39 citations · 115 across the 7 of their papers we have counts for
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nlin.AO2021
Learning the dynamics of coupled oscillators from transients
Huawei Fan, Liang Wang, Yao Du +3
Whereas the importance of transient dynamics to the functionality and management of complex systems has been increasingly recognized, most of the studies are based on models. Yet i…
q-bio.NC2021★ 20 cited
Criticality in Reservoir Computer of Coupled Phase Oscillators
Liang Wang, Huawei Fan, Jinghua Xiao +2
Accumulating evidences show that the cerebral cortex is operating near a critical state featured by power-law size distribution of neural avalanche activities, yet evidence of this…
eess.SP2021★ 39 cited
Learning Hamiltonian dynamics by reservoir computer
Han Zhang, Huawei Fan, Liang Wang +1
Reconstructing the KAM dynamics diagram of Hamiltonian system from the time series of a limited number of parameters is an outstanding question in nonlinear science, especially whe…