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20192025
most citedGravity-mode period spacings and near-core rotation rates of 611 Doradus stars with \textit{Kepler}

71 citations · 112 across the 9 of their papers we have counts for

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eess.SY2025

React to Surprises: Stable-by-Design Neural Feedback Control and the Youla-REN

Nicholas H. Barbara, Ruigang Wang, Alexandre Megretski +1

We study parameterizations of stabilizing nonlinear policies for learning-based control. We propose a structure based on a nonlinear version of the Youla-Kucera parameterization co…

cs.LG2025

R2DN: Scalable Parameterization of Contracting and Lipschitz Recurrent Deep Networks

Nicholas H. Barbara, Ruigang Wang, Ian R. Manchester

This paper presents the Robust Recurrent Deep Network (R2DN), a scalable parameterization of stable and robust recurrent neural networks for machine learning and data-driven contro…