| Department of Applied Mathematics  and Theoretical Physics  | 
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 OverviewOur group seeks to understand fundamental principles that govern the behavior of nonequilibrium coherent  systems in physics and how these principles may lead to physics-inspired algorithms and physics-based analogue computing. The key to understanding the universal behaviour of such  systems  lies in the common description obtained when particular microscopic models are reduced to order parameter
  equations.  Universal order parameter equations written for complex
  matter fields are widely used to describe systems as different as
  Bose-Einstein condensates of ultra cold atomic gases, thermal
  convection, nematic liquid crystals, solid-state condensates, lasers and other nonlinear systems. 
 
 More details of our research on physics-inspired computing can be found at Pi-Computing Research group website. The topics for PhD research n the area of pi-computing for 2024 can be found at PhD Projects page 
 Polariton Graph Simulator 
We  have developed a Polariton Graph Simulator  that acts as an analog simulator of hard optimization problems.  
Polariton graphs simulator is   a novel platform for solving hard optimization problems that can be mapped into the XY model. Polariton condensates can be imprinted into any two-dimensional graph by spatial modulation of the pumping laser. By controlling the pumping intensity and profile, the graph geometry and the separation distance between the lattice sites one can control the couplings between the sites and realise various phase configurations that minimize the XY model. This gives rise to the use of the polariton graph as an analogue XY Hamiltonian simulator. The search for the global minimum of the XY Hamiltonian is via a bottom-up approach which has an advantage over classical or quantum annealing techniques, where the global ground state is reached through either a transition over metastable excited states or via tunnelling between the states in time that depends on the size of the system.
Hydrodynamics of Quantum Fluids 
Quantum  fluids  have been studied experimentally for many years and
have by now become a major focus of cryogenic physics. Applications of
the subject are wide-ranging, from engineering (where, for instance,
helium is used as a coolant for superconducting magnets and infrared
detectors) to astrophysics (where it is invoked to explain glitches in
the rotation of neutron stars). Superfluid turbulence may also provide
insights into classical fluid turbulence, especially at high Reynolds
numbers, where the vorticity has an intermittent, fractal character.
Even though the superfluid is inviscid, there are significant differences between classical turbulence at large Reynolds number and superfluid turbulence. The most significant is that vorticity is continuously distributed in a classical (Navier-Stokes) fluid, but is quantised in a superfluid in units of h/M, where M is the mass of the boson. Turbulence in the superfluid therefore resembles a tangle of vortex filaments, whose dynamics differs from that of the chaotic but continuous vorticity of classical turbulence. We are interested in modelling, developing analytical approaches (asymptotic and perturbation methods) and applying numerical simulations in order to elucidate motions in Bose-Einstein condensates and superfluid helium. Vortex Motion and Turbulence 
One direction of our research is to relate and improve different mathematical models of superfluid turbulence by developing hierarchies of new stochastic models of vortex motion and turbulence. Mathematical models of superfluidity and superfluid turbulence have used four approaches: (1) the phenomenological Landau two-fluid model, (2) the phenomenological Hall-Vinen-Bekherevich-Khalatnikov (HVBK) model, (3) classical inviscid model of vortex motion with ad hoc reconnections, and (4) the Gross-Pitaevskii (GP) semi-classical model. The first of these was designed to describe the superfluid motion at all temperatures at which superfluidity exists. It requires modification when the vorticity is present. The HVBK model is intended for situations in which superfluid lines are dense. The GP model is applicable at very low temperatures where normal fluid is absent; it has proved its worth especially recently in describing dilute condensates. Condensation of nonlinear waves 
Many classical systems in nature reveal the emergence
of large scale coherent structures from a background irregular
field characterised by small-scale fluctuations. Examples
of systems that exhibit such behaviour include classical
turbulence, nonlinear optics, superfluids, ultracold gases
and Bose-Einstein Condensates, and the formation
of the early universe.  We are interested in elucidating these processes for various condensate models and for more than one component. In certain regions of the parameter
space, a large sub-class of these systems can be described by
a system of weakly nonlinear dispersive waves that can be analysed to find analytical and universal solutions that describe the paths to condensation.  
(Image at right is copyright 2009 Elsevier: see H. Salmon and N.G. Berloff, Physica D, 238, 1482, 2009). 
