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stat.AP2026
Stable Multivariate Functional Time Series Prediction for Major Geomagnetic Indices
Yian Yu, Shasha Zou, Tuija Pulkkinen +1
High\text{--}resolution scientific data, such as geomagnetic index streams, often exhibit complex temporal dependencies that can be modeled through functional data analysis. Conven…
stat.AP2024
Solar Imaging Data Analytics: A Selective Overview of Challenges and Opportunities
Yang Chen, Ward Manchester, Meng Jin +1
We give a gentle introduction to solar imaging data, focusing on the challenges and opportunities of data-driven approaches for solar eruptions. The various solar phenomenon predic…