2 papers
physics.data-an2018
Detecting Directed Interactions of Networks by Random Variable Resetting
Rundong Shi, Changbao Deng, Shihong Wang
We propose a novel method of detecting directed interactions of a general dynamic network from measured data. By repeating random state variable resetting of a target node and appr…
cond-mat.stat-mech2017
Reconstructing nonlinear networks subject to fast-varying noises by using linearization with expanded variables
Rundong Shi, Gang Hu, Shihong Wang
Reconstructing noise-driven nonlinear networks from time series of output variables is a challenging problem, which turns to be very difficult when nonlinearity of dynamics, strong…