14 citations · 22 across the 3 of their papers we have counts for
3 papers
physics.soc-ph2026
Machine-learning extraction of size-dependent temperature scales in the 2D XY model
Qingao Fan, Xu Li, Tingting Xue
Machine learning has become a useful tool for studying phase transitions in statistical systems.For the two-dimensional classical XY model, however, the topological character of th…
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…