Visualizing and Interpreting Unsupervised Solar Wind Classifications

One of the goals of machine learning is to eliminate tedious and arduous repetitive work. The manual and semi-automatic classification of millions of hours of solar wind data from multiple missions can be replaced by automatic algorithms that can discover, in mountains of multi-dimensional data, the...

Full description

Bibliographic Details
Main Authors: Jorge Amaya, Romain Dupuis, Maria Elena Innocenti, Giovanni Lapenta
Format: Article
Language:English
Published: Frontiers Media S.A. 2020-09-01
Series:Frontiers in Astronomy and Space Sciences
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fspas.2020.553207/full