Quasi-steady state approximation for PDE
Quasi-steady state approximation for PDE
DACH: Österreich - Deutschland - Schweiz
Disciplines
Chemistry (5%); Mathematics (95%)
Keywords
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Quasi-stead-state approximation,
Partial differential equations,
Michaelis-Menten kinetics,
Multiple time scale dynamics,
Fast reaction limits,
Duality and Entropy Methods
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.
- Universität Graz - 100%
Research Output
- 15 Publications
- 4 Methods & Materials
- 2 Scientific Awards
- 2 Fundings
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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
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2024
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Title Projection method for convergence rate of fast reaction limits Type Improvements to research infrastructure Public Access Link Link -
2024
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Title Entropy methods for degenerate chemical reactions Type Improvements to research infrastructure Public Access Link Link -
2024
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Title Energy bootstrap argument Type Improvements to research infrastructure Public Access Link Link -
2023
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Title Modified energy method Type Improvements to research infrastructure Public Access Link Link
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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
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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