Neil Pritchard

Toplogical Data Analysis Detects and Classifies Sunspots (Student Abstract)

In our technology-dependent modern world, it is imperative to monitor the Sun for space weather threats to critical infrastructure. Topological data analysis (TDA) is a new set of mathematical techniques used in data analysis and machine learning. We demonstrate that TDA can robustly detect and clas…