9 citations · 10 across the 7 of their papers we have counts for
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math.DS2015
A Computationally Optimal Randomized Proper Orthogonal Decomposition Technique
Dan Yu, Suman Chakravorty
In this paper, we consider the model reduction problem of large-scale systems, such as systems obtained through the discretization of partial differential equations. We propose a c…
math.DS2014★ 9 cited
An autoregressive (AR) model based stochastic unknown input realization and filtering technique
Dan Yu, Suman Chakravorty
This paper studies the state estimation problem of linear discrete-time systems with stochastic unknown inputs. The unknown input is a wide-sense stationary process while no other…
math.DS2013
A Randomized Proper Orthogonal Decomposition Technique
Dan Yu, Suman Chakravorty
In this paper, we consider the problem of model reduction of large scale systems, such as those obtained through the discretization of PDEs. We propose a randomized proper orthogon…