TopTimeNet: Topologically-assisted time-series classification model

Sharareh Sayyad, Sophia Bazzi

Distinguishing periodic from chaotic dynamics in a time series is a fundamental challenge in both physics and engineering. Yet, end-to-end learned architectures must discover both…