Pub Date : 2023-01-01DOI: 10.7712/120223.10363.19657
Massimiliano Lucchesi, Barbara Pintucchi, Nicola Zani
{"title":"ON THE CUMULATIVE DISTRIBUTION FUNCTION OF OUTPUT RANDOM VARIABLES IN THE STUDY OF DYNAMIC SYSTEMS","authors":"Massimiliano Lucchesi, Barbara Pintucchi, Nicola Zani","doi":"10.7712/120223.10363.19657","DOIUrl":"https://doi.org/10.7712/120223.10363.19657","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135213514","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.7712/120223.10331.19858
Lukáš Novák, Michael D. Shields, Václav Sadílek, Miroslav Vořechovský
{"title":"LOCALIZED APPROXIMATIONS BY POLYNOMIAL CHAOS EXPANSIONS FOR HIGHLY NON-LINEAR FUNCTIONS","authors":"Lukáš Novák, Michael D. Shields, Václav Sadílek, Miroslav Vořechovský","doi":"10.7712/120223.10331.19858","DOIUrl":"https://doi.org/10.7712/120223.10331.19858","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"3 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135213715","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.7712/120223.10379.19908
James Donnelly, Alireza Daneshkhah, Soroush Abolfathi
{"title":"A PHYSICS-INFORMED NEURAL NETWORK SURROGATE MODEL FOR TIDAL SIMULATIONS","authors":"James Donnelly, Alireza Daneshkhah, Soroush Abolfathi","doi":"10.7712/120223.10379.19908","DOIUrl":"https://doi.org/10.7712/120223.10379.19908","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"124 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135213168","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.7712/120223.10375.19997
Pushpa Pandey, Hamed Haddad Khodaparast, Michael Ian Friswell, Tanmoy Chatterjee, Tom Deighan
{"title":"COMPARISON OF DATA DRIVEN BASED SYSTEM IDENTIFICATION TECHNIQUES FOR DIFFERENT NON-LINEAR DYNAMICAL SYSTEMS","authors":"Pushpa Pandey, Hamed Haddad Khodaparast, Michael Ian Friswell, Tanmoy Chatterjee, Tom Deighan","doi":"10.7712/120223.10375.19997","DOIUrl":"https://doi.org/10.7712/120223.10375.19997","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135213169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.7712/120223.10348.20039
Karl Johnson, Caroline Morais, Edoardo Patelli
{"title":"AI TOOLS FOR HUMAN RELIABILITY ANALYSIS","authors":"Karl Johnson, Caroline Morais, Edoardo Patelli","doi":"10.7712/120223.10348.20039","DOIUrl":"https://doi.org/10.7712/120223.10348.20039","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134883061","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.7712/120223.10341.19955
Nils Bock, Daigo Maruyama
{"title":"LEARNING TO SIMULATE FLUID FLOW AROUND AIRFOILS USING GRAPH NEURAL NETWORKS","authors":"Nils Bock, Daigo Maruyama","doi":"10.7712/120223.10341.19955","DOIUrl":"https://doi.org/10.7712/120223.10341.19955","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135213458","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.7712/120223.10353.19824
Jinyan Zhao, Matthew J. DeJong
{"title":"APPLICATION OF MULTI-FIDELITY AND RANDOMIZED QUASI-MONTE CARLO METHODS IN THE PROBABILISTIC ASSESSMENT OF EXCAVATION-INDUCED BUILDING DAMAGES","authors":"Jinyan Zhao, Matthew J. DeJong","doi":"10.7712/120223.10353.19824","DOIUrl":"https://doi.org/10.7712/120223.10353.19824","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135213461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.7712/120223.10364.19705
Philipp J. Wenig, Stephan Kelm, Markus Klein
{"title":"UNCERTAINTY QUANTIFICATION OF A INDUSTRIAL SCALE CFD APPLICATION USING STOCHASTIC SPECTRAL METHODS","authors":"Philipp J. Wenig, Stephan Kelm, Markus Klein","doi":"10.7712/120223.10364.19705","DOIUrl":"https://doi.org/10.7712/120223.10364.19705","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"25 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135213477","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"EXPERIMENTAL INVESTIGATION OF THE UNCERTAINTY OF DISORDERED FIBER-REINFORCED INJECTION-MOLDED COMPONENTS","authors":"Benedikt Rohrmüller, Franziska Kneisel, Jörg Hohe, Carla Beckmann","doi":"10.7712/120223.10367.19897","DOIUrl":"https://doi.org/10.7712/120223.10367.19897","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135213483","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-01-01DOI: 10.7712/120223.10349.19593
Giada Colella, Volker A. Lange, Fabian Duddeck
{"title":"ENHANCING TRANSFER LEARNING FOR CRASHWORTHINESS STUDIES UNDER LOW DATA AVAILABILITY THROUGH SPHERE PROJECTION","authors":"Giada Colella, Volker A. Lange, Fabian Duddeck","doi":"10.7712/120223.10349.19593","DOIUrl":"https://doi.org/10.7712/120223.10349.19593","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"62 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135213491","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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