Methods of model reduction for large-scale biological systems: a survey of current methods and trends

TJ Snowden, PH van der Graaf, MJ Tindall - Bulletin of mathematical …, 2017 - Springer
Complex models of biochemical reaction systems have become increasingly common in the
systems biology literature. The complexity of such models can present a number of …

Constructive methods of invariant manifolds for kinetic problems

AN Gorban, IV Karlin, AY Zinovyev - Physics Reports, 2004 - Elsevier
The concept of the slow invariant manifold is recognized as the central idea underpinning a
transition from micro to macro and model reduction in kinetic theories. We present the …

Three-dimensional direct numerical simulation of a turbulent lifted hydrogen jet flame in heated coflow: a chemical explosive mode analysis

TF Lu, CS Yoo, JH Chen, CK Law - Journal of Fluid Mechanics, 2010 - cambridge.org
A chemical explosive mode analysis (CEMA) was developed as a new diagnostic to identify
flame and ignition structure in complex flows. CEMA was then used to analyse the near-field …

A criterion based on computational singular perturbation for the identification of quasi steady state species: A reduced mechanism for methane oxidation with NO …

T Lu, CK Law - Combustion and Flame, 2008 - Elsevier
A criterion based on computational singular perturbation (CSP) is proposed to effectively
distinguish the quasi steady state (QSS) species from the fast species induced by reactions …

KROME–a package to embed chemistry in astrophysical simulations

T Grassi, S Bovino, DRG Schleicher… - Monthly Notices of …, 2014 - academic.oup.com
Chemistry plays a key role in many astrophysical situations regulating the cooling and the
thermal properties of the gas, which are relevant during gravitational collapse, the evolution …

[图书][B] Invariant manifolds for physical and chemical kinetics

AN Gorban, IV Karlin - 2005 - Springer
Invariant Manifolds for Physical and Chemical Kinetics | SpringerLink Skip to main content
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On the applicability of directed relation graphs to the reduction of reaction mechanisms

T Lu, CK Law - Combustion and Flame, 2006 - Elsevier
The conditions for application of the directed relation graph (DRG) method in skeletal
reduction of mechanisms with vastly different time scales were systematically analyzed. It …

An automatic procedure for the simplification of chemical kinetic mechanisms based on CSP

M Valorani, F Creta, DA Goussis, JC Lee… - Combustion and Flame, 2006 - Elsevier
An algorithm is developed to generate simplified (skeletal) kinetic mechanisms from a given
detailed one. The algorithm is able to replicate the dynamics of a user-specified set of …

Projecting to a slow manifold: Singularly perturbed systems and legacy codes

CW Gear, TJ Kaper, IG Kevrekidis, A Zagaris - SIAM Journal on Applied …, 2005 - SIAM
We consider dynamical systems possessing an attracting, invariant" slow manifold" that can
be parameterized by a few observable variables. We present a procedure that, given a …

The origin of CEMA and its relation to CSP

DA Goussis, HG Im, HN Najm, S Paolucci… - Combustion and …, 2021 - Elsevier
There currently exist two methods for analysing an explosive mode introduced by chemical
kinetics in a reacting process: the Computational Singular Perturbation (CSP) algorithm and …