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Aiden Durrant
Aiden Durrant
Verified email at abdn.ac.uk
Title
Cited by
Cited by
Year
The role of cross-silo federated learning in facilitating data sharing in the agri-food sector
A Durrant, M Markovic, D Matthews, D May, J Enright, G Leontidis
Computers and Electronics in Agriculture 193, 106648, 2022
542022
How might technology rise to the challenge of data sharing in agri-food?
A Durrant, M Markovic, D Matthews, D May, G Leontidis, J Enright
Global Food Security 28, 100493, 2021
442021
3D convolutional and recurrent neural networks for reactor perturbation unfolding and anomaly detection
A Durrant, G Leontidis, S Kollias
EPJ Nuclear Sciences & Technologies, 2019
162019
Neutron Noise-based Anomaly Classification and Localization using Machine Learning
C Demazičre, A Mylonakis, P Vinai, A Durrant, F De Sousa Ribeiro, ...
PHYSOR, 2020
132020
Detection and Localisation of Multiple In-core Perturbations with Neutron Noise-based Self-Supervised Domain Adaptation
AM Durrant, G Leontidis, S Kollias, A Torres, C Montalvo, A Mylonakis, ...
M&C 2021, 2021
112021
HMSN: Hyperbolic Self-Supervised Learning by Clustering with Ideal Prototypes
A Durrant, G Leontidis
arXiv preprint arXiv:2305.10926, 2023
52023
Hyperspherically regularized networks for self-supervision
A Durrant, G Leontidis
Image and Vision Computing 124, 104494, 2022
52022
Machine learning for analysis of real nuclear plant data in the frequency domain
S Kollias, M Yu, J Wingate, AM Durrant, G Leontidis, G Alexandridis, ...
Annals of Nuclear Energy, 2022
42022
Hyperspherically regularized networks for byol improves feature uniformity and separability
A Durrant, G Leontidis
arXiv preprint arXiv:2105.00925, 2021
42021
S-JEA: Stacked Joint Embedding Architectures for Self-Supervised Visual Representation Learning
A Manová, A Durrant, G Leontidis
arXiv preprint arXiv:2305.11701, 2023
32023
Deep learning techniques for in-core perturbation identification and localization of time-series nuclear plant measurements
A Papaoikonomou, J Wingate, V Verma, AM Durrant, G Ioannou, ...
Annals of Nuclear Energy, ANE_109373, 2022
32022
Decarbonising our food systems: contextualising digitalisation for net zero
S Pearson, S Brewer, L Manning, L Bidaut, G Onoufriou, A Durrant, ...
Frontiers in Sustainable Food Systems 7, 270, 2023
12023
Graph Neural Networks for Reservoir Level Forecasting and Draught Identification
A Durrant, DH Monteagudo, G Leontidis
EGU General Assembly 2022, 2022
2022
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Articles 1–13