What do we mean by HelioAnalytics? This is a broad term meant to cover all the ways that we harness advanced statistics, informatics and computer science methods to achieve our science.

Our focus is on problems that we can attack with modern methods that we cannot attack otherwise. A keener understanding of how information is derived from data, and how machine learning can be harnessed to accomplish this, will expand the discovery potential for key heliophysics research topics and missions.

HelioAnalytics at GSFC

Heliophysics + Machine Learning + Statistics + Information Design

Goals:

• Pilot a machine learning approach to solve current challenges in heliophysics.
• Establish and encourage in-house expertise with these advanced methods.
• Consolidate references and resources into convenient locations
• Disseminate methods through interactive tutorial, lecture, and discussions.