Toplogical Data Analysis Detects and Classifies Sunspots (Student Abstract)
نویسندگان
چکیده
In our technology-dependent modern world, it is imperative to monitor the Sun for space weather threats critical infrastructure. Topological data analysis (TDA) a new set of mathematical techniques used in and machine learning. We demonstrate that TDA can robustly detect classify solar surface coronal activity. This technique promising step toward future application predictive modeling.
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ژورنال
عنوان ژورنال: Proceedings of the ... AAAI Conference on Artificial Intelligence
سال: 2023
ISSN: ['2159-5399', '2374-3468']
DOI: https://doi.org/10.1609/aaai.v37i13.26997