KIPPO: Koopman-Inspired Proximal Policy OptimizationInternational Joint Conference on Artificial Intelligence (IJCAI), 2025 |
Machine Learning Enhanced Hankel Dynamic-Mode DecompositionChaos (Chaos), 2023 |
Koopman neural operator as a mesh-free solver of non-linear partial
differential equationsJournal of Computational Physics (JCP), 2023 |
KoopmanLab: machine learning for solving complex physics equationsAPL Machine Learning (AML), 2023 |
DLKoopman: A deep learning software package for Koopman theoryConference on Learning for Dynamics & Control (L4DC), 2022 |
Quaternion-based dynamic mode decomposition for background modeling in
color videosComputer Vision and Image Understanding (CVIU), 2021 |
Forecasting Sequential Data using Consistent Koopman AutoencodersInternational Conference on Machine Learning (ICML), 2020 |