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cond-mat.dis-nn2023★ 1 cited
Reconstructing bifurcation diagrams of chaotic circuits with reservoir computing
Haibo Luo, Yao Du, Huawei Fan +3
Model-free reconstruction of the bifurcation diagrams of Chua's circuits by the technique of parameter-aware reservoir computing is investigated. We demonstrate that: (1) reservoir…
cs.LG2023
Inferring Attracting Basins of Power System with Machine Learning
Yao Du, Qing Li, Huawei Fan +3
Power systems dominated by renewable energy encounter frequently large, random disturbances, and a critical challenge faced in power-system management is how to anticipate accurate…