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Moment matching for nonlinear differential-algebraic equations

2016 IEEE 55th Conference on Decision and Control (CDC), 2016
The problem of model reduction by moment matching for nonlinear singular systems is considered. The notion of moment is extended to this class of systems by means of the center manifold theory. The characterization of the moments at infinity is discussed. A family of singular reduced order models achieving moment matching is presented.
openaire   +1 more source

Stochastic models based on moment matching

Communications in Information and Systems, 2020
openaire   +1 more source

Time-domain moment matching for multiple-input multiple-output linear time-invariant models

Automatica, 2023
Giordano Scarciotti   +2 more
exaly  

Closing the Loop in Moment Matching

2024 IEEE 63rd Conference on Decision and Control (CDC)
Alessio Moreschini, Alessandro Astolfi
openaire   +1 more source

Moment matching priors for non-regular models

Journal of Statistical Planning and Inference, 2019
Shintaro Hashimoto
exaly  

A dynamic view to moment matching of truncated distributions

Statistics and Probability Letters, 2015
Benoit Liquet, Yoni Nazarathy
exaly  

Moment matching using a family of phase-type distributions

Stochastic Models, 2000
Dennis C Dietz
exaly  

Data-driven model reduction by moment matching for linear and nonlinear systems

Automatica, 2017
Giordano Scarciotti   +1 more
exaly  

Generating Moment Matching Scenarios Using Optimization Techniques

SIAM Journal on Optimization, 2013
Sanjay Mehrotra, David Papp
exaly  

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