Information bottleneck for learning the phase space of dynamics from high-dimensional experimental data

K. Michael Martini, Eslam Abdelaleem, Paarth Gulati +1

Identifying the dynamical state variables of a system from high-dimensional observations is a central problem across physical sciences. The challenge is that the state variables ar…