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result(s) for
"Algorithms and Theoretical Developments"
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Tensor renormalization group study of (1 + 1)-dimensional U(1) gauge-Higgs model at θ = π with Lüscher’s admissibility condition
by
Akiyama, Shinichiro
,
Kuramashi, Yoshinobu
in
Algorithms and Theoretical Developments
,
Boundary conditions
,
Classical and Quantum Gravitation
2024
A
bstract
We investigate the phase structure of the (1+1)-dimensional U(1) gauge-Higgs model with a
θ
term, where the U(1) gauge action is constructed with Lüscher’s admissibility condition. Using the tensor renormalization group, both the complex action problem and topological freezing problem in the standard Monte Carlo simulation are avoided. We find the first-order phase transition with sufficiently large Higgs mass at
θ
=
π
, where the ℤ
2
charge conjugation symmetry is spontaneously broken. On the other hand, the symmetry is restored with a sufficiently small mass. We determine the critical endpoint as a function of the Higgs mass parameter and show the critical behavior is in the two-dimensional Ising universality class.
Journal Article
Heavy Wilson quarks and O(a) improvement: nonperturbative results for b g
by
Roman Höllwieser
,
Mattia Dalla Brida
,
Rainer Sommer
in
Algorithms and Theoretical Developments
,
Lattice QCD
,
Non-Perturbative Renormalization
2024
Abstract With Wilson quarks, on-shell O(a) improvement of the lattice QCD action is achieved by including the Sheikholeslami-Wohlert term and two further operators of mass dimension 5, which amount to a mass-dependent rescaling of the bare parameters. We here focus on the rescaled bare coupling, g ~ 0 2 = g 0 2 1 + b g a m q $$ {\\tilde{g}}_0^2={g}_0^2\\left(1+{b}_{\\textrm{g}}a{m}_{\\textrm{q}}\\right) $$ , and the determination of b g g 0 2 $$ {b}_{\\textrm{g}}\\left({g}_0^2\\right) $$ which is currently only known to 1-loop order of perturbation theory. We derive suitable improvement conditions in the chiral limit and in a finite space-time volume and evaluate these for different gluonic observables, both with and without the gradient flow. The choice of β-values and the line of constant physics are motivated by the ALPHA collaboration’s decoupling strategy to determine α s (m Z ) [1]. However, the improvement conditions and some insight into systematic effects may prove useful in other contexts, too.
Journal Article
Stochastic normalizing flows as non-equilibrium transformations
by
Nada, Alessandro
,
Panero, Marco
,
Caselle, Michele
in
Algorithms
,
Algorithms and Theoretical Developments
,
Classical and Quantum Gravitation
2022
A
bstract
Normalizing flows are a class of deep generative models that provide a promising route to sample lattice field theories more efficiently than conventional Monte Carlo simulations. In this work we show that the theoretical framework of stochastic normalizing flows, in which neural-network layers are combined with Monte Carlo updates, is the same that underlies out-of-equilibrium simulations based on Jarzynski’s equality, which have been recently deployed to compute free-energy differences in lattice gauge theories. We lay out a strategy to optimize the efficiency of this extended class of generative models and present examples of applications.
Journal Article
Finite-volume scattering on the left-hand cut
by
Hansen, M. T.
,
Baião Raposo, A.
in
Algorithms and Theoretical Developments
,
Classical and Quantum Gravitation
,
Effective Field Theories of QCD
2024
A
bstract
The two-particle finite-volume scattering formalism derived by Lüscher and generalized in many subsequent works does not hold for energies far enough below the two-particle threshold to reach the nearest left-hand cut. The breakdown of the formalism is signaled by the fact that a real scattering amplitude is predicted in a regime where it should be complex. In this work, we address this limitation by deriving an extended formalism that includes the nearest branch cut, arising from single particle exchange. We focus on two-nucleon (
NN
→
NN
) scattering, for which the cut arises from pion exchange, but give expressions for any system with a single channel of identical particles. The new result takes the form of a modified quantization condition that can be used to constrain an intermediate K-matrix in which the cut is removed. In a second step, integral equations, also derived in this work, must be used to convert the K-matrix to the physical scattering amplitude. We also show how the new formalism reduces to the standard approach when the
N
→
Nπ
coupling is set to zero.
