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Pattern formation in reaction-diffusion systems in the presence of non-Markovian diffusion
Reza Torabi1,2, Jörn Davidsen1,3
1Department of Physics and Astronomy, University of Calgary, Calgary, Alberta T2N 1N4, Canada.
Memory effects in reaction-diffusion systems can alter spatiotemporal patterns. This study shows non-Markovian models are crucial for understanding pattern formation and control, even with short-term memory.
Area of Science:
- Chemical Kinetics
- Nonlinear Dynamics
- Theoretical Chemistry
Background:
- Reaction-diffusion systems are fundamental to pattern formation.
- Markovian approximations neglect memory effects, potentially limiting accuracy.
- Understanding memory's role is key for complex system dynamics.
Purpose of the Study:
- Investigate memory effects on spatiotemporal pattern formation in reaction-diffusion systems.
- Analyze the non-Markovian Brusselator model beyond the Markovian approximation.
- Explore how memory influences pattern stability and characteristics.
Main Methods:
- Utilized reductive perturbation theory for analysis.
- Derived a memory-dependent Complex Ginzburg-Landau equation.
- Performed numerical simulations of both the non-Markovian model and the derived equation.
Main Results:
- Memory significantly alters spatiotemporal pattern properties.
- Hopf instability and critical mode amplitude depend explicitly on memory.
- Short-term memory effects are demonstrated to impact pattern dynamics.
Conclusions:
- Non-Markovian approximations are essential for accurate modeling of pattern formation, even with short-term memory.
- Memory introduces a novel mechanism for controlling spatiotemporal patterns.
- This research opens avenues for memory-based pattern control in complex systems.
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