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220521 * ! Mon, 8/9/2021, 10:00 AM - 11:50 AM
Statistical and Machine Learning Efforts on Solar Flare Predictions I — Topic Contributed Papers
Section on Physical and Engineering Sciences, Astrostatistics Special Interest Group, Section on Statistical Learning and Data Science
Organizer(s): Yang Chen, University of Michigan
Chair(s): Yang Chen, University of Michigan
10:05 AM The Statistical Challenges of Solar Flare Forecasting (and) the Discriminant Analysis Flare Forecasting System at NWRA
KD Leka, NorthWest Research Associates; Graham Barnes, NorthWest Research Associates
10:25 AM Multivariate Time Series Data Set for Space Weather Data Analytics
Rafal Angryk, Georgia State University
10:45 AM Improving and Interpreting Flare Prediction with Spatial Statistics Analysis of the Magnet Field Data
Hu Sun, University of Michigan, Ann Arbor; Ward Manchester, University of Michigan, Ann Arbor; Yang Chen, University of Michigan
11:05 AM Solar Flare Index Prediction Using Functional Additive Regression
Zuofeng Shang, New Jersey Institute of Technology
11:45 AM Floor Discussion