zheng-meng Goto Github PK
Name: Zheng-Meng Zhai
Type: User
Company: Arizona State University
Bio: Ph.D. student at Arizona State University, [email protected]
Zheng-Meng Zhai's Projects
amoc
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.
parameter-tracking-with-machine-learning
Codes for ''Machine-learning parameter tracking with partial state observation'', which published in Physical Review Research.
reservoir-computing-and-hyperparameter-optimization
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 the hyperparameters and improve the performance.
tracking-control
Published in Nature Communications: Model-free tracking control of complex dynamical trajectories with machine learning.
zhengmengzhai.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
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