Publications (33) Publications auxquelles un chercheur a participé Voir les données de recherche référencées.

filter_list Artificial%20Intelligence

2024

  1. A Framework for Evaluating Geomagnetic Indices Forecasting Models

    Space Weather, Vol. 22, Núm. 3

  2. CMEs evolve in the interplanetary medium to double their predicted geo-effectiveness

    Astronomy and Astrophysics, Vol. 686

  3. Classifying and bounding geomagnetic storms based on the SYM-H and ASY-H indices

    Natural Hazards, Vol. 120, Núm. 2, pp. 1141-1162

  4. Comment on “Prediction of the SYM-H Index Using a Bayesian Deep Learning Method With Uncertainty Quantification” by Abduallah et al. (2024)

    Space Weather

  5. Correction to: Classifying and bounding geomagnetic storms based on the SYM-H and ASY-H indices (Natural Hazards, (2024), 120, 2, (1141-1162), 10.1007/s11069-023-06241-1)

    Natural Hazards

  6. Evaluating the impact of exogenous variables for patients forecasting in an Emergency Department using Attention Neural Networks

    Expert Systems with Applications, Vol. 240

  7. Evolution of coronal mass ejections with and without sheaths from the inner to the outer heliosphere: Statistical investigation for 1975 to 2022

    Astronomy and Astrophysics, Vol. 685

  8. Operational SYM-H Forecasting With Confidence Intervals Using Deep Neural Networks

    Space Weather, Vol. 22, Núm. 10

  9. SWAN: A multihead autoregressive attention model for solar wind speed forecasting

    Expert Systems with Applications, Vol. 252

  10. Solar radio bursts impact on the International GNSS Service Network during Solar Cycle 24

    Journal of Space Weather and Space Climate, Vol. 14

2023

  1. Interplanetary Signatures during the 1972 Early August Solar Storms

    Astrophysical Journal, Vol. 2, Núm. 159

  2. Neural Networks for Operational SYM-H Forecasting Using Attention and SWICS Plasma Features

    Space Weather, Vol. 21, Núm. 8

2022

  1. Comment on “Properties of the Recovery Phase of Extreme Storms” by Choraghe et al. (2021)

    Journal of Geophysical Research: Space Physics, Vol. 127, Núm. 1

  2. Validating the LDi and LCi Indices in the Southern Hemisphere

    Space Weather, Vol. 20, Núm. 10

2021

  1. Deep Neural Networks With Convolutional and LSTM Layers for SYM-H and ASY-H Forecasting

    Space Weather, Vol. 19, Núm. 6

  2. Estimation of the Solar Wind Extreme Events

    Space Weather, Vol. 19, Núm. 12

  3. Estudio de la función de distribución del estado de carga promedio del hierro a 1UA en el viento solar

    Octavas Jornadas de Jóvenes Investigadores de la Universidad de Alcalá: Ciencias, Ciencias de la Salud e Ingenierías

  4. Octavas Jornadas de Jóvenes Investigadores de la Universidad de Alcalá: Ciencias, Ciencias de la Salud e Ingenierías

    Editorial Universidad de Alcalá

  5. Octavas Jornadas de Jóvenes Investigadores de la Universidad de Alcalá: Humanidades y Ciencias Sociales

    Editorial Universidad de Alcalá

  6. On the partial eruption of a bifurcated solar filament structure

    Monthly Notices of the Royal Astronomical Society, Vol. 500, Núm. 1, pp. 684-695