MATLAB code to compute Recursive Koopman operator from Noisy Streaming Data. Kindly cite our work Subhrajit Sinha, Sai Pushpak Nandanoori, David Barajas-Solano. "Online Real-time Learning of Dynamical Systems from Noisy Streaming Data." To appear in Nature Scientific Reports December 2023. Download
Spatio-temporal Time-series Data Corresponding to a Synthetic Power Network. Kindly cite our work Sai Pushpak Nandanoori, Sheng Guan, Soumya Kundu, Seemita Pal, Khushbu Agarwal, Yinghui Wu, and Sutanay Choudhury. "Graph neural network and koopman models for learning networked dynamics: A comparative study on power grid transients prediction." IEEE Access 10 (2022): 32337-32349.
MATLAB code for learning Koopman operator using DMD, EDMD for global phase space analysis. Kindly cite our work: Sai Pushpak Nandanoori, Subhrajit Sinha, and Enoch Yeung. "Data-driven operator theoretic methods for phase space learning and analysis." Journal of Nonlinear Science 32, no. 6 (2022): 95. Download