Manolis K. Georgoulis

22 papers B 1C 1Journal 10Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Enhancing Explainability in Solar Energetic Particle Event Prediction: A Global Feature Mapping Approach. ICDM (Workshops) Anli Ji, Pranjal Patil, Chetraj Pandey, Manolis K. Georgoulis, Berkay Aydin
2025	J	`jnl`	Enhancing Explainability in Solar Energetic Particle Event Prediction: A Global Feature Mapping Approach. CoRR Anli Ji, Pranjal Patil, Chetraj Pandey, Manolis K. Georgoulis, Berkay Aydin
2024	J	`jnl`	Generative Simulations of The Solar Corona Evolution With Denoising Diffusion : Proof of Concept. CoRR Grégoire Francisco, Francesco P. Ramunno, Manolis K. Georgoulis, João Fernandes, Teresa Barata, Dario Del Moro
2024	J	`jnl`	Magnetogram-to-Magnetogram: Generative Forecasting of Solar Evolution. CoRR Francesco P. Ramunno, Hyun-Jin Jeong, Stefan Hackstein, André Csillaghy, Svyatoslav Voloshynovskiy, Manolis K. Georgoulis
2023	B	`conf`	Explainable Deep Learning-Based Solar Flare Prediction with Post Hoc Attention for Operational Forecasting. DS Chetraj Pandey, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
2023	J	`jnl`	Explainable Deep Learning-based Solar Flare Prediction with post hoc Attention for Operational Forecasting. CoRR Chetraj Pandey, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
2022	J	`jnl`	Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting. CoRR Chetraj Pandey, Anli Ji, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
2021	—	`conf`	A Modular Approach to Building Solar Energetic Particle Event Forecasting Systems. CogMI Anli Ji, Akhil Arya, Dustin Kempton, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
2021	J	`jnl`	All-Clear Flare Prediction Using Interval-based Time Series Classifiers. CoRR Anli Ji, Berkay Aydin, Manolis K. Georgoulis, Rafal A. Angryk
2021	J	`jnl`	How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events. CoRR Azim Ahmadzadeh, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Sushant S. Mahajan, Rafal A. Angryk
2020	—	`conf`	A Framework for Detecting Polarity Inversion Lines from Longitudinal Magnetograms. IEEE BigData Xumin Cai, Berkay Aydin, Anli Ji, Manolis K. Georgoulis, Rafal A. Angryk
2020	—	`conf`	All-Clear Flare Prediction Using Interval-based Time Series Classifiers. IEEE BigData Anli Ji, Berkay Aydin, Manolis K. Georgoulis, Rafal A. Angryk
2020	—	`conf`	Deep Neural Network-based Active Region Magnetogram Patch Super Resolution. IEEE BigData Mohammed Shoebuddin Habeeb, Berkay Aydin, Azim Ahmadzadeh, Manolis K. Georgoulis, Rafal A. Angryk
2020	J	`jnl`	Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations. CoRR 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, Xiaoli Bai, Timothy Bastian, Soukaina Filali Boubrahimi, Bin Chen, Alisdair Davey, Sheldon Fereira, Gregory Fleishman, Dale Gary, Andrew Gerrard, Gregory Hellbourg, Katherine G. Herbert, Jack Ireland, Egor Illarionov, Natsuha Kuroda, Qin Li, Chang Liu, Yuexin Liu, Hyomin Kim, Dustin Kempton, Ruizhe Ma, Petrus C. Martens, Ryan M. McGranaghan, Edward Semones, John T. Stefan, Andrey Stejko, Yaireska Collado-Vega, Meiqi Wang, Yan Xu, Sijie Yu
2020	—	`conf`	Solar Line-of-Sight Magnetograms Super-Resolution Using Deep Neural Networks. IEEE BigData Mohammed Shoebuddin Habeeb, Berkay Aydin, Azim Ahmadzadeh, Manolis K. Georgoulis, Rafal A. Angryk
2019	—	`conf`	An Application of Spatio-temporal Co-occurrence Analyses for Integrating Solar Active Region Data from Multiple Reporting Modules. IEEE BigData Xumin Cai, Berkay Aydin, Manolis K. Georgoulis, Rafal A. Angryk
2019	—	`conf`	Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data. IEEE BigData Azim Ahmadzadeh, Maxwell Hostetter, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Sushant S. Mahajan, Rafal A. Angryk
2019	J	`jnl`	Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data. CoRR Azim Ahmadzadeh, Maxwell Hostetter, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Sushant S. Mahajan, Rafal A. Angryk
2019	C	`conf`	Rare-Event Time Series Prediction: A Case Study of Solar Flare Forecasting. ICMLA Azim Ahmadzadeh, Berkay Aydin, Dustin J. Kempton, Maxwell Hostetter, Rafal A. Angryk, Manolis K. Georgoulis, Sushant S. Mahajan
2019	—	`conf`	Solar Pre-Flare Classification with Time Series Profiling. IEEE BigData Ruizhe Ma, Azim Ahmadzadeh, Soukaina Filali Boubrahimi, Manolis K. Georgoulis, Rafal A. Angryk
2019	—	`conf`	Understanding the Impact of Statistical Time Series Features for Flare Prediction Analysis. IEEE BigData Maxwell Hostetter, Azim Ahmadzadeh, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Rafal A. Angryk
2013	J	`jnl`	Toward an Efficient Prediction of Solar Flares: Which Parameters, and How? Entropy Manolis K. Georgoulis