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Subdiffusion in the Presence of Reactive Boundaries: A Generalized Feynman-Kac Approach
Toby Kay1, Luca Giuggioli1,2
1Department of Engineering Mathematics, University of Bristol, Bristol, BS8 1UB UK.
Researchers developed a generalized Feynman-Kac equation to model subdiffusive processes with reactions. This new approach, using subordinated local time, offers a practical way to understand reaction-diffusion systems, especially those with long waiting times.
Area of Science:
- Mathematical Physics
- Stochastic Processes
- Reaction-Diffusion Systems
Background:
- Subdiffusive processes are common in various scientific fields but are challenging to model, especially when reactions are involved.
- Existing models often struggle with the long waiting times characteristic of subdiffusion.
- The Feynman-Kac equation provides a link between stochastic processes and partial differential equations.
Purpose of the Study:
- To derive a generalized Feynman-Kac equation applicable to subdiffusive processes with reactions.
- To introduce and define the concept of 'subordinated local time' for analyzing these processes.
- To establish a probabilistic framework for subdiffusion with reactions, connecting it to known boundary conditions.
Main Methods:
- Application of subordination techniques to derive a time fractional Schrödinger equation.
- Stochastic treatment to link the generalized Feynman-Kac equation with subdiffusive reaction-diffusion.
- Analytical solutions for first-reaction probability density, survival probability, and subordinated local time density.
- Validation through stochastic simulations.
Main Results:
- A generalized Feynman-Kac equation describing subdiffusion with reactions was derived.
- The subordinated local time was defined as the number of visits to a spatial point, independent of time spent.
- Equivalence was shown between the generalized Feynman-Kac equation with a reflecting boundary and the fractional diffusion equation with a radiation boundary.
- Analytic solutions in the time domain, expressed using the Wright function, were obtained for key probabilistic quantities.
Conclusions:
- The subordinated local time offers a novel and practical interpretation for subdiffusive processes with reactions.
- The derived generalized Feynman-Kac equation provides a powerful tool for analyzing complex reaction-diffusion phenomena.
- The study successfully bridges analytical mathematics and stochastic simulations, validating the new theoretical framework.
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