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cond-mat.stat-mech2022
Real-space condensation of reciprocal active particles driven by spontaneous symmetry breaking induced nonreciprocity
Wei-chen Guo, Zuo Wang, Pei-fang Wu +3
We investigate the steady-state and dynamical properties of a reciprocal many-body system consisting of self-propelled active particles with local alignment interactions that exist…
cond-mat.stat-mech2022★ 8 cited
Learning phase transitions from regression uncertainty: A new regression-based machine learning approach for automated detection of phases of matter
Wei-Chen Guo, Liang He
For performing regression tasks involved in various physics problems, enhancing the precision or equivalently reducing the uncertainty of regression results is undoubtedly one of t…
cond-mat.stat-mech2022★ 1 cited
Scaling behavior of transient dynamics of vortex-like states in self-propelled particles
Pei-fang Wu, Wei-chen Guo, Bao-quan Ai +1
Nonequilibrium many-body transient dynamics play an important role in the adaptation of active matter systems environment changes. However, the generic universal behavior of such d…