74 citations · 157 across the 9 of their papers we have counts for
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math.DS2017★ 2 cited
Structure-preserving model reduction for marginally stable LTI systems
Liqian Peng, Kevin Carlberg
This work proposes a structure-preserving model reduction method for marginally stable linear time-invariant (LTI) systems. In contrast to Lyapunov-stability-based approaches---whi…
math.DS2012★ 1 cited
An Online Manifold Learning Approach for Model Reduction of Dynamical Systems
Liqian Peng, Kamran Mohseni
This article discusses a newly developed online manifold learning method, subspace iteration using reduced models (SIRM), for the dimensionality reduction of dynamical systems. Thi…