Pub Date : 2023-01-01DOI: 10.7712/120223.10370.19940
Damien Bonnet-Eymard, Augustin Persoons, Matthias G.R. Faes, David Moens
{"title":"QUANTIFYING UNCERTAINTY OF PHYSICS-INFORMED NEURAL NETWORKS FOR CONTINUUM MECHANICS APPLICATIONS","authors":"Damien Bonnet-Eymard, Augustin Persoons, Matthias G.R. Faes, David Moens","doi":"10.7712/120223.10370.19940","DOIUrl":"https://doi.org/10.7712/120223.10370.19940","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":"135213480","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: 10.7712/120223.10342.19746
Nataly Manque, Marcos Valdebenito, Matthias Faes, Pierre Beaurepaire
{"title":"A REDUCED ORDER MODEL APPROACH FOR FUZZY FIELD ANALYSIS","authors":"Nataly Manque, Marcos Valdebenito, Matthias Faes, Pierre Beaurepaire","doi":"10.7712/120223.10342.19746","DOIUrl":"https://doi.org/10.7712/120223.10342.19746","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"165 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":"135213498","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: 10.7712/120223.10359.20353
Harleen K. Sandhu, Saran S. Bodda, Serena Sauers, Abhinav Gupta
{"title":"FEATURE EXTRACTION FOR UNCERTAINTY QUANTIFICATION AND REDUCTION OF NOISE IN CONDITION MONITORING USING DEEP LEARNING","authors":"Harleen K. Sandhu, Saran S. Bodda, Serena Sauers, Abhinav Gupta","doi":"10.7712/120223.10359.20353","DOIUrl":"https://doi.org/10.7712/120223.10359.20353","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"166 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":"135213509","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: 10.7712/120223.10344.19792
Kristof A. Simady, Pierre Beaurepaire, Nicolas Gayton
{"title":"IMPRECISE PROBABILITIES AS AN ANSWER TO THE INDETERMINACY INHERENT TO MECHANICAL TOLERANCES","authors":"Kristof A. Simady, Pierre Beaurepaire, Nicolas Gayton","doi":"10.7712/120223.10344.19792","DOIUrl":"https://doi.org/10.7712/120223.10344.19792","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"153 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":"135213519","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: 10.7712/120223.10362.19653
M.D. Champneys, T.J. Rogers
{"title":"APPROXIMATE BAYESIAN MODAL ANALYSIS WITH PARTICLE-SWARM PROPOSALS","authors":"M.D. Champneys, T.J. Rogers","doi":"10.7712/120223.10362.19653","DOIUrl":"https://doi.org/10.7712/120223.10362.19653","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"308 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":"134882367","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: 10.7712/120223.10337.19817
Bastien X. Nony, Mélanie C. Rochoux, Thomas Jaravel, Didier Lucor
{"title":"REDUCED-ORDER MODEL FOR MICROSCALE ATMOSPHERIC DISPERSION COMBINING MULTI-FIDELITY LES AND RANS DATA","authors":"Bastien X. Nony, Mélanie C. Rochoux, Thomas Jaravel, Didier Lucor","doi":"10.7712/120223.10337.19817","DOIUrl":"https://doi.org/10.7712/120223.10337.19817","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"11 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":"134883414","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: 10.7712/120223.10322.20017
Filippos Filippitzis, Ho Man Siu, Charikleia Stoura, Costas Papadimitriou, Elias G. Dimitrakopoulos
{"title":"RESPONSE RECONSTRUCTION IN BRIDGES USING ON-BOARD MEASUREMENTS FROM PASSING VEHICLES","authors":"Filippos Filippitzis, Ho Man Siu, Charikleia Stoura, Costas Papadimitriou, Elias G. Dimitrakopoulos","doi":"10.7712/120223.10322.20017","DOIUrl":"https://doi.org/10.7712/120223.10322.20017","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"48 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":"134883514","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: 10.7712/120223.10373.19987
Ketshabile Nfanyana, Leanne Johnson, Petrie Meyer
{"title":"YIELD AND SENSITIVITY ANALYSIS OF MULTI-ELEMENT ANTENNA ARRAYS USING THE NON-LINEAR PARTIAL LEAST-SQUARES POLYNOMIAL CHAOS EXPANSION TECHNIQUE","authors":"Ketshabile Nfanyana, Leanne Johnson, Petrie Meyer","doi":"10.7712/120223.10373.19987","DOIUrl":"https://doi.org/10.7712/120223.10373.19987","url":null,"abstract":"","PeriodicalId":486785,"journal":{"name":"4th International Conference on Uncertainty Quantification in Computational Sciences and Engineering","volume":"19 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":"134884459","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: 10.7712/120223.10321.19924
Marios Panias, Luigi Caglio, Sebastian T. Glavind, Amirali Sadeqi, Michael Havbro Faber, Henrik Stang, Evangelos Katsanos
{"title":"TUNING OF KALMAN FILTER NOISE PARAMETERS FOR UNCERTAINTY QUANTIFICATION IN INPUT-STATE ESTIMATION OF MDOF SYSTEMS","authors":"Marios Panias, Luigi Caglio, Sebastian T. Glavind, Amirali Sadeqi, Michael Havbro Faber, Henrik Stang, Evangelos Katsanos","doi":"10.7712/120223.10321.19924","DOIUrl":"https://doi.org/10.7712/120223.10321.19924","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":"135213443","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: 10.7712/120223.10368.19902
Reza Barzanooni, Michael Pabst, Christian Boegle, Fabian Duddeck
{"title":"INVESTIGATION OF A VALIDATION APPROACH CONSIDERING UNCERTAINTIES FOR COMPONENTS IN AUTOMOTIVE CRASH SIMULATION MODELS","authors":"Reza Barzanooni, Michael Pabst, Christian Boegle, Fabian Duddeck","doi":"10.7712/120223.10368.19902","DOIUrl":"https://doi.org/10.7712/120223.10368.19902","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":"135213482","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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