3,685 research outputs found
Topological Phases: An Expedition off Lattice
Motivated by the goal to give the simplest possible microscopic foundation
for a broad class of topological phases, we study quantum mechanical lattice
models where the topology of the lattice is one of the dynamical variables.
However, a fluctuating geometry can remove the separation between the system
size and the range of local interactions, which is important for topological
protection and ultimately the stability of a topological phase. In particular,
it can open the door to a pathology, which has been studied in the context of
quantum gravity and goes by the name of `baby universe', Here we discuss three
distinct approaches to suppressing these pathological fluctuations. We
complement this discussion by applying Cheeger's theory relating the geometry
of manifolds to their vibrational modes to study the spectra of Hamiltonians.
In particular, we present a detailed study of the statistical properties of
loop gas and string net models on fluctuating lattices, both analytically and
numerically.Comment: 38 pages, 22 figure
Size-consistent variational approaches to non-local pseudopotentials: standard and lattice regularized diffusion Monte Carlo methods revisited
We propose improved versions of the standard diffusion Monte Carlo (DMC) and
the lattice regularized diffusion Monte Carlo (LRDMC) algorithms. For the DMC
method, we refine a scheme recently devised to treat non-local pseudopotential
in a variational way. We show that such scheme --when applied to large enough
systems-- maintains its effectiveness only at correspondingly small enough
time-steps, and we present two simple upgrades of the method which guarantee
the variational property in a size-consistent manner. For the LRDMC method,
which is size-consistent and variational by construction, we enhance the
computational efficiency by introducing (i) an improved definition of the
effective lattice Hamiltonian which remains size-consistent and entails a small
lattice-space error with a known leading term, and (ii) a new randomization
method for the positions of the lattice knots which requires a single
lattice-space.Comment: 10 pages, 4 figures, submitted to the Journal of Chemical Physic
Kinetic energy choice in Hamiltonian/hybrid Monte Carlo
We consider how different choices of kinetic energy in Hamiltonian Monte
Carlo affect algorithm performance. To this end, we introduce two quantities
which can be easily evaluated, the composite gradient and the implicit noise.
Results are established on integrator stability and geometric convergence, and
we show that choices of kinetic energy that result in heavy-tailed momentum
distributions can exhibit an undesirable negligible moves property, which we
define. A general efficiency-robustness trade off is outlined, and
implementations which rely on approximate gradients are also discussed. Two
numerical studies illustrate our theoretical findings, showing that the
standard choice which results in a Gaussian momentum distribution is not always
optimal in terms of either robustness or efficiency.Comment: 15 pages (+7 page supplement, included here as an appendix), 2
figures (+1 in supplement
Kinematics of Multigrid Monte Carlo
We study the kinematics of multigrid Monte Carlo algorithms by means of
acceptance rates for nonlocal Metropolis update proposals. An approximation
formula for acceptance rates is derived. We present a comparison of different
coarse-to-fine interpolation schemes in free field theory, where the formula is
exact. The predictions of the approximation formula for several interacting
models are well confirmed by Monte Carlo simulations. The following rule is
found: For a critical model with fundamental Hamiltonian H(phi), absence of
critical slowing down can only be expected if the expansion of
in terms of the shift psi contains no relevant (mass) term. We also introduce a
multigrid update procedure for nonabelian lattice gauge theory and study the
acceptance rates for gauge group SU(2) in four dimensions.Comment: 28 pages, 8 ps-figures, DESY 92-09
Dimensional Reduction and the Yang-Mills Vacuum State in 2+1 Dimensions
We propose an approximation to the ground state of Yang-Mills theory,
quantized in temporal gauge and 2+1 dimensions, which satisfies the Yang-Mills
Schrodinger equation in both the free-field limit, and in a strong-field zero
mode limit. Our proposal contains a single parameter with dimensions of mass;
confinement via dimensional reduction is obtained if this parameter is
non-zero, and a non-zero value appears to be energetically preferred. A method
for numerical simulation of this vacuum state is developed. It is shown that if
the mass parameter is fixed from the known string tension in 2+1 dimensions,
the resulting mass gap deduced from the vacuum state agrees, to within a few
percent, with known results for the mass gap obtained by standard lattice Monte
Carlo methods.Comment: 14 pages, 9 figures. v2: Typos corrected. v3: added a new section
discussing alternative (new variables) approaches, and fixed a problem with
the appearance of figures in the pdf version. Version to appear in Phys Rev
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