10 citations · 24 across the 6 of their papers we have counts for
6 papers
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$…
Asymmetrically connected reservoir networks learn better
Shailendra K. Rathor, Martin Ziegler, Jörg Schumacher
We show that connectivity within the high-dimensional recurrent layer of a reservoir network is crucial for its performance. To this end, we systematically investigate the impact o…
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…
Dynamic Scaling in Rotating Turbulence: A Shell Model Study
Shailendra K. Rathor, Sagar Chakraborty, Samriddhi Sankar Ray
We investigate the scaling form of appropriate time-scales extracted from time-dependent correlation functions in rotating, turbulent flows. In particular, we obtain precise estima…
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…