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 | 67 | 2020 |
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 | 43 | 2020 |
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 | 40 | 2022 |
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 | 17 | 2022 |
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 | 14 | 2021 |
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 | 8 | 2023 |
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 | 7 | 2021 |
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 | 6 | 2023 |
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 | 6 | 2019 |
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 | 4 | 2023 |
Matrix Autoregressive Model with Vector Time Series Covariates for Spatio-Temporal Data H Sun, Z Shang, Y Chen arXiv preprint arXiv:2305.15671, 2023 | 2 | 2023 |
Conformalized Tensor Completion with Riemannian Optimization H Sun, Y Chen arXiv preprint arXiv:2405.00581, 2024 | | 2024 |
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 |