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20122022
most citedLearning Deep Neural Network Representations for Koopman Operators of Nonlinear Dynamical Systems

20 citations · 50 across the 24 of their papers we have counts for

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7 papers · 1 filter

math.DS2018

Decomposition of Nonlinear Dynamical Networks via Comparison Systems

Abdullah Maruf, Soumya Kundu, Enoch Yeung +1

In analysis and control of large-scale nonlinear dynamical systems, a distributed approach is often an attractive option due to its computational tractability and usually low commu…

math.DS2016

A Multiple-Comparison-Systems Method for Distributed Stability Analysis of Large-Scale Nonlinear Systems

Soumya Kundu, Marian Anghel

Lyapunov functions provide a tool to analyze the stability of nonlinear systems without extensively solving the dynamics. Recent advances in sum-of-squares methods have enabled the…

math.DS2015★ 4 cited

Computation of Linear Comparison Equations for Stability Analysis of Interconnected Systems

Soumya Kundu, Marian Anghel

Sum-of-squares (SOS) methods have been shown to be very useful in computing polynomial Lyapunov functions for systems of reasonably small size. However for large scale systems it i…

math.DS2015★ 2 cited

Distributed Coordinated Control of Large-Scale Nonlinear Networks

Soumya Kundu, Marian Anghel

We provide a distributed coordinated approach to the stability analysis and control design of large-scale nonlinear dynamical systems by using a vector Lyapunov functions approach.…

math.DS2015★ 1 cited

Stability and Control of Power Systems using Vector Lyapunov Functions and Sum-of-Squares Methods

Soumya Kundu, Marian Anghel

Recently sum-of-squares (SOS) based methods have been used for the stability analysis and control synthesis of polynomial dynamical systems. This analysis framework was also extend…

math.DS2015

A Sum-of-Squares approach to the Stability and Control of Interconnected Systems using Vector Lyapunov Functions

Soumya Kundu, Marian Anghel

Stability analysis tools are essential to understanding and controlling any engineering system. Recently sum-of-squares (SOS) based methods have been used to compute Lyapunov based…

math.DS2012★ 2 cited

Safe Protocols for Generating Power Pulses with Heterogeneous Populations of Thermostatically Controlled Loads

N. A. Sinitsyn, Soumya Kundu, S. Backhaus

We explore methods to use thermostatically controlled loads (TCLs), such as water heaters and air conditioners, to provide ancillary services by assisting in balancing generation a…