Ptolemy's Equant Equates to a Universal Dynamical Clock via Machine Learning

Jingdong Zhang, Luan Yang, Murilo S. Baptista +4

Oscillatory dynamics arise ubiquitously in nonlinear systems, yet identifying a physically interpretable phase and phase dynamics in nonlinear, high-dimensional oscillations remain…