Analysis of SEP Events and Their Possible Precursors Based on the GSEP Catalog by Sumanth Rotti, Petrus C. Martens

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Magnetic Helicity Signs and Flaring Propensity: Comparing the Force-free Parameter with the Helicity Signs of Hα Filaments and X-Ray Sigmoids by V. Aparna, Manolis K. Georgoulis, Petrus C. Martens

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Short-term Classification of Strong Solar Energetic Particle Events Using Multivariate Time-series Classifiers by Sumanth A. Rotti, Berkay Aydin, Petrus C. Martens

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The Impacts of Magnetogram Projection Effects on Solar Flare Forecasting by Griffin T. Goodwin, Viacheslav M. Sadykov, Petrus C. Martens

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Investigating Performance Trends of Simulated Real-time Solar Flare Predictions: The Impacts of Training Windows, Data Volumes, and the Solar Cycle by Griffin T. Goodwin, Viacheslav M. Sadykov, Petrus C. Martens

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Precise and Accurate Short-term Forecasting of Solar Energetic Particle Events with Multivariate Time-series Classifiers by Sumanth A. Rotti, Berkay Aydin, Petrus C. Martens

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A Systematic Magnetic Polarity Inversion Line Data Set from SDO/HMI Magnetograms by Anli Ji, Xumin Cai, Nigar Khasayeva, Manolis K. Georgoulis, Petrus C. Martens, Rafal A. Angryk, Berkay Aydin

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A dataset of manually annotated filaments from H-alpha observations by Azim Ahmadzadeh, Rohan Adhyapak, Kartik Chaurasiya, Laxmi Alekhya Nagubandi, V. Aparna, Petrus C. Martens, Alexei Pevtsov, Luca Bertello, Alexander Pevtsov, Naomi Douglas, Samuel McDonald, Apaar Bawa, Eugene Kang, Riley Wu, Dustin J. Kempton, Aya Abdelkarem, Patrick M. Copeland, Sri Harsha Seelamneni

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