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Hu Sun
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Predicting solar flares with machine learning: Investigating solar cycle dependence
X Wang, Y Chen, G Toth, WB Manchester, TI Gombosi, AO Hero, Z Jiao, ...
The Astrophysical Journal 895 (1), 3, 2020
632020
Solar flare intensity prediction with machine learning models
Z Jiao, H Sun, X Wang, W Manchester, T Gombosi, A Hero, Y Chen
Space weather 18 (7), e2020SW002440, 2020
382020
Predicting Solar Flares Using CNN and LSTM on Two Solar Cycles of Active Region Data
Z Sun, MG Bobra, X Wang, Y Wang, H Sun, T Gombosi, Y Chen, A Hero
The Astrophysical Journal 931 (2), 163, 2022
342022
Matrix Completion Methods for the Total Electron Content Video Reconstruction
H Sun, Z Hua, J Ren, S Zou, Y Sun, Y Chen
The Annals of Applied Statistics 16 (3), 1333-1358, 2022
142022
Improved and interpretable solar flare predictions with spatial and topological features of the polarity inversion line masked magnetograms
H Sun, W Manchester IV, Y Chen
Space weather 19 (12), e2021SW002837, 2021
122021
Complete global total electron content map dataset based on a video imputation algorithm VISTA
H Sun, Y Chen, S Zou, J Ren, Y Chang, Z Wang, A Coster
Scientific Data 10 (1), 236, 2023
62023
Impact of storm-enhanced density (SED) on ion upflow fluxes during geomagnetic storm
S Zou, J Ren, Z Wang, H Sun, Y Chen
Frontiers in Astronomy and Space Sciences 8, 746429, 2021
62021
Interpreting LSTM Prediction on Solar Flare Eruption with Time-series Clustering
H Sun, W Manchester, Z Jiao, X Wang, Y Chen
arXiv preprint arXiv:1912.12360, 2019
52019
Forecast Global Ionospheric TEC: Apply Modified U‐Net on VISTA TEC Data Set
Z Wang, S Zou, H Sun, Y Chen
Space Weather 21 (8), e2023SW003494, 2023
22023
Tensor Gaussian Process with Contraction for Multi-Channel Imaging Analysis
H Sun, W Manchester, M Jin, Y Liu, Y Chen
International Conference on Machine Learning 202, 32913-32935, 2023
12023
Matrix Autoregressive Model with Vector Time Series Covariates for Spatio-Temporal Data
H Sun, Z Shang, Y Chen
arXiv preprint arXiv:2305.15671, 2023
12023
Lookers-on See Most of the Game: Decision-making for Others versus for Oneself in a Labor Market Experiment
H Sun, Y Wang
Available at SSRN 2829975, 2018
2018
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Articles 1–12