HiSAXy: A fast methodology for solar wind structure identification in millions of time series

Hala Lamdouar, Sairam Sundaresan, Anna Jungbluth +8

We present a hybridized unsupervised clustering algorithm Hisaxy as a novel way to identify frequently occurring magnetic structures embedded in the interplanetary magnetic field (…