48283347487449646},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.43655073642730713},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.43053966760635376},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.391498863697052},{"id":"https://openalex.org/keywords/industrial-engineering","display_name":"Industrial engineering","score":0.36394840478897095},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14441189169883728},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13341298699378967},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0985470712184906}],"concepts":[{"id":"https://openalex.org/C2780343955","wikidata":"https://www.wikidata.org/wiki/Q333173","display_name":"Surprise","level":2,"score":0.7366811633110046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.685894787311554},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.6820563077926636},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5114556550979614},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5010561943054199},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.48283347487449646},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.43655073642730713},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.43053966760635376},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.391498863697052},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.36394840478897095},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14441189169883728},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13341298699378967},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0985470712184906},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"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":"doi:10.1145/1629911.1630021","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1629911.1630021","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 46th Annual Design Automation Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4236382845","https://openalex.org/W4388712630","https://openalex.org/W2481168998","https://openalex.org/W2476994687","https://openalex.org/W642988558","https://openalex.org/W2324507472","https://openalex.org/W2511141457","https://openalex.org/W1999899047","https://openalex.org/W2173353921","https://openalex.org/W2810824260"],"abstract_inverted_index":{"Statistical":[0],"analysis":[1],"is":[2,17,126],"a":[3,72,113],"fundamental":[4],"method":[5],"in":[6,20,82,97,106,130],"analysis,":[7,59,62],"design,":[8],"and":[9,31,49,93,132],"optimization":[10],"of":[11,118],"large":[12],"systems":[13],"with":[14,71],"uncertainties.":[15],"It":[16,109],"being":[18],"applied":[19],"drug":[21],"development,":[22],"analyzing":[23],"financial":[24],"markets,":[25],"search":[26],"for":[27,102],"new":[28],"oil":[29],"fields,":[30],"many":[32],"more":[33],"areas.":[34],"As":[35],"the":[36],"silicon":[37],"process":[38],"technology":[39],"scales":[40],"to":[41,115,120],"its":[42,52],"limits,":[43],"uncertainty":[44],"plays":[45],"an":[46],"increasing":[47],"role":[48],"has":[50],"made":[51],"way":[53],"into":[54],"tools":[55],"such":[56],"as":[57,112],"yield":[58],"statistical":[60],"time":[61],"etc.":[63],"In":[64],"this":[65],"educational":[66],"panel,":[67],"we":[68],"will":[69,90],"start":[70],"short":[73],"tutorial":[74],"on":[75],"Monte":[76,99],"Carlo":[77,100],"methods":[78,101,128],"including":[79],"their":[80,95,107],"use":[81],"EDA.":[83],"Three":[84],"experts":[85],"from":[86],"distinct":[87],"application":[88],"fields":[89],"then":[91],"follow":[92],"discuss":[94],"experience":[96],"using":[98],"solving":[103],"large-scale":[104],"problems":[105],"domain.":[108],"may":[110],"come":[111],"surprise":[114],"some":[116],"attendees":[117],"DAC":[119],"learn":[121],"how":[122],"much":[123],"commonality":[124],"there":[125],"between":[127],"used":[129],"EDA":[131],"other":[133],"field":[134],"that":[135],"seem":[136],"far-fetched.":[137]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}