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Lattice Models of Bacterial Turbulence

Lead Research Organisation: University of Edinburgh
Department Name: Sch of Physics and Astronomy

Abstract

There is something truly fascinating about coordinated behaviour of living organisms. Be it the simple pleasure of watching geometrical patterns or a deeper, almost philosophical, satisfaction of observing order appear from chaos, collective motion in schools of fish and flocks of birds or insects, so successfully popularised by Sir David Attenborough, appeals equally to the general public and scientists alike. Studies of how this behaviour comes about transformed our understanding of animal behaviour, biology of groups of organisms, and social interactions. Surprisingly, such phenomena have had a strong impact on statistical and soft matter physics by stimulating the development of what is now called the field of active matter. In the attempt to distill what aspects of such collective behaviour can be attributed to physical interactions, there emerged a new direction in non-equilibrium physics that seeks to understand the unique states of matter formed by particles that extract energy from their environment and transform it into self-propulsion.

In this proposal we focus on dilute solutions of swimming bacteria - an archetypal model for swimming microorganisms. Such solutions often exhibit a unique dynamical state, known as "bacterial turbulence". At very low densities, bacterial suspensions appear featureless and disordered, while at higher, yet still sufficiently low densities, collective motion sets in on the scale of the system. We propose a high-risk, high-gain research programme that will establish a novel class of lattice models describing collective motion in microscopic self-propelled particles suspended in a fluid. Similar in spirit to other non-equilibrium lattice models, our model is simple enough to allow for detailed studies into the exact nature of collective motion.
If successful, the model will gain the status similar to, say, the Ising model in condensed matter physics, and will establish itself as a new archetypal class of active matter systems, ultimately enriching our understanding of non-equilibrium physics and fascinating collective phenomena in nature.

Publications

10 25 50
 
Description The focus of this proposal is the rapidly developing field of active matter that deals with various strongly non-equilibrium systems, such as self-propelled particles. One of the key results in this field is the observation that motile particles, such as bacteria, can organise into large-scale chaotic flows often referred to as collective motion or active turbulence. Such states represent a new state of matter and significant effort is being currently devoted to its understanding. Before this proposal, the best way to address such problems was to perform very costly large-scale computer simulations describing the precise motion of each organism and the associated fluid flows. This research programme has book significant advances in alleviating these technical difficulties. In particular, we have shown that:
* a lattice of model microswimmers pinned to a regular lattice exhibits the same type of transition where by collective motion one has to understand large-scale orientational dynamics of individual microswimmers
* such simulations are significantly cheaper than their full-blown analogues and allow for detailed studies into the nature of that transition
* in two spatial dimensions, there seem to be no transition to collective motion despite previous numerical predictions, while in three-dimensions the onset of collective motion has the character of a crossover rather than a sharp transition.
* when the microswimmers are allowed to hop along the lattice, they successfully describe a system with motility-induced phase separation in the presence of hydrodynamic interactions -- another important open question in the active matter field.
Exploitation Route This is an example of blue-skies research with the primary goal of contributing to the UK's reputation and status as a power house in non-equilibrium statistical mechanics and active matter, in particular. As such, these findings are of fundamental-science nature and are of direct relevance to a very large international community of scientists (physicists, microbiologists, applied mathematicians, engineers and material scientists) working in the field of 'wet' (suspended in a fluid) active matter.
Sectors Energy

Healthcare

Other