Manolis K. Georgoulis

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 18

Top Topics

Temporal Coherence

Weather Forecasting

Top Venues

Publications

Francesco P. Ramunno, Hyun-Jin Jeong, Stefan Hackstein, André Csillaghy, Svyatoslav Voloshynovskiy, Manolis K. Georgoulis
Magnetogram-to-Magnetogram: Generative Forecasting of Solar Evolution. CoRR (2024)
Chetraj Pandey, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
Explainable Deep Learning-Based Solar Flare Prediction with Post Hoc Attention for Operational Forecasting. DS (2023)
Chetraj Pandey, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
Explainable Deep Learning-based Solar Flare Prediction with post hoc Attention for Operational Forecasting. CoRR (2023)
Chetraj Pandey, Anli Ji, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
Towards Coupling Full-disk and Active Region-based Flare Prediction for Operational Space Weather Forecasting. CoRR (2022)
Anli Ji, Akhil Arya, Dustin Kempton, Rafal A. Angryk, Manolis K. Georgoulis, Berkay Aydin
A Modular Approach to Building Solar Energetic Particle Event Forecasting Systems. CogMI (2021)
Anli Ji, Berkay Aydin, Manolis K. Georgoulis, Rafal A. Angryk
All-Clear Flare Prediction Using Interval-based Time Series Classifiers. CoRR (2021)
Azim Ahmadzadeh, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Sushant S. Mahajan, Rafal A. Angryk
How to Train Your Flare Prediction Model: Revisiting Robust Sampling of Rare Events. CoRR (2021)
Anli Ji, Berkay Aydin, Manolis K. Georgoulis, Rafal A. Angryk
All-Clear Flare Prediction Using Interval-based Time Series Classifiers. IEEE BigData (2020)
Mohammed Shoebuddin Habeeb, Berkay Aydin, Azim Ahmadzadeh, Manolis K. Georgoulis, Rafal A. Angryk
Solar Line-of-Sight Magnetograms Super-Resolution Using Deep Neural Networks. IEEE BigData (2020)
Xumin Cai, Berkay Aydin, Anli Ji, Manolis K. Georgoulis, Rafal A. Angryk
A Framework for Detecting Polarity Inversion Lines from Longitudinal Magnetograms. IEEE BigData (2020)
Mohammed Shoebuddin Habeeb, Berkay Aydin, Azim Ahmadzadeh, Manolis K. Georgoulis, Rafal A. Angryk
Deep Neural Network-based Active Region Magnetogram Patch Super Resolution. IEEE BigData (2020)
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 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 Stefan, Andrey Stejko, Yaireska Collado-Vega, Meiqi Wang, Yan Xu, Sijie Yu
Machine Learning in Heliophysics and Space Weather Forecasting: A White Paper of Findings and Recommendations. CoRR (2020)
Maxwell Hostetter, Azim Ahmadzadeh, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Rafal A. Angryk
Understanding the Impact of Statistical Time Series Features for Flare Prediction Analysis. IEEE BigData (2019)
Xumin Cai, Berkay Aydin, Manolis K. Georgoulis, Rafal A. Angryk
An Application of Spatio-temporal Co-occurrence Analyses for Integrating Solar Active Region Data from Multiple Reporting Modules. IEEE BigData (2019)
Azim Ahmadzadeh, Maxwell Hostetter, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Sushant S. Mahajan, Rafal A. Angryk
Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data. IEEE BigData (2019)
Azim Ahmadzadeh, Maxwell Hostetter, Berkay Aydin, Manolis K. Georgoulis, Dustin J. Kempton, Sushant S. Mahajan, Rafal A. Angryk
Challenges with Extreme Class-Imbalance and Temporal Coherence: A Study on Solar Flare Data. CoRR (2019)
Ruizhe Ma, Azim Ahmadzadeh, Soukaina Filali Boubrahimi, Manolis K. Georgoulis, Rafal A. Angryk
Solar Pre-Flare Classification with Time Series Profiling. IEEE BigData (2019)
Azim Ahmadzadeh, Berkay Aydin, Dustin J. Kempton, Maxwell Hostetter, Rafal A. Angryk, Manolis K. Georgoulis, Sushant S. Mahajan
Rare-Event Time Series Prediction: A Case Study of Solar Flare Forecasting. ICMLA (2019)
Manolis K. Georgoulis
Toward an Efficient Prediction of Solar Flares: Which Parameters, and How? Entropy 15 (11) (2013)