Analyzing Collective Motion with Machine Learning and Topology

Dhananjay Bhaskar, Angelika Manhart, Jesse Milzman +4

We use topological data analysis and machine learning to study a seminal model of collective motion in biology [D'Orsogna et al., Phys. Rev. Lett. 96 (2006)]. This model describes…