Finite Temperature BECs 
The problem of a vortex tangle interacting with the
normal fluid (thermal cloud) is the key question in superfluid
turbulence. The vortex lines  create a force of mutual friction
between superfluid and normal fluid in addition to
the mutual friction included by Landau in his equations,
and represents the effects of collisions of the quasiparticles
with the vortex cores.
 We studied the effect of these collisions
quantitatively and found that the vortex line decay law
at non-zero temperature in the context of the defocusing
NLS equation. (Image at left is from N. G. Berloff and A. J. Youd, Physical Review Letters, 99, 145301, 2007.)
Electron bubbles 
Much of what is known about vortices in superfluid helium
is obtained from experiments using impurities as
probes. These impurities are of three types: negative ions,
which are electrons in relatively large (radius of 16 Å)
bubbles cut out of the liquid owing to the repulsive interactions
between helium atoms and electrons; positive ions such
as 4He
 (8 Å); and neutral atoms such as 3He (4 Å). By modelling the coupled dynamics of the electron bubble and condensate we showed for the first time how the electron bubble is being trapped by a vortex line. The trapping of impurities is now used widely to study the structure of turbulent vortex tangle.
(Image at right is from N.G. Berloff and P.H. Roberts,  Phys. Rev. B,  63,  024510, 2000)
Exciton-polariton condensates 
Microcavity exciton-polaritons are quasi-particles that result from the
hybridisation of excitons (bound electron hole pairs) and light
confined inside semiconductor microcavities.  At low enough densities,
they behave as bosons according to Bose-Einstein statistics, and
so one may investigate Bose-Einstein condensation of these
particles, and the phenomena associated with it, such as increased
coherence, superfluidity and  quantised vortices. Because of the imperfect confinement of the photon component,
  exciton-polaritons have a finite lifetime, and have to be
  continuously re-populated. 
These systems are therefore capable of pattern forming and the studies of the conditions and  the instabilities that lead to various pattern is a direction of our research. (Image at right is from J. Keeling and N.G. Berloff, Phys. Rev. Lett 100, 250401, 2008 showing spontaneous formation of a rotating vortex lattice in a pumped decaying condensate in the absence of any external rotation.) 
Spinor condensatesOther solid-state condensates 
Other solid-state condensates, such as magnon condesates are subject of our research. Magnons  are elementary excitations -- quantised spin waves --
  of a magnetic system have been observed to condense in ferromagnets, in superfluid 3He-B and in  compressed aerogel of superfluid 3He-A.  Similar to the phases of non-condensed 
Bose gas, atomic spins of normal magnetic materials are in a 
disordered paramagnetic state. In the ordered state  the spins develop 
the common global frequency and phase of precession. The magnon condensation of  room temperature  yttrium-iron garnet (YIG) 
films magnetised by in-plane fields is driven by microwave radiation. A microwave photon excites two primary magnons that relax forming a 
magnon gas with the Bose distribution.  The chemical 
potential increases with pumping power.  When the microwave power exceeds 
a threshold value, the magnon population condenses at finite minima of the dispersion spectrum formed by the combined effects of 
the exchange and magnetic dipolar interactions. We are interested in modelling these condensates and understanding the structure of the ground state and excitations such as vortices and sound waves. (Image at left is adapted from P. Nowik-Boltyk, O. Dzyapko, V. E. Demidov, N.G. Berloff and S. O. Demokritov "Doubly degenerate Bose-Einstein condensate of magnons: spatially non-uniform
ground state and pairs of quantized vortices", Nature Sci. Reps.,  2, 482(2012))
Universality of condensate systemsWe are interested in drawing analogies and understanding generelities between lasers, solid-state-non-equilibrium condensates and equilibrium condensates. There exists a number of universal equations which describe various regimes of the dynamics of non-equilibrium condensates: the Gross-Pitaevskii equation for weakly interacting equilibrium condensates, the complex Ginsburg-Landau equation and the complex Swift-Hohenberg equation that is used to model lasers. All these equations can be derived asymptotically from a generic laser model given by Maxwell-Bloch equations. Such an universal framework allows the unified treatment of various systems and continuously cross from one system to another.
RETUNE 2012: Relaxation, Turbulence, and Non-Equilibrium Dynamics of Matter Fields
- From Quantum Fluids to High-Energy Physics -
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