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SIAMADS
2010
105views more  SIAMADS 2010»
12 years 11 months ago
Model Reduction of the Nonlinear Complex Ginzburg-Landau Equation
Reduced-order models of the nonlinear complex Ginzburg
Milos Ilak, Shervin Bagheri, Luca Brandt, Clarence...
ESANN
2006
13 years 6 months ago
Dynamical reservoir properties as network effects
It has been proposed that chaos can serve as a reservoir providing an infinite number of dynamical states [1, 2, 3, 4, 5]. These can be interpreted as different behaviors, search a...
Carlos Lourenço
CDC
2009
IEEE
185views Control Systems» more  CDC 2009»
13 years 9 months ago
Discrete Empirical Interpolation for nonlinear model reduction
A dimension reduction method called Discrete Empirical Interpolation (DEIM) is proposed and shown to dramatically reduce the computational complexity of the popular Proper Orthogo...
Saifon Chaturantabut, Danny C. Sorensen
CMSB
2008
Springer
13 years 6 months ago
Automatic Complexity Analysis and Model Reduction of Nonlinear Biochemical Systems
Kinetic models for biochemical systems often comprise a large amount of coupled differential equations with species concentrations varying on different time scales. In this paper w...
Dirk Lebiedz, Dominik Skanda, Marc Fein
HYBRID
2000
Springer
13 years 8 months ago
Towards Procedures for Systematically Deriving Hybrid Models of Complex Systems
Abstract. In many cases, complex system behaviors are naturally modeled as nonlinear differential equations. However, these equations are often hard to analyze because of "sti...
Pieter J. Mosterman, Gautam Biswas