SIAM Journal on Scientific Computing
Zeitschrift für Angewandte Mathematik und Physik (ZAMP)
Journal of Computational Physics
Stretching-based diagnostics and reduction of chemical kinetic models with diffusion
Journal of Computational Physics
Quasi-equilibrium grid algorithm: Geometric construction for model reduction
Journal of Computational Physics
Automatic Complexity Analysis and Model Reduction of Nonlinear Biochemical Systems
CMSB '08 Proceedings of the 6th International Conference on Computational Methods in Systems Biology
The G-Scheme: A framework for multi-scale adaptive model reduction
Journal of Computational Physics
On the partial difference equations of mathematical physics
IBM Journal of Research and Development
Journal of Computational Physics
A Variational Principle for Computing Slow Invariant Manifolds in Dissipative Dynamical Systems
SIAM Journal on Scientific Computing
Hi-index | 31.45 |
In this paper, we introduce a fictitious dynamics for describing the only fast relaxation of a stiff ordinary differential equation (ODE) system towards a stable low-dimensional invariant manifold in the phase-space (slow invariant manifold - SIM). As a result, the demanding problem of constructing SIM of any dimensions is recast into the remarkably simpler task of solving a properly devised ODE system by stiff numerical schemes available in the literature. In the same spirit, a set of equations is elaborated for local construction of the fast subspace, and possible initialization procedures for the above equations are discussed. The implementation to a detailed mechanism for combustion of hydrogen and air has been carried out, while a model with the exact Chapman-Enskog solution of the invariance equation is utilized as a benchmark.