3 papers
cond-mat.soft2025
Reinforcement Learning for Active Matter
Wenjie Cai, Gongyi Wang, Yu Zhang +2
Active matter refers to systems composed of self-propelled entities that consume energy to produce motion, exhibiting complex non-equilibrium dynamics that challenge traditional mo…
cs.LG2025
Machine Learning Analysis of Anomalous Diffusion
Wenjie Cai, Yi Hu, Xiang Qu +4
The rapid advancements in machine learning have made its application to anomalous diffusion analysis both essential and inevitable. This review systematically introduces the integr…
cs.MS2024
GenML: A Python Library to Generate the Mittag-Leffler Correlated Noise
Xiang Qu, Hui Zhao, Wenjie Cai +2
Mittag-Leffler correlated noise (M-L noise) plays a crucial role in the dynamics of complex systems, yet the scientific community has lacked tools for its direct generation. Addres…