Machine learning prediction of critical transition and system collapse LW Kong, HW Fan, C Grebogi, YC Lai Physical Review Research 3 (1), 013090, 2021 | 94 | 2021 |
Anticipating synchronization with machine learning H Fan, LW Kong, YC Lai, X Wang Physical Review Research 3 (2), 023237, 2021 | 52 | 2021 |
Predicting amplitude death with machine learning R Xiao, LW Kong, ZK Sun, YC Lai Physical Review E 104 (1), 014205, 2021 | 37 | 2021 |
Reservoir computing as digital twins for nonlinear dynamical systems LW Kong, Y Weng, B Glaz, M Haile, YC Lai Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (3), 2023 | 35 | 2023 |
Emergence of transient chaos and intermittency in machine learning LW Kong, H Fan, C Grebogi, YC Lai Journal of Physics: Complexity 2 (3), 035014, 2021 | 28 | 2021 |
Percolation on networks with weak and heterogeneous dependency LW Kong, M Li, RR Liu, BH Wang Physical Review E 95 (3), 032301, 2017 | 17 | 2017 |
Model-free tracking control of complex dynamical trajectories with machine learning ZM Zhai, M Moradi, LW Kong, B Glaz, M Haile, YC Lai Nature communications 14 (1), 5698, 2023 | 13 | 2023 |
Machine learning-based approach to GPS antijamming CZ Wang, LW Kong, J Jiang, YC Lai GPS Solutions 25 (3), 115, 2021 | 13 | 2021 |
Emergence of a resonance in machine learning ZM Zhai, LW Kong, YC Lai Physical Review Research 5 (3), 033127, 2023 | 12 | 2023 |
Synchronization within synchronization: transients and intermittency in ecological networks H Fan, LW Kong, X Wang, A Hastings, YC Lai National science review 8 (10), nwaa269, 2021 | 12 | 2021 |
Detecting weak physical signal from noise: a machine-learning approach with applications to magnetic-anomaly-guided navigation ZM Zhai, M Moradi, LW Kong, YC Lai Physical Review Applied 19 (3), 034030, 2023 | 11 | 2023 |
Scaling law of transient lifetime of chimera states under dimension-augmenting perturbations LW Kong, YC Lai Physical Review Research 2 (2), 023196, 2020 | 8 | 2020 |
Synchronous transition in complex object control B Wallace, LW Kong, A Rodriguez, YC Lai Physical Review Applied 16 (3), 034012, 2021 | 5 | 2021 |
Short-lived chimera states LW Kong, YC Lai Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (6), 2023 | 4 | 2023 |
Effects of growth feedback on gene circuits: A dynamical understanding LW Kong, W Shi, X Tian, YC Lai bioRxiv, 2023.06. 06.543915, 2023 | 3 | 2023 |
Emergence of a stochastic resonance in machine learning ZM Zhai, LW Kong, YC Lai arXiv preprint arXiv:2211.09955, 2022 | 2 | 2022 |
Digital twins of nonlinear dynamical systems LW Kong, Y Weng, B Glaz, M Haile, YC Lai arXiv preprint arXiv:2210.06144, 2022 | 2 | 2022 |
Reservoir-computing based associative memory and itinerancy for complex dynamical attractors LW Kong, GA Brewer, YC Lai Nature Communications 15 (1), 4840, 2024 | 1 | 2024 |
Deep-learning reconstruction of complex dynamical networks from incomplete data X Ding, LW Kong, HF Zhang, YC Lai Chaos: An Interdisciplinary Journal of Nonlinear Science 34 (4), 2024 | | 2024 |
Associative memory for complex dynamical attractors in reservoir computing LW Kong, G Brewer, YC Lai Bulletin of the American Physical Society, 2024 | | 2024 |