46 citations · 67 across the 5 of their papers we have counts for
3 papers · 1 filter
Manifold learning for parameter reduction
Alexander Holiday, Mahdi Kooshkbaghi, Juan M. Bello-Rivas +3
Large scale dynamical systems (e.g. many nonlinear coupled differential equations) can often be summarized in terms of only a few state variables (a few equations), a trait that re…
Fast and Slow Dynamics for the Computational Singular Perturbation Method
Antonios Zagaris, Hans G. Kaper, Tasso J. Kaper
The Computational Singular Perturbation (CSP) method of Lam and Goussis is an iterative method to reduce the dimensionality of systems of ordinary differential equations with multi…
Analysis of the CSP Reduction Method for Chemical Kinetics
Antonios Zagaris, Hans G. Kaper, Tasso J. Kaper
This article is concerned with the asymptotic accuracy of the Computational Singular Perturbation (CSP) method developed by Lam and Goussis to reduce the dimensionality of a system…