27 citations · 63 across the 7 of their papers we have counts for
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nlin.AO2022★ 7 cited
Topology, Vorticity and Limit Cycle in a Stabilized Kuramoto-Sivashinsky Equation
Yong-Cong Chen, Chunxiao Shi, J. M. Kosterlitz +2
A noisy stabilized Kuramoto-Sivashinsky equation is analyzed by stochastic decomposition. For values of control parameter for which periodic stationary patterns exist, the dynamics…
nlin.AO2022★ 2 cited
Stochastic Gradient Descent and Anomaly of Variance-flatness Relation in Artificial Neural Networks
Xia Xiong, Yong-Cong Chen, Chunxiao Shi +1
Stochastic gradient descent (SGD), a widely used algorithm in deep-learning neural networks has attracted continuing studies for the theoretical principles behind its success. A re…