An end-to-end deep learning approach for extracting stochastic dynamical systems with α-stable Lévy noise C Fang, Y Lu, T Gao, J Duan Chaos: An Interdisciplinary Journal of Nonlinear Science 32 (6), 2022 | 17 | 2022 |
Reservoir computing with error correction: Long-term behaviors of stochastic dynamical systems C Fang, Y Lu, T Gao, J Duan Physica D: Nonlinear Phenomena 456, 133919, 2023 | 4 | 2023 |
Multi-task Meta Label Correction for Time Series Prediction L Yang, T Gao, W Wei, M Dai, C Fang, J Duan arXiv preprint arXiv:2303.08103, 2023 | 1 | 2023 |
Meta contrastive label correction for financial time series L Yang, T Gao, M Dai, Y Lu, W Wei, C Fang, Y Lan, J Duan arXiv e-prints, arXiv: 2303.08103, 2023 | 1 | 2023 |
Multi-task meta label correction for time series prediction L Yang, T Gao, W Wei, M Dai, C Fang, J Duan Pattern Recognition 150, 110319, 2024 | | 2024 |
Stochastic parameter reduced-order model based on hybrid machine learning approaches C Fang, J Duan arXiv preprint arXiv:2403.17032, 2024 | | 2024 |