One-shot learning for the complex dynamical behaviors of weakly nonlinear forced oscillators

Teng Ma, Luca Rosafalco, Wei Cui +2

Extrapolative prediction of complex nonlinear dynamics remains a central challenge in engineering. This study proposes a one-shot learning method to identify global frequency-respo…