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Item Machine learning for analysis of real nuclear plant data in the frequency domain(2022-07-01) Kollias, Stefanos; Yu, Miao; Wingate, James; Durrant, Aiden; Leontidis, Georgios; Alexandridis, Georgios; Stafylopatis, Andreas; Mylonakis, Antonios; Vinai, Paolo; Demaziere, Christophe; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning; University of Aberdeen.Centre for Energy TransitionItem Results of the application and demonstration calculations(European Commission, 2020-07-31) Alexandridis, Georgios; Blaesius, Christoph; Demaziere, Christophe; Destouches, Christophe; Dokhane, Abdelhamid; Durrant, Aiden; Fiser, Vladimir; Girardin, Gaëtan; Herb, Joachim; Ioannou, Georgios; Jacqmin, Robert; Knospe, Alexander; Kollias, Stefanos; Lange, Carsten; Leontidis, Georgios; Lipcsei, Sandor; Montalvo, Cristina; Mylonakis, Antonios; Pantera, Laurent; Perin, Yann; Pohl, Christoph; Seidl, Marcus; Stafylopatis, Andreas; Stulik, Petr; Torres, Luis Alejandro; Verdu Martin, Gumersindo; Verma, Vasudha; Vidal-Ferràndiz, Antoni; Viebach, Marco; Vinai, Paolo; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem Detection and Localisation of Multiple In-core Perturbations with Neutron Noise-based Self-Supervised Domain Adaptation(American Nuclear Society, 2021-10-06) Durrant, Aiden; Leontidis, Georgios; Kollias, Stefanos; Torres, Alejandro; Montalvo, Cristina; Mylonakis, Antonios; Demaziere, Christophe; Vinai, PaoloItem Neutron Noise-based Anomaly Classification and Localization using Machine Learning(2021-02-22) Demaziere, Christophe; Mylonakis, Antonios; Vinai, Paolo; Durrant, Aiden; Ribeiro, Fabio De Sousa; Wingate, James; Leontidis, Georgios; Kollias, Stefanos; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Machine Learning