SWE
Meteorología espacial - Space Weather
Publications (7)
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Artificial Intelligence
2024
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A Framework for Evaluating Geomagnetic Indices Forecasting Models
Space Weather, Vol. 22, Núm. 3
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Comment on “Prediction of the SYM-H Index Using a Bayesian Deep Learning Method With Uncertainty Quantification” by Abduallah et al. (2024)
Space Weather
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Evaluating the impact of exogenous variables for patients forecasting in an Emergency Department using Attention Neural Networks
Expert Systems with Applications, Vol. 240
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Operational SYM-H Forecasting With Confidence Intervals Using Deep Neural Networks
Space Weather, Vol. 22, Núm. 10
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SWAN: A multihead autoregressive attention model for solar wind speed forecasting
Expert Systems with Applications, Vol. 252
2023
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Neural Networks for Operational SYM-H Forecasting Using Attention and SWICS Plasma Features
Space Weather, Vol. 21, Núm. 8
2021
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Deep Neural Networks With Convolutional and LSTM Layers for SYM-H and ASY-H Forecasting
Space Weather, Vol. 19, Núm. 6