Solar and Stellar Astrophysics · Physics
The Flare Likelihood and Region Eruption Forecasting (FLARECAST) Project: Flare forecasting in the big data & machine learning era
M. K. Georgoulis, D. S. Bloomfield, M. Piana, A. M. Massone +24
2021-05-14
Solar and Stellar Astrophysics · Physics
Machine learning as a flaring storm warning machine: Was a warning machine for the September 2017 solar flaring storm possible?
Federico Benvenuto, Cristina Campi, Anna Maria Massone, Michele Piana
2020-11-25
Solar and Stellar Astrophysics · Physics
A Framework for Designing and Evaluating Solar Flare Forecasting Systems
T. Cinto, A. L. S. Gradvohl, G. P. Coelho, A. E. A. da Silva
2020-05-07
Solar and Stellar Astrophysics · Physics
A Deep-Learning Approach for Operation of an Automated Realtime Flare Forecast
Yuko Hada-Muranushi, Takayuki Muranushi, Ayumi Asai, Daisuke Okanohara +4
2016-06-07
Solar and Stellar Astrophysics · Physics
PRESOL: a web-based computational setting for feature-based flare forecasting
Chiara Curletto, Paolo Massa, Valeria Tagliafico, Cristina Campi +3
2025-10-03
Solar and Stellar Astrophysics · Physics
Advances and Challenges in Solar Flare Prediction: A Review
Mingfu Shao, Suo Liu, Haiqing Xu, Peng Jia +7
2026-03-31
Solar and Stellar Astrophysics · Physics
A Machine Learning-Ready Data Processing Tool for Near Real-Time Forecasting
Maher A Dayeh, Michael J Starkey, Subhamoy Chatterjee, Heather Elliott +2
2025-02-13
Solar and Stellar Astrophysics · Physics
Operational solar flare forecasting via video-based deep learning
Sabrina Guastavino, Francesco Marchetti, Federico Benvenuto, Cristina Campi +1
2022-09-13
Computer Vision and Pattern Recognition · Computer Science
FORECAST-CLSTM: A New Convolutional LSTM Network for Cloudage Nowcasting
Chao Tan, Xin Feng, Jianwu Long, Li Geng
2019-05-21
Instrumentation and Methods for Astrophysics · Physics
FORECAST: a flexible software to forward model cosmological hydrodynamical simulations mimicking real observations
Flaminia Fortuni, Emiliano Merlin, Adriano Fontana, Carlo Giocoli +6
2023-09-13
Solar and Stellar Astrophysics · Physics
Feature ranking of active region source properties in solar flare forecasting and the uncompromised stochasticity of flare occurrence
Cristina Campi, Federico Benvenuto, Anna Maria Massone, D Shaun Bloomfield +2
2019-10-09
Atmospheric and Oceanic Physics · Physics
A review of radar-based nowcasting of precipitation and applicable machine learning techniques
Rachel Prudden, Samantha Adams, Dmitry Kangin, Niall Robinson +3
2020-05-12
Computer Vision and Pattern Recognition · Computer Science
WeatherFusionNet: Predicting Precipitation from Satellite Data
Jiří Pihrt, Rudolf Raevskiy, Petr Šimánek, Matej Choma
2022-12-01
Solar and Stellar Astrophysics · Physics
Artificial Intelligence Could Have Predicted All Space Weather Events Associated with the May 2024 Superstorm
Sabrina Guastavino, Edoardo Legnaro, Anna Maria Massone, Michele Piana
2025-01-27
Solar and Stellar Astrophysics · Physics
Space Weather Prediction from the Ground: Case of CHAIN
Daikichi Seki, Satoru Ueno, Hiroaki Isobe, Kenichi Otsuji +4
2018-08-21
Solar and Stellar Astrophysics · Physics
Flare forecasting at the Met Office Space Weather Operations Centre
Sophie A. Murray, Suzy Bingham, Michael Sharpe, David R. Jackson
2018-11-22
Solar and Stellar Astrophysics · Physics
Solar Flares Forecasting Using Time Series and Extreme Gradient Boosting Ensembles
T. Cinto, A. L. S. Gradvohl, G. P. Coelho, A. E. A. da Silva
2020-06-25
Solar and Stellar Astrophysics · Physics
AI-FLARES: Artificial Intelligence for the Analysis of Solar Flares Data
Michele Piana, Federico Benvenuto, Anna Maria Massone, Cristina Campi +5
2024-01-03
Instrumentation and Methods for Astrophysics · Physics
DeepSun: Machine-Learning-as-a-Service for Solar Flare Prediction
Yasser Abduallah, Jason T. L. Wang, Yang Nie, Chang Liu +1
2021-09-08