Journal Article
Entanglement entropy from non-equilibrium Monte Carlo simulations
by
Panero, Marco
,
Bulgarelli, Andrea
in
Algorithms
,
Algorithms and Theoretical Developments
,
Black holes
2023
A
bstract
We study the entanglement entropy in lattice field theory using a simulation algorithm based on Jarzynski’s theorem. We focus on the entropic c-function for the Ising model in two and in three dimensions: after validating our algorithm against known analytical results from conformal field theory in two dimensions, we present novel results for the three-dimensional case. We show that our algorithm, which is highly parallelized on graphics processing units, allows one to precisely determine the subleading corrections to the area law, which have been investigated in many recent works. Possible generalizations of this study to other strongly coupled theories are discussed.
Journal Article
Backpropagating Hybrid Monte Carlo algorithm for fast Lefschetz thimble calculations
by
Sakai, Katsuta
,
Fujisawa, Genki
,
Nishimura, Jun
in
Algorithms
,
Algorithms and Theoretical Developments
,
Classical and Quantum Gravitation
2022
A
bstract
The Picard-Lefschetz theory has been attracting much attention as a tool to evaluate a multi-variable integral with a complex weight, which appears in various important problems in theoretical physics. The idea is to deform the integration contour based on Cauchy’s theorem using the so-called gradient flow equation. In this paper, we propose a fast Hybrid Monte Carlo algorithm for evaluating the integral, where we “backpropagate” the force of the fictitious Hamilton dynamics on the deformed contour to that on the original contour, thereby reducing the required computational cost by a factor of the system size. Our algorithm can be readily extended to the case in which one integrates over the flow time in order to solve not only the sign problem but also the ergodicity problem that occurs when there are more than one thimbles contributing to the integral. This enables, in particular, efficient identification of all the dominant saddle points and the associated thimbles. We test our algorithm by calculating the real-time evolution of the wave function using the path integral formalism.
Journal Article
Toward QCD on quantum computer: orbifold lattice approach
by
Rinaldi, Enrico
,
Schäfer, Andreas
,
Hanada, Masanori
in
Algorithms
,
Algorithms and Theoretical Developments
,
Classical and Quantum Gravitation
2024
A
bstract
We propose an orbifold lattice formulation of QCD suitable for quantum simulations. We show explicitly how to encode gauge degrees of freedom into qubits using noncompact variables, and how to write down a simple truncated Hamiltonian in the coordinate basis. We show that SU(3) gauge group variables and quarks in the fundamental representation can be implemented straightforwardly on qubits, for arbitrary truncation of the gauge manifold.
Journal Article
Full QCD with milder topological freezing
by
Parente, Luca
,
Clemente, Giuseppe
,
D’Elia, Massimo
in
Algorithms
,
Algorithms and Theoretical Developments
,
Boundary conditions
2024
A
bstract
We simulate
N
f
= 2 + 1 QCD at the physical point combining open and periodic boundary conditions in a parallel tempering framework, following the original proposal by M. Hasenbusch for 2
d
CP
N
−1
models, which has been recently implemented and widely employed in 4
d
SU(
N
) pure Yang-Mills theories too. We show that using this algorithm it is possible to achieve a sizable reduction of the auto-correlation time of the topological charge in dynamical fermions simulations both at zero and finite temperature, allowing to avoid topology freezing down to lattice spacings as fine as
a
∼ 0
.
02 fm. Therefore, this implementation of the Parallel Tempering on Boundary Conditions algorithm has the potential to substantially push forward the investigation of the QCD vacuum properties by means of lattice simulations.
Journal Article
Bond-weighting method for the Grassmann tensor renormalization group
A
bstract
Recently, the tensor network description with bond weights on its edges has been proposed as a novel improvement for the tensor renormalization group algorithm. The bond weight is controlled by a single hyperparameter, whose optimal value is estimated in the original work via the numerical computation of the two-dimensional critical Ising model. We develop this bond-weighted tensor renormalization group algorithm to make it applicable to the fermionic system, benchmarking with the two-dimensional massless Wilson fermion. We show that the accuracy with the fixed bond dimension is improved also in the fermionic system and provide numerical evidence that the optimal choice of the hyperparameter is not affected by whether the system is bosonic or fermionic. In addition, by monitoring the singular value spectrum, we find that the scale-invariant structure of the renormalized Grassmann tensor is successfully kept by the bond-weighting technique.
Journal Article
Towards a complete classification of holographic entropy inequalities
by
Furuya, Keiichiro
,
Naskar, Joydeