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Popular repositories Loading

  1. Tracking-Control Tracking-Control Public

    Published in Nature Communications: Model-free tracking control of complex dynamical trajectories with machine learning.

    MATLAB 17 3

  2. Reservoir-Computing-and-Hyperparameter-Optimization Reservoir-Computing-and-Hyperparameter-Optimization Public

    Reservoir computing for short-and long-term prediction of chaotic systems, with tasks Lorenz and Mackey-Glass systems. Bayesian optimization (hyperparameter optimization algorithm) is used to tune …

    MATLAB 12

  3. Parameter-Tracking-with-Machine-Learning Parameter-Tracking-with-Machine-Learning Public

    Codes for ''Machine-learning parameter tracking with partial state observation'', which published in Physical Review Research.

    MATLAB 4

  4. Dynamics-Reconstruction-ML Dynamics-Reconstruction-ML Public

    Reconstructing dynamics from sparse observations with no training on target system.

    Python 2

  5. AMOC AMOC Public

    Codes for ''Machine-learning nowcasting of the Atlantic Meridional Overturning Circulation''. The main idea is to use reservoir computing to predict the AMOC evolution in short term.

    MATLAB 1

  6. zhengmengzhai.github.io zhengmengzhai.github.io Public

    Forked from academicpages/academicpages.github.io

    Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

    JavaScript 1