 Bifurcations and loss jumps in RNN trainingNeural Information Processing Systems (NeurIPS), 2023 |
 Predicting Ordinary Differential Equations with TransformersInternational Conference on Machine Learning (ICML), 2023 |
 Suppressing unknown disturbances to dynamical systems using machine
learningCommunications Physics (Commun. Phys.), 2023 |
 Generalized Teacher Forcing for Learning Chaotic DynamicsInternational Conference on Machine Learning (ICML), 2023 |
 Predicting discrete-time bifurcations with deep learningNature Communications (Nat. Commun.), 2023 |
 Integrating Multimodal Data for Joint Generative Modeling of Complex
DynamicsInternational Conference on Machine Learning (ICML), 2022 |
 Catch-22s of reservoir computingPhysical Review Research (Phys. Rev. Res.), 2022 |
