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Arizona State University
- https://zheng-meng.github.io/zhengmengzhai.github.io/
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Tracking-Control
Tracking-Control PublicPublished in Nature Communications: Model-free tracking control of complex dynamical trajectories with machine learning.
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Reservoir-Computing-and-Hyperparameter-Optimization
Reservoir-Computing-and-Hyperparameter-Optimization PublicReservoir 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 7
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Parameter-Tracking-with-Machine-Learning
Parameter-Tracking-with-Machine-Learning PublicCodes for ''Machine-learning parameter tracking with partial state observation'', which published in Physical Review Research.
MATLAB 3
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zhengmengzhai.github.io
zhengmengzhai.github.io PublicForked from academicpages/academicpages.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
JavaScript 1
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AMOC
AMOC PublicCodes 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
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