{"title":"Polynomial chaos based uncertainty quantification in electrical engineering: applications","authors":"P. Manfredi, D. Ginste","doi":"10.1049/sbew552e_ch3","DOIUrl":"https://doi.org/10.1049/sbew552e_ch3","url":null,"abstract":"","PeriodicalId":110632,"journal":{"name":"Uncertainty Quantification of Electromagnetic Devices, Circuits, and Systems","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127627171","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":"Mixed epistemic-aleatory uncertainty using a new polynomial chaos formulation combined with machine learning","authors":"D. Spina, T. Dhaene, Flavia Grassi","doi":"10.1049/sbew552e_ch10","DOIUrl":"https://doi.org/10.1049/sbew552e_ch10","url":null,"abstract":"","PeriodicalId":110632,"journal":{"name":"Uncertainty Quantification of Electromagnetic Devices, Circuits, and Systems","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128844327","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":"Conclusions and future directions","authors":"Sourajeet Roy","doi":"10.1049/sbew552e_ch11","DOIUrl":"https://doi.org/10.1049/sbew552e_ch11","url":null,"abstract":"","PeriodicalId":110632,"journal":{"name":"Uncertainty Quantification of Electromagnetic Devices, Circuits, and Systems","volume":"357 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122730151","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":"A predictor–corrector algorithm for fast polynomial chaos based statistical modeling of carbon nanotube interconnects","authors":"Surila Guglani, Sourajeet Roy","doi":"10.1049/sbew552e_ch5","DOIUrl":"https://doi.org/10.1049/sbew552e_ch5","url":null,"abstract":"","PeriodicalId":110632,"journal":{"name":"Uncertainty Quantification of Electromagnetic Devices, Circuits, and Systems","volume":"535 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113986464","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":"Polynomial chaos based uncertainty quantification in electrical engineering: theory","authors":"P. Manfredi, D. Ginste","doi":"10.1049/sbew552e_ch2","DOIUrl":"https://doi.org/10.1049/sbew552e_ch2","url":null,"abstract":"","PeriodicalId":110632,"journal":{"name":"Uncertainty Quantification of Electromagnetic Devices, Circuits, and Systems","volume":"16 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114263522","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":"Artificial neural network-based yield optimization with uncertainties in EM structural parameters","authors":"Feng, Jianan Zhang, Qi-jun Zhang","doi":"10.1049/sbew552e_ch8","DOIUrl":"https://doi.org/10.1049/sbew552e_ch8","url":null,"abstract":"","PeriodicalId":110632,"journal":{"name":"Uncertainty Quantification of Electromagnetic Devices, Circuits, and Systems","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121026473","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":"Dimension reduction strategies to address the curse of dimensionality in polynomial chaos","authors":"Sourajeet Roy","doi":"10.1049/sbew552e_ch4","DOIUrl":"https://doi.org/10.1049/sbew552e_ch4","url":null,"abstract":"","PeriodicalId":110632,"journal":{"name":"Uncertainty Quantification of Electromagnetic Devices, Circuits, and Systems","volume":"50 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"120908916","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":"Uncertainty quantification in electromagnetic device, circuit, and system simulation: its importance and value","authors":"Sourajeet Roy","doi":"10.1049/sbew552e_ch1","DOIUrl":"https://doi.org/10.1049/sbew552e_ch1","url":null,"abstract":"","PeriodicalId":110632,"journal":{"name":"Uncertainty Quantification of Electromagnetic Devices, Circuits, and Systems","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133614229","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":"Uncertainty quantification and design optimization with non-Gaussian correlated process variations","authors":"Zhenglu Zhang","doi":"10.1049/sbew552e_ch6","DOIUrl":"https://doi.org/10.1049/sbew552e_ch6","url":null,"abstract":"","PeriodicalId":110632,"journal":{"name":"Uncertainty Quantification of Electromagnetic Devices, Circuits, and Systems","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128679531","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":"Exploring order reduction clustering methods for uncertainty quantification of electromagnetic composite structures","authors":"S. Lalléchère","doi":"10.1049/sbew552e_ch9","DOIUrl":"https://doi.org/10.1049/sbew552e_ch9","url":null,"abstract":"","PeriodicalId":110632,"journal":{"name":"Uncertainty Quantification of Electromagnetic Devices, Circuits, and Systems","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-12-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127544441","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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