Popular repositories

1. Tracking-Control Tracking-Control Public

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

   MATLAB 14 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 …

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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 3

4. 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

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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