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Prediction performance of random reservoirs with different topology for nonlinear dynamical systems with different number of degrees of freedom
Shailendra K. Rathor, Lina Jaurigue, Martin Ziegler +1
Reservoir computing (RC) is a powerful framework for predicting nonlinear dynamical systems, yet the role of reservoir topologyparticularly symmetry in connectivity and weights$…
Predictability in Rotating Turbulence: Insights from a Shell Model Study
Shailendra K. Rathor
We investigate the predictability aspects of rotating turbulent flows through extensive numerical simulations of a shell model of rotating turbulence. In particular, we measure the…
Bridging Inertial and Dissipation Range Statistics in Rotating Turbulence
Shailendra K. Rathor, Manohar Kumar Sharma, Samriddhi Sankar Ray +1
We investigate the connection between the inertial range and the dissipation range statistics of rotating turbulence through detailed simulations of a helical shell model and a mul…
Stability Analysis of Convection in the Intracluster Medium
Himanshu Gupta, Shailendra K. Rathor, Martin E. Pessah +1
We use the machinery usually employed for studying the onset of Rayleigh--Bénard convection in hydro- and magnetohydro-dynamic settings to address the onset of convection induced b…