{"id":"https://openalex.org/W4411490481","doi":"https://doi.org/10.1145/3732775.3733582","title":"Data Assimilation for Robust UQ Within Agent-Based Simulation on HPC Systems","display_name":"Data Assimilation for Robust UQ Within Agent-Based Simulation on HPC Systems","publication_year":2025,"publication_date":"2025-06-16","ids":{"openalex":"https://openalex.org/W4411490481","doi":"https://doi.org/10.1145/3732775.3733582"},"language":"en","primary_location":{"id":"doi:10.1145/3732775.3733582","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3732775.3733582","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3732775.3733582","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Platform for Advanced Scientific Computing Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3732775.3733582","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5076564926","display_name":"Adam Spannaus","orcid":"https://orcid.org/0000-0002-2521-3657"},"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":false,"raw_author_name":"Adam Spannaus","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, USA"],"raw_orcid":"https://orcid.org/0000-0002-2521-3657","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017986637","display_name":"Sifat Afroj Moon","orcid":"https://orcid.org/0000-0003-4496-8809"},"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":false,"raw_author_name":"Sifat Afroj Moon","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, USA"],"raw_orcid":"https://orcid.org/0000-0003-4496-8809","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018744978","display_name":"John Gounley","orcid":"https://orcid.org/0000-0001-8424-4982"},"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":false,"raw_author_name":"John Gounley","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, USA"],"raw_orcid":"https://orcid.org/0000-0001-8424-4982","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052259818","display_name":"Heidi A. Hanson","orcid":"https://orcid.org/0000-0003-0056-196X"},"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":false,"raw_author_name":"Heidi A. Hanson","raw_affiliation_strings":["Oak Ridge National Laboratory, Oak Ridge, USA"],"raw_orcid":"https://orcid.org/0000-0003-0056-196X","affiliations":[{"raw_affiliation_string":"Oak Ridge National Laboratory, Oak Ridge, USA","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":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15222213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9833999872207642,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10711","display_name":"Target Tracking and Data Fusion in Sensor Networks","score":0.9462000131607056,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9460999965667725,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/data-assimilation","display_name":"Data assimilation","score":0.7258076667785645},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7134391665458679},{"id":"https://openalex.org/keywords/assimilation","display_name":"Assimilation (phonology)","score":0.6040101051330566},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4784829020500183},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.46132272481918335},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.37472790479660034},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.07415667176246643}],"concepts":[{"id":"https://openalex.org/C24552861","wikidata":"https://www.wikidata.org/wiki/Q2670177","display_name":"Data assimilation","level":2,"score":0.7258076667785645},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7134391665458679},{"id":"https://openalex.org/C75649859","wikidata":"https://www.wikidata.org/wiki/Q148877","display_name":"Assimilation (phonology)","level":2,"score":0.6040101051330566},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4784829020500183},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.46132272481918335},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.37472790479660034},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.07415667176246643},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3732775.3733582","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3732775.3733582","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3732775.3733582","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Platform for Advanced Scientific Computing Conference","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3732775.3733582","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3732775.3733582","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3732775.3733582","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Platform for Advanced Scientific Computing Conference","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1489425746","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G1645119126","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G5460066259","display_name":null,"funder_award_id":"DE-SC-ERKJ422","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G5726405315","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G6129992089","display_name":null,"funder_award_id":"DE-AC05-","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"},{"id":"https://openalex.org/G6864165199","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G7995982022","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8269158468","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G8813984943","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"},{"id":"https://openalex.org/G8906985441","display_name":null,"funder_award_id":"00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8943143067","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"}],"funders":[{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306250","display_name":"Battelle","ror":"https://ror.org/01h5tnr73"},{"id":"https://openalex.org/F4320316892","display_name":"UT-Battelle","ror":"https://ror.org/04nza6677"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411490481.pdf","grobid_xml":"https://content.openalex.org/works/W4411490481.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W1501586228","https://openalex.org/W1824867259","https://openalex.org/W1932940155","https://openalex.org/W2098613108","https://openalex.org/W2106275379","https://openalex.org/W2124333705","https://openalex.org/W2131681506","https://openalex.org/W2146252062","https://openalex.org/W2147357149","https://openalex.org/W2156141719","https://openalex.org/W2416695717","https://openalex.org/W2573044601","https://openalex.org/W2765076328","https://openalex.org/W2940922269","https://openalex.org/W2949646449","https://openalex.org/W3008520999","https://openalex.org/W3041138316","https://openalex.org/W3090482648","https://openalex.org/W3099617898","https://openalex.org/W3099768174","https://openalex.org/W3105189809","https://openalex.org/W3192259771","https://openalex.org/W3199500355","https://openalex.org/W3208916817","https://openalex.org/W4211049957","https://openalex.org/W4211177544","https://openalex.org/W4221145666","https://openalex.org/W4247836593","https://openalex.org/W4378575485","https://openalex.org/W4385879680","https://openalex.org/W4386373863","https://openalex.org/W4388819009","https://openalex.org/W4390600984","https://openalex.org/W4396641091","https://openalex.org/W6763729795"],"related_works":["https://openalex.org/W2384867379","https://openalex.org/W4400094300","https://openalex.org/W2329539859","https://openalex.org/W2227905990","https://openalex.org/W2765823764","https://openalex.org/W3214280620","https://openalex.org/W1599154403","https://openalex.org/W2394447903","https://openalex.org/W4238891807","https://openalex.org/W115305104"],"abstract_inverted_index":{"Agent-based":[0],"simulation":[1],"provides":[2],"a":[3,28,56],"powerful":[4],"tool":[5],"for":[6,19,55,74],"in":[7],"silico":[8],"system":[9],"modeling.":[10],"However,":[11],"these":[12,24],"simulations":[13],"do":[14],"not":[15],"provide":[16],"built-in":[17],"methods":[18],"uncertainty":[20],"quantification":[21],"(UQ).":[22],"Within":[23],"types":[25],"of":[26,38],"models":[27],"typical":[29],"approach":[30,46],"to":[31,34,50,68],"UQ":[32],"is":[33,47],"run":[35],"multiple":[36],"realizations":[37],"the":[39,51],"model":[40],"then":[41],"compute":[42,52],"aggregate":[43],"statistics.":[44],"This":[45],"limited":[48],"due":[49],"time":[53],"required":[54],"solution.":[57],"When":[58],"faced":[59],"with":[60,79],"an":[61],"emerging":[62],"biothreat,":[63],"public":[64],"health":[65],"decisions":[66],"need":[67],"be":[69],"made":[70],"quickly":[71],"and":[72],"solutions":[73],"integrating":[75],"near":[76],"real-time":[77],"data":[78],"analytic":[80],"tools":[81],"are":[82],"needed.":[83]},"counts_by_year":[],"updated_date":"2026-07-09T07:52:08.696243","created_date":"2025-10-10T00:00:00"}
