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Quasi-steady state approximation for PDE

Quasi-steady state approximation for PDE

Quoc Bao Tang (ORCID: 0000-0003-1699-505X)
  • Grant DOI 10.55776/I5213
  • Funding program Principal Investigator Projects International
  • Status ended
  • Start December 1, 2021
  • End February 28, 2025
  • Funding amount € 217,476

DACH: Österreich - Deutschland - Schweiz

Disciplines

Chemistry (5%); Mathematics (95%)

Keywords

    Quasi-stead-state approximation, Partial differential equations, Michaelis-Menten kinetics, Multiple time scale dynamics, Fast reaction limits, Duality and Entropy Methods

Abstract Final report

Multiscale systems are of the most encountered problems in natural as well as social sciences. They are systems in which different components contribute to the behaviour of the whole system in a different time scale, i.e. they might happen very fast/slow relatively to the other components. In many situations, one can utilise these different time scales to reduce the complexity of the system and consequently study the reduced problem efficiently. This idea is commonly called quasi-steady-state-approximation (QSSA) and has been founded at the beginning of the twentieth century for the case of enzyme reactions in biology. While the reduction procedure is mostly intuitive, rigorous mathematical proofs are significantly important to ensure its accuracy as well as to estimate the error of approximation. This is particularly challenging when spatial heterogeneity is taken into account. The main goal of this project is to rigorously investigate the QSSA for spatially heterogeneous systems which are modelled by partial differential equations. One novelty is the combination of two approaches: functional-analytic technique and geometric technique for fast-slow systems. We are going to start with rigorous derivation of the Michaelis-Menten kinetic, one of the most frequently used kinetics when it comes to enzyme reactions, from the law of mass action in a heterogeneous medium. The next step is to investigate structural assumptions for the validity of QSSA for general models, that is to answer the question under which conditions we can apply the QSSA to a problem without obtaining an inaccurate reduced system?. The potential success of this project will, in our expectation, significantly advance the theory of QSSA for PDE as well as provide more insights into its applications to practical problems.

Systems with multiple timescales-where different processes occur at (very) different rates-appear frequently in many realistic problems. This phenomenon has been investigated in the context of fast-slow systems for decades, yielding numerous geometrical properties. Recently, these problems have been also studied in the context of fast reaction limits for PDEs, revealing intriguing mathematical structures. In this project, we combine these two directions and provide an adequate geometrical theory for fast reaction limit problems in PDEs. One of the interesting results of this project is the derivation of Michaelis-Menten kinetics for enzyme reactions in the presence of diffusion. More precisely, it is proven that the modelling system contains a cross-diffusion effect, where the diffusion flux of the enzyme-complex mixture is influenced by the substrate concentration. This provides a meaningful model for enzymatic, or generally catalytic, reactions in the presence of diffusion.

Research institution(s)
  • Universität Graz - 100%
International project participants
  • Christian Kühn, Technische Universität München - Germany

Research Output

  • 15 Publications
  • 4 Methods & Materials
  • 2 Scientific Awards
  • 2 Fundings
Publications
  • 2024
    Title Nonconcentration phenomenon for one-dimensional reaction-diffusion systems with mass dissipation
    DOI 10.1002/mana.202300442
    Type Journal Article
    Author Kostianko A
    Journal Mathematische Nachrichten
  • 2024
    Title Infinite dimensional slow manifolds for a linear fast-reaction system; In: Topics in Multiple Time Scale Dynamics
    DOI 10.1090/conm/806/16151
    Type Book Chapter
    Publisher American Mathematical Society
  • 2024
    Title Rigorous Derivation of Michaelis-Menten Kinetics in the Presence of Slow Diffusion
    DOI 10.1137/23m1579406
    Type Journal Article
    Author Tang B
    Journal SIAM Journal on Mathematical Analysis
  • 2024
    Title Fast-reaction limits for predator-prey reaction-diffusion systems: improved convergence; In: Topics in Multiple Time Scale Dynamics
    DOI 10.1090/conm/806/16155
    Type Book Chapter
    Publisher American Mathematical Society
  • 2025
    Title Fast reactions and slow manifolds
    DOI 10.1007/s00030-025-01082-2
    Type Journal Article
    Author Kuehn C
    Journal Nonlinear Differential Equations and Applications NoDEA
  • 2025
    Title Volume-surface systems with sub-quadratic intermediate sum on the surface: Global existence and boundedness
    DOI 10.3934/cpaa.2025079
    Type Journal Article
    Author Tang B
    Journal Communications on Pure and Applied Analysis
  • 2025
    Title Reaction-Diffusion Systems: Existence and Dynamics
    Type Postdoctoral Thesis
    Author Bao Quoc Tang
  • 2025
    Title On the equilibriation of chemical reaction-diffusion systems with degenerate reactions
    Type Journal Article
    Author Desvillettes L
    Journal (to appear) SIAM Journal on Mathematical Analysis
    Link Publication
  • 2025
    Title Explicit spectral gap estimates for the linearized Boltzmann operator modeling reactive gaseous mixtures
    Type Journal Article
    Author Bondesan A
    Journal (to appear) SIAM Journal on Mathematical Analysis
    Link Publication
  • 2025
    Title Pathwise mild solutions for superlinear stochastic evolution equations and their attractors
    Type Other
    Author Blessing A
    Link Publication
  • 2025
    Title Slow Manifolds for PDE with Fast Reactions and Small Cross Diffusion
    Type Other
    Author Desvilletes L
    Link Publication
  • 2025
    Title Approximate Slow Manifolds in the Fokker-Planck Equation
    Type Other
    Author Kuehn C
    Link Publication
  • 2024
    Title Singular limit and convergence rate via projection method in a model for plant-growth dynamics with autotoxicity
    Type Journal Article
    Author Morgan J
    Journal (to appear) Journal of Differential Equations
    Link Publication
  • 2024
    Title Rigorous fast signal diffusion limit and convergence rates with the initial layer effect in a competitive chemotaxis system
    Type Other
    Author Bao-Ngoc Tran
    Link Publication
  • 2024
    Title On quasi-linear reaction diffusion systems arising from compartmental SEIR models.
    DOI 10.1007/s00030-024-00985-w
    Type Journal Article
    Author Morgan J
    Journal Nonlinear differential equations and applications : NoDEA
    Pages 98
Methods & Materials
  • 2024 Link
    Title Projection method for convergence rate of fast reaction limits
    Type Improvements to research infrastructure
    Public Access
    Link Link
  • 2024 Link
    Title Entropy methods for degenerate chemical reactions
    Type Improvements to research infrastructure
    Public Access
    Link Link
  • 2024 Link
    Title Energy bootstrap argument
    Type Improvements to research infrastructure
    Public Access
    Link Link
  • 2023 Link
    Title Modified energy method
    Type Improvements to research infrastructure
    Public Access
    Link Link
Scientific Awards
  • 2023
    Title Speaker
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
  • 2022
    Title Invited speaker at the Banff Research Station entitled Topics in Multiple Time Scale Dynamics (22w5057)
    Type Personally asked as a key note speaker to a conference
    Level of Recognition Continental/International
Fundings
  • 2024
    Title Postdoc Grant (receipient: Dr. Bao-Ngoc Tran)
    Type Travel/small personal
    Start of Funding 2024
    Funder University of Graz
  • 2023
    Title IMSC Young Investigator Fellowship (receipient: Dr. Bao-Ngoc Tran)
    Type Fellowship
    Start of Funding 2023
    Funder Nawi Graz

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