27 citations · 101 across the 7 of their papers we have counts for
3 papers · 1 filter
Shape-based Feature Engineering for Solar Flare Prediction
Varad Deshmukh, Thomas Berger, James Meiss +1
Solar flares are caused by magnetic eruptions in active regions (ARs) on the surface of the sun. These events can have significant impacts on human activity, many of which can be m…
Leveraging the Mathematics of Shape for Solar Magnetic Eruption Prediction
V. Deshmukh, T. E. Berger, E. Bradley +1
Current operational forecasts of solar eruptions are made by human experts using a combination of qualitative shape-based classification systems and historical data about flaring f…
Using Curvature to Select the Time Lag for Delay Reconstruction
Varad Deshmukh, Elizabeth Bradley, Joshua Garland +1
We propose a curvature-based approach for choosing good values for the time-delay parameter in delay reconstructions. The idea is based on the effects of the delay on the geome…