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Item Deep learning techniques for in-core perturbation identification and localization of time-series nuclear plant measurements(2022-12-01) Papaoikonomou, Antonios; Wingate, James; Verma, Vasudha; Durrant, Aiden; Ioannou, George; Papagiannis, Tasos; Yu, Miao; Alexandridis, Georgios; Dokhane, Abdelhamid; Leontidis, Georgios; Kollias, Stefanos; Stafylopatis, Andreas; University of Aberdeen.Computing Science; University of Aberdeen.Machine Learning; University of Aberdeen.Centre for Energy TransitionItem Multi-source domain adaptation for quality control in retail food packaging(2020-12) Thota, Mamatha; Kollias, Stefanos; Swainson, Mark; Leontidis, Georgios; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Machine LearningItem 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 AI-enabled Safe and Efficient Food Supply Chain(Research Excellence Framework (REF) 2021, 2022-06-22) Kollias, Stefanos; Ye, Xujiong; Yu, Miao; Duan, Wenting; Leontidis, Georgios; Swainson, Mark; Pearson, Simon; University of Aberdeen.Vice Principals; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem 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 Development of machine learning techniques and evaluation of analysis results(European Commission, 2019-08-12) Kollias, Stefanos; Stafylopatis, Andreas; Leontidis, Georgios; Alexandridis, Georgios; Tabouratzis, Tatiana; Durrant, Aiden; University of Aberdeen.Computing Science; University of Aberdeen.Machine LearningItem An autoencoder wavelet based deep neural network with attention mechanism for multi-step prediction of plant growth(2021-06-01) Alhnaity, Bashar; Kollias, Stefanos; Leontidis, Georgios; Jiang, Shouyong; Schamp, Bert; Pearson, Simon; University of Aberdeen.Vice Principals; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Energy Transition; 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 Capsule Routing via Variational Bayes(2019-11-10) Ribeiro, Fabio De Sousa; Leontidis, Georgios; Kollias, Stefanos; University of Aberdeen.Computing Science; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Machine LearningItem 3D Convolutional and Recurrent Neural Networks for Reactor Perturbation Unfolding Anomaly Detection(2019-06-04) Durrant, Aiden; Leontidis, Georgios; Kollias, Stefanos; University of Aberdeen.Machine Learning; University of Aberdeen.Centre for Energy Transition; University of Aberdeen.Computing Science