The Doi-Peliti field theory of run-and-tumble and active Brownian particles
File(s)
Author(s)
Zhang, Ziluo
Type
Thesis
Abstract
In this thesis, I use Doi-Peliti field theory to describe a range of active matter systems and calculate their entropy production.
The topics in this thesis are presented from the easier model to the more complicated model. In Chapter 2, I use the field theory to calculate the stationary density of a drift-diffusive particle in an external potential and compare the result with the well-known analytic solution. Here I show a basic route to study active matter via field theory, even though this process is already well studied. In Chapter 3, I show the propagator, mean-squared displacement and entropy production of run-and-tumble particles in d dimensions. In Chapter 4, I use field theory and introduce a corresponding eigensystem to obtain the propagator of active Brownian particles in 2 and 3 dimensions and calculate their entropy production. In Chapter 5, I extend our field theoretic framework to include interaction, calculate their correlation function and entropy production perturbatively, and compare the theory with numerical results.
Finally, in Chapter 6, I discuss the main results of this thesis and present the open
questions for further work.
The topics in this thesis are presented from the easier model to the more complicated model. In Chapter 2, I use the field theory to calculate the stationary density of a drift-diffusive particle in an external potential and compare the result with the well-known analytic solution. Here I show a basic route to study active matter via field theory, even though this process is already well studied. In Chapter 3, I show the propagator, mean-squared displacement and entropy production of run-and-tumble particles in d dimensions. In Chapter 4, I use field theory and introduce a corresponding eigensystem to obtain the propagator of active Brownian particles in 2 and 3 dimensions and calculate their entropy production. In Chapter 5, I extend our field theoretic framework to include interaction, calculate their correlation function and entropy production perturbatively, and compare the theory with numerical results.
Finally, in Chapter 6, I discuss the main results of this thesis and present the open
questions for further work.
Version
Open Access
Date Issued
2022-10
Date Awarded
2023-06
Copyright Statement
Creative Commons Attribution NonCommercial Licence
License URL
Advisor
Pruessner, Gunnar
Publisher Department
Mathematics
Publisher Institution
Imperial College London
Qualification Level
Doctoral
Qualification Name
Doctor of Philosophy (PhD)