Forecasting space weather hazards using probabilistic Deep Neural Networks (LSTM-based, Tensorflow)

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Simulated magnetic fields induced due to principal semi-diurnal lunar tide

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Ground radial magnetic field during the May 2024 geomagnetic storm assimilated from the ground and multi-satellite observations:

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