Space weather forecasting remains a major challenge in heliophysics, as geomagnetic storms continue to pose significant risks to satellite operations, power ...
Deep learning techniques have revolutionised the monitoring of natural and built environments by automating the interpretation of complex data streams. Convolutional neural networks enable the ...
Deep learning models have achieved striking performance across vision, language and time-series tasks, yet their growing depth and parameter counts impose substantial computational and memory demands.
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