2 papers
cs.LG2026
Simultaneous inference of environmental and interaction forces in collective dynamics
Nipuni de Silva, Ming Zhong, James M. Greene
Collective dynamics arise in a wide range of physical, biological, and engineering applications. Examples include cell migration, swarm robotics, social dynamics, and animal behavi…
stat.ML2025
Learning Stochastic Dynamical Systems with Structured Noise
Ziheng Guo, James Greene, Ming Zhong
Stochastic differential equations (SDEs) are a ubiquitous modeling framework that finds applications in physics, biology, engineering, social science, and finance. Due to the avail…