James M. Greene

Simultaneous inference of environmental and interaction forces in collective dynamics

This work extends existing variational learning approaches to collective systems with both interaction kernels and environmental/intra-agent forces and introduces a model-selection procedure based on the nonparametric learning framework to identify models that optimally explain a given set of trajectory observations.