Umar Ishtiaq

Nonlinear Dynamic Analysis of Oscillatory Behavior of Graphene Nano/Microelectromechanical System Using a Hybrid Morlet Wavelet Neural Network Framework

The Nano/microelectromechanical systems (N/MEMS), particularly graphene-based devices, exhibit highly nonlinear and oscillatory dynamic behavior that is complicated to solve accurately utilizing the conventional numerical and theoretical approaches. This study aims to design an a...

Capacity theory of parallel cavity-soliton reservoir computing in an injected laser with a saturable absorber

Localized cavity solitons in a broad-area injected semiconductor laser with a saturable absorber follow a period-doubling route to a spatially confined form of optical chaos, a regime recently characterized by Eslami et al. We discuss whether an array of such solitons, addressed...