Ali Ahmadibeni, B. Jones, Damiyelle Smith, A. Shirkhodaie
{"title":"Dynamic Transfer Learning from Physics-Based Simulated SAR Imagery for Automatic Target Recognition","authors":"Ali Ahmadibeni, B. Jones, Damiyelle Smith, A. Shirkhodaie","doi":"10.1007/978-3-030-61725-7_19","DOIUrl":"https://doi.org/10.1007/978-3-030-61725-7_19","url":null,"abstract":"","PeriodicalId":156001,"journal":{"name":"Dynamic Data Driven Application Systems","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121017691","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}
Styliani Pantopoulou, P. Lagari, C. H. Townsend, L. Tsoukalas
{"title":"Data-Based Defense-in-Depth of Critical Systems","authors":"Styliani Pantopoulou, P. Lagari, C. H. Townsend, L. Tsoukalas","doi":"10.1007/978-3-030-61725-7_33","DOIUrl":"https://doi.org/10.1007/978-3-030-61725-7_33","url":null,"abstract":"","PeriodicalId":156001,"journal":{"name":"Dynamic Data Driven Application Systems","volume":"41 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114869298","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}
B. Jones, Ali Ahmadibeni, M. Beard, A. Shirkhodaie
{"title":"Physics-Based SAR Modeling and Simulation for Large-Scale Data Generation of Multi-platform Vehicles for Deep Learning-Based ATR","authors":"B. Jones, Ali Ahmadibeni, M. Beard, A. Shirkhodaie","doi":"10.1007/978-3-030-61725-7_27","DOIUrl":"https://doi.org/10.1007/978-3-030-61725-7_27","url":null,"abstract":"","PeriodicalId":156001,"journal":{"name":"Dynamic Data Driven Application Systems","volume":"116 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131574301","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}
Herbert Turner, Maggie Zhang, David J. Gondelach, R. Linares
{"title":"Machine Learning Algorithms for Improved Thermospheric Density Modeling","authors":"Herbert Turner, Maggie Zhang, David J. Gondelach, R. Linares","doi":"10.1007/978-3-030-61725-7_18","DOIUrl":"https://doi.org/10.1007/978-3-030-61725-7_18","url":null,"abstract":"","PeriodicalId":156001,"journal":{"name":"Dynamic Data Driven Application Systems","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117083568","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}
Aneesh Rangnekar, Emmett Ientilucci, Christopher Kanan, M. Hoffman
{"title":"Uncertainty Estimation for Semantic Segmentation of Hyperspectral Imagery","authors":"Aneesh Rangnekar, Emmett Ientilucci, Christopher Kanan, M. Hoffman","doi":"10.1007/978-3-030-61725-7_20","DOIUrl":"https://doi.org/10.1007/978-3-030-61725-7_20","url":null,"abstract":"","PeriodicalId":156001,"journal":{"name":"Dynamic Data Driven Application Systems","volume":"34 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127099628","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":"Physics-Driven Machine Learning for Time-Optimal Path Planning in Stochastic Dynamic Flows","authors":"Rohit Chowdhury, D. Subramani","doi":"10.1007/978-3-030-61725-7_34","DOIUrl":"https://doi.org/10.1007/978-3-030-61725-7_34","url":null,"abstract":"","PeriodicalId":156001,"journal":{"name":"Dynamic Data Driven Application Systems","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116311777","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 Analysis of Self-healed Composites with Machine Learning as Part of DDDAS","authors":"Sameer B. Mulani, Samit Roy, Bodiuzzaman Jony","doi":"10.1007/978-3-030-61725-7_15","DOIUrl":"https://doi.org/10.1007/978-3-030-61725-7_15","url":null,"abstract":"","PeriodicalId":156001,"journal":{"name":"Dynamic Data Driven Application Systems","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131381986","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}
Eric J. Lyons, D. Westbrook, Andrew Grote, G. Papadimitriou, Komal Thareja, Cong Wang, M. Zink, E. Deelman, A. Mandal, P. Ruth
{"title":"An On-Demand Weather Avoidance System for Small Aircraft Flight Path Routing","authors":"Eric J. Lyons, D. Westbrook, Andrew Grote, G. Papadimitriou, Komal Thareja, Cong Wang, M. Zink, E. Deelman, A. Mandal, P. Ruth","doi":"10.1007/978-3-030-61725-7_36","DOIUrl":"https://doi.org/10.1007/978-3-030-61725-7_36","url":null,"abstract":"","PeriodicalId":156001,"journal":{"name":"Dynamic Data Driven Application Systems","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127091761","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}