Determining the boundary of dynamical chaos in the generalized Chirikov map via machine learning

Daniil Chernyshov, Arkady Satanin, Lev Shchur

We investigate the boundary separating regular and chaotic dynamics in the generalized Chirikov map, an extension of the standard map with a control parameter $K$ and a phase-shift…