{"id":"https://openalex.org/W3201190896","doi":"https://doi.org/10.1007/s10915-021-01598-6","title":"A Parallel Dynamic Asynchronous Framework for Uncertainty Quantification by Hierarchical Monte Carlo Algorithms","display_name":"A Parallel Dynamic Asynchronous Framework for Uncertainty Quantification by Hierarchical Monte Carlo Algorithms","publication_year":2021,"publication_date":"2021-09-13","ids":{"openalex":"https://openalex.org/W3201190896","doi":"https://doi.org/10.1007/s10915-021-01598-6","mag":"3201190896"},"language":"en","primary_location":{"id":"doi:10.1007/s10915-021-01598-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10915-021-01598-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10915-021-01598-6.pdf","source":{"id":"https://openalex.org/S151550017","display_name":"Journal of Scientific Computing","issn_l":"0885-7474","issn":["0885-7474","1573-7691"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"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 Scientific Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10915-021-01598-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026050905","display_name":"Riccardo Tosi","orcid":"https://orcid.org/0000-0002-0133-8367"},"institutions":[{"id":"https://openalex.org/I4210127182","display_name":"International Center for Numerical Methods in Engineering","ror":"https://ror.org/03ej8a714","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210127182","https://openalex.org/I4387153040","https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Riccardo Tosi","raw_affiliation_strings":["International Centre for Numerical Methods in Engineering, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Centre for Numerical Methods in Engineering, Barcelona, Spain","institution_ids":["https://openalex.org/I4210127182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008815736","display_name":"Ramon Amela","orcid":"https://orcid.org/0000-0001-5943-5824"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ramon Amela","raw_affiliation_strings":["Barcelona Supercomputing Center, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center, Barcelona, Spain","institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015588225","display_name":"Rosa M. Badia","orcid":"https://orcid.org/0000-0003-2941-5499"},"institutions":[{"id":"https://openalex.org/I2799803557","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96","country_code":"ES","type":"facility","lineage":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rosa M. Badia","raw_affiliation_strings":["Barcelona Supercomputing Center, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Barcelona Supercomputing Center, Barcelona, Spain","institution_ids":["https://openalex.org/I2799803557","https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062443348","display_name":"Riccardo Rossi","orcid":"https://orcid.org/0000-0003-0528-7074"},"institutions":[{"id":"https://openalex.org/I4210127182","display_name":"International Center for Numerical Methods in Engineering","ror":"https://ror.org/03ej8a714","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210127182","https://openalex.org/I4387153040","https://openalex.org/I9617848"]},{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Riccardo Rossi","raw_affiliation_strings":["International Centre for Numerical Methods in Engineering, Barcelona, Spain","Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Centre for Numerical Methods in Engineering, Barcelona, Spain","institution_ids":["https://openalex.org/I4210127182"]},{"raw_affiliation_string":"Universitat Polit\u00e8cnica de Catalunya, Barcelona, Spain","institution_ids":["https://openalex.org/I9617848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5026050905"],"corresponding_institution_ids":["https://openalex.org/I4210127182"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":{"value":2990,"currency":"USD","value_usd":2990},"fwci":1.1421,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.81390883,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"89","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T10928","display_name":"Probabilistic and Robust Engineering Design","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"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/T12404","display_name":"Mathematical Approximation and Integration","score":0.9890999794006348,"subfield":{"id":"https://openalex.org/subfields/2612","display_name":"Numerical Analysis"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10792","display_name":"Matrix Theory and Algorithms","score":0.9749000072479248,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.7390115261077881},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.7145692706108093},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.667190670967102},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.5652443766593933},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5544261932373047},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.5193865895271301},{"id":"https://openalex.org/keywords/hierarchy","display_name":"Hierarchy","score":0.4960564076900482},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4708860516548157},{"id":"https://openalex.org/keywords/uncertainty-quantification","display_name":"Uncertainty quantification","score":0.46182873845100403},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.3317450284957886},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23630449175834656},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.08677265048027039}],"concepts":[{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.7390115261077881},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.7145692706108093},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.667190670967102},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.5652443766593933},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5544261932373047},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.5193865895271301},{"id":"https://openalex.org/C31170391","wikidata":"https://www.wikidata.org/wiki/Q188619","display_name":"Hierarchy","level":2,"score":0.4960564076900482},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4708860516548157},{"id":"https://openalex.org/C32230216","wikidata":"https://www.wikidata.org/wiki/Q7882499","display_name":"Uncertainty