Toward an Efficient Prediction of Solar Flares: Which Parameters, and How? - Manolis K. Georgoulis (Entropy, 2013)

Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data. - Azim Ahmadzadeh; Maxwell Hostetter; Berkay Aydin; Manolis K. Georgoulis; Dustin J. Kempton; Sushant S. Mahajan; Rafal A. Angryk (IEEE BigData, 2019)

An Application of Spatio-temporal Co-occurrence Analyses for Integrating Solar Active Region Data from Multiple Reporting Modules. - Xumin Cai; Berkay Aydin; Manolis K. Georgoulis; Rafal A. Angryk (IEEE BigData, 2019)

Understanding the Impact of Statistical Time Series Features for Flare Prediction Analysis. - Maxwell Hostetter; Azim Ahmadzadeh; Berkay Aydin; Manolis K. Georgoulis; Dustin J. Kempton; Rafal A. Angryk (IEEE BigData, 2019)

Solar Pre-Flare Classification with Time Series Profiling. - Ruizhe Ma; Azim Ahmadzadeh; Soukaina Filali Boubrahimi; Manolis K. Georgoulis; Rafal A. Angryk (IEEE BigData, 2019)

Rare-Event Time Series Prediction: A Case Study of Solar Flare Forecasting. - Azim Ahmadzadeh; Berkay Aydin; Dustin J. Kempton; Maxwell Hostetter; Rafal A. Angryk; Manolis K. Georgoulis; Sushant S. Mahajan (ICMLA, 2019)

A Framework for Detecting Polarity Inversion Lines from Longitudinal Magnetograms. - Xumin Cai; Berkay Aydin; Anli Ji; Manolis K. Georgoulis; Rafal A. Angryk (IEEE BigData, 2020)

Deep Neural Network-based Active Region Magnetogram Patch Super Resolution. - Mohammed Shoebuddin Habeeb; Berkay Aydin; Azim Ahmadzadeh; Manolis K. Georgoulis; Rafal A. Angryk (IEEE BigData, 2020)

Solar Line-of-Sight Magnetograms Super-Resolution Using Deep Neural Networks. - Mohammed Shoebuddin Habeeb; Berkay Aydin; Azim Ahmadzadeh; Manolis K. Georgoulis; Rafal A. Angryk (IEEE BigData, 2020)

All-Clear Flare Prediction Using Interval-based Time Series Classifiers. - Anli Ji; Berkay Aydin; Manolis K. Georgoulis; Rafal A. Angryk (IEEE BigData, 2020)

Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations. - Gelu Nita; Manolis K. Georgoulis; Irina Kitiashvili; Viacheslav Sadykov; Enrico Camporeale; Alexander Kosovichev; Haimin Wang; Vincent Oria; Jason T. L. Wang; Rafal A. Angryk; Berkay Aydin; Azim Ahmadzadeh; et al. (CoRR, 2020)

A Modular Approach to Building Solar Energetic Particle Event Forecasting Systems. - Anli Ji; Akhil Arya; Dustin Kempton; Rafal A. Angryk; Manolis K. Georgoulis; Berkay Aydin (CogMI, 2021)

How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events. - Azim Ahmadzadeh; Berkay Aydin; Manolis K. Georgoulis; Dustin J. Kempton; Sushant S. Mahajan; Rafal A. Angryk (CoRR, 2021)

Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting. - Chetraj Pandey; Anli Ji; Rafal A. Angryk; Manolis K. Georgoulis; Berkay Aydin (CoRR, 2022)

Magnetic Polarity Inversion Line Detection and Analysis Tool. - Anli Ji; Nigar Khasayeva; Xumin Cai; Manolis K. Georgoulis; Petrus C. Martens; Rafal A. Angryk; Berkay Aydin (Zenodo, 2022)

Explainable Deep Learning-Based Solar Flare Prediction with Post Hoc Attention for Operational Forecasting. - Chetraj Pandey; Rafal A. Angryk; Manolis K. Georgoulis; Berkay Aydin (DS, 2023)

Magnetogram-to-Magnetogram: Generative Forecasting of Solar Evolution. - Francesco P. Ramunno; Hyun-Jin Jeong; Stefan Hackstein; André Csillaghy; Svyatoslav Voloshynovskiy; Manolis K. Georgoulis (CoRR, 2024)

Generative Simulations of The Solar Corona Evolution With Denoising Diffusion : Proof of Concept. - Grégoire Francisco; Francesco P. Ramunno; Manolis K. Georgoulis; João Fernandes; Teresa Barata; Dario Del Moro (CoRR, 2024)