14 citations · 23 across the 3 of their papers we have counts for
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physics.bio-ph2022★ 8 cited
Machine learning phases of active matter
Tingting Xue, Xu Li, Xiaosong Chen +2
Recent years have witnessed a growing interest in using machine learning to predict and identify phase transitions in various systems. Here we adopt convolutional neural networks (…
physics.bio-ph2019★ 14 cited
Swarming transitions in hierarchical societies
Tingting Xue, Xu Li, Peter Grassberger +1
Social hierarchy is central to decision-making in the coordinated movement of many swarming species. Here we propose a hierarchical swarm model in the spirit of the Vicsek model of…