quantification","level":2,"score":0.46182873845100403},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.3317450284957886},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23630449175834656},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.08677265048027039},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C34447519","wikidata":"https://www.wikidata.org/wiki/Q179522","display_name":"Market economy","level":1,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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":2,"locations":[{"id":"doi:10.1007/s10915-021-01598-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10915-021-01598-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10915-021-01598-6.pdf","source":{"id":"https://openalex.org/S151550017","display_name":"Journal of Scientific Computing","issn_l":"0885-7474","issn":["0885-7474","1573-7691"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"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 Scientific Computing","raw_type":"journal-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/352723","is_oa":true,"landing_page_url":"http://hdl.handle.net/2117/352723","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.1007/s10915-021-01598-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10915-021-01598-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10915-021-01598-6.pdf","source":{"id":"https://openalex.org/S151550017","display_name":"Journal of Scientific Computing","issn_l":"0885-7474","issn":["0885-7474","1573-7691"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"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 Scientific Computing","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G2436365243","display_name":null,"funder_award_id":"2014-SGR-1051","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G3222096693","display_name":null,"funder_award_id":"TIN2015-65316-P","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7096924396","display_name":null,"funder_award_id":"TIN2015-65316","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G7178963203","display_name":null,"funder_award_id":"2014- SGR-1051","funder_id":"https://openalex.org/F4320321505","funder_display_name":"Generalitat de Catalunya"},{"id":"https://openalex.org/G7531481501","display_name":"EXAscale Quantification of Uncertainties for Technology and Science Simulation","funder_award_id":"800898","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321505","display_name":"Generalitat de Catalunya","ror":"https://ror.org/01bg62x04"},{"id":"https://openalex.org/F4320323868","display_name":"Barcelona Supercomputing Center","ror":"https://ror.org/05sd8tv96"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3201190896.pdf","grobid_xml":"https://content.openalex.org/works/W3201190896.grobid-xml"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W323536346","https://openalex.org/W595079961","https://openalex.org/W1168671556","https://openalex.org/W1538934584","https://openalex.org/W1558931034","https://openalex.org/W1967781683","https://openalex.org/W1982478920","https://openalex.org/W2004206314","https://openalex.org/W2014945091","https://openalex.org/W2018159038","https://openalex.org/W2024771618","https://openalex.org/W2049194960","https://openalex.org/W2050833073","https://openalex.org/W2054500568","https://openalex.org/W2056624361","https://openalex.org/W2062506051","https://openalex.org/W2069366742","https://openalex.org/W2075302537","https://openalex.org/W2087111615","https://openalex.org/W2091225596","https://openalex.org/W2119982803","https://openalex.org/W2124940540","https://openalex.org/W2125484595","https://openalex.org/W2130342057","https://openalex.org/W2135459060","https://openalex.org/W2135523803","https://openalex.org/W2156598245","https://openalex.org/W2163715525","https://openalex.org/W2333251588","https://openalex.org/W2464898451","https://openalex.org/W2521786068","https://openalex.org/W2746896737","https://openalex.org/W2888704994","https://openalex.org/W2889265192","https://openalex.org/W2898096621","https://openalex.org/W2944548868","https://openalex.org/W3019293565","https://openalex.org/W3103019089","https://openalex.org/W6912500665"],"related_works":["https://openalex.org/W2384867379","https://openalex.org/W2329539859","https://openalex.org/W3191490922","https://openalex.org/W2227905990","https://openalex.org/W2765823764","https://openalex.org/W3214280620","https://openalex.org/W2794038527","https://openalex.org/W2151092287","https://openalex.org/W2523801036","https://openalex.org/W207411050"],"abstract_inverted_index":{"Abstract":[0],"The":[1,35,59],"necessity":[2],"of":[3,13,22,37,66,68,84,120],"dealing":[4],"with":[5,86],"uncertainties":[6],"is":[7,40,100],"growing":[8],"in":[9,113],"many":[10],"different":[11,106],"fields":[12],"science":[14],"and":[15,32,49,72,99,111],"engineering.":[16],"Due":[17],"to":[18,41,54,88,116],"the":[19,63,69,76,103,118,121],"constant":[20],"development":[21],"computational":[23,33,77],"capabilities,":[24],"current":[25],"solvers":[26],"must":[27],"satisfy":[28],"both":[29],"statistical":[30],"accuracy":[31],"efficiency.":[34],"aim":[36],"this":[38],"work":[39],"introduce":[42],"an":[43],"asynchronous":[44],"framework":[45],"for":[46],"Monte":[47,51],"Carlo":[48,52],"Multilevel":[50],"methods":[53],"achieve":[55],"such":[56],"a":[57,81,114],"result.":[58],"proposed":[60,122],"approach":[61],"presents":[62],"same":[64],"reliability":[65],"state":[67],"art":[70],"techniques,":[71],"aims":[73],"at":[74],"improving":[75],"efficiency":[78],"by":[79],"adding":[80],"new":[82],"level":[83],"parallelism":[85],"respect":[87],"existing":[89],"algorithms:":[90],"between":[91],"batches,":[92],"where":[93],"each":[94],"batch":[95],"owns":[96],"its":[97],"hierarchy":[98],"independent":[101],"from":[102],"others.":[104],"Two":[105],"numerical":[107],"problems":[108],"are":[109],"considered":[110],"solved":[112],"supercomputer":[115],"show":[117],"behavior":[119],"approach.":[123]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6}],"updated_date":"2026-07-31T08:31:51.225901","created_date":"2025-10-10T00:00:00"}