76 citations · 95 across the 3 of their papers we have counts for
3 papers
Improving the Arrival Time Estimates of Coronal Mass Ejections by Using Magnetohydrodynamic Ensemble Modeling, Heliospheric Imager data, and Machine Learning
Talwinder Singh, Bernard Benson, Syed A. Z. Raza +4
The arrival time prediction of Coronal mass ejections (CMEs) is an area of active research. Many methods with varying levels of complexity have been developed to predict CME arriva…
Simultaneous Multivariate Forecast of Space Weather Indices using Deep Neural Network Ensembles
Bernard Benson, Edward Brown, Stefano Bonasera +7
Solar radio flux along with geomagnetic indices are important indicators of solar activity and its effects. Extreme solar events such as flares and geomagnetic storms can negativel…
Forecasting Solar Cycle 25 using Deep Neural Networks
B. Benson, W. D. Pan, A. Prasad +2
With recent advances in the field of machine learning, the use of deep neural networks for time series forecasting has become more prevalent. The quasi-periodic nature of the solar…