Predicting Solar Flares Using a Long Short-Term Memory Network

Predicting Solar Flares Using a Long Short-Term Memory Network

17 May 2019

Papers citing "Predicting Solar Flares Using a Long Short-Term Memory Network"

15 / 15 papers shown

Title
Prediction of Halo Coronal Mass Ejections Using SDO/HMI Vector Magnetic Data Products and a Transformer Model Hongyang Zhang J. Jing Jason T. L. Wang Haimin Wang Yasser Abduallah Yan Xu Khalid A. Alobaid Hameedullah Farooki Vasyl Yurchyshyn 58 0 0 05 Mar 2025
An Interpretable Machine Learning Approach to Understanding the Relationships between Solar Flares and Source Active Regions Huseyin Cavus Jason T. L. Wang Teja P. S. Singampalli Gani Caglar Coban Hongyang Zhang Abd-ur Raheem Haimin Wang 55 0 0 24 Feb 2025
Prediction of Geoeffective CMEs Using SOHO Images and Deep Learning Khalid A. Alobaid Jason T. L. Wang Haimin Wang J. Jing Yasser Abduallah Zhenduo Wang Hameedullah Farooki Huseyin Cavus Vasyl Yurchyshyn 32 0 0 03 Jan 2025
Ensemble Learning for CME Arrival Time Prediction Khalid A. Alobaid Jinqiao Wang 16 0 0 29 Apr 2023
On Model Compression for Neural Networks: Framework, Algorithm, and Convergence Guarantee Chenyang Li Jihoon Chung Mengnan Du Haimin Wang Xianlian Zhou Bohao Shen 33 1 0 13 Mar 2023
Incorporating Polar Field Data for Improved Solar Flare Prediction Mehmet Aktukmak Zeyu Sun M. Bobra T. Gombosi Ward B. Manchester IV Yang Chen Alfred Hero 24 4 0 04 Dec 2022
Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy Michael J. Smith James E. Geach 40 33 0 07 Nov 2022
A Deep Learning Approach to Generating Photospheric Vector Magnetograms of Solar Active Regions for SOHO/MDI Using SDO/HMI and BBSO Data Haodi Jiang Qin Li Zhihang Hu Nian Liu Yasser Abduallah ... Genwei Zhang Yan Xu Wynne Hsu Jinqiao Wang Haimin Wang 34 6 0 04 Nov 2022
Operational solar flare forecasting via video-based deep learning Sabrina Guastavino Francesco Marchetti F. Benvenuto C. Campi Michele Piana 33 10 0 12 Sep 2022
Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data Zeyu Sun M. Bobra Xiantong Wang Yu Wang Hu Sun T. Gombosi Yang Chen Alfred Hero 25 52 0 07 Apr 2022
Using Multiple Instance Learning for Explainable Solar Flare Prediction C. Huwyler M. Melchior 25 3 0 25 Mar 2022
Identify Light-Curve Signals with Deep Learning Based Object Detection Algorithm. I. Transit Detection Kaiming Cui Junjie Liu F. Feng Jifeng Liu 32 6 0 02 Aug 2021
DeepSun: Machine-Learning-as-a-Service for Solar Flare Prediction Yasser Abduallah Jinqiao Wang Yang Nie Chang Liu Haimin Wang 21 20 0 04 Sep 2020
Machine learning as a flaring storm warning machine: Was a warning machine for the September 2017 solar flaring storm possible? F. Benvenuto C. Campi A. Massone Michele Piana 17 13 0 05 Jul 2020
Predicting Coronal Mass Ejections Using SDO/HMI Vector Magnetic Data Products and Recurrent Neural Networks Hao Liu Chang Liu Jinqiao Wang Haimin Wang 17 31 0 22 Feb 2020