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Moment matching for nonlinear differential-algebraic equations
2016 IEEE 55th Conference on Decision and Control (CDC), 2016The 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.
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Stochastic models based on moment matching
Communications in Information and Systems, 2020openaire +1 more source
Time-domain moment matching for multiple-input multiple-output linear time-invariant models
Automatica, 2023Giordano Scarciotti +2 more
exaly
Closing the Loop in Moment Matching
2024 IEEE 63rd Conference on Decision and Control (CDC)Alessio Moreschini, Alessandro Astolfi
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Moment matching priors for non-regular models
Journal of Statistical Planning and Inference, 2019Shintaro Hashimoto
exaly
A dynamic view to moment matching of truncated distributions
Statistics and Probability Letters, 2015Benoit Liquet, Yoni Nazarathy
exaly
Moment matching using a family of phase-type distributions
Stochastic Models, 2000Dennis C Dietz
exaly
Data-driven model reduction by moment matching for linear and nonlinear systems
Automatica, 2017Giordano Scarciotti +1 more
exaly
Generating Moment Matching Scenarios Using Optimization Techniques
SIAM Journal on Optimization, 2013Sanjay Mehrotra, David Papp
exaly

