29 citations · 44 across the 3 of their papers we have counts for
3 papers
Supervised convolutional neural networks for classification of flaring and nonflaring active regions using line-of-sight magnetograms
Shamik Bhattacharjee, Rasha Alshehhi, Dattaraj B. Dhuri +1
Solar flares are explosions in the solar atmosphere that release intense bursts of short-wavelength radiation and are capable of producing severe space-weather consequences. Flares…
Detection of exomoons in simulated light curves with a regularized convolutional neural network
Rasha Alshehhi, Kai Rodenbeck, Laurent Gizon +1
Many moons have been detected around planets in our Solar System, but none has been detected unambiguously around any of the confirmed extrasolar planets. We test the feasibility o…
Supervised Neural Networks for Helioseismic Ring-Diagram Inversions
Rasha Alshehhi, Chris S. Hanson, Laurent Gizon +1
The inversion of ring fit parameters to obtain subsurface flow maps in ring-diagram analysis for 8 years of SDO observations is computationally expensive, requiring ~3200 CPU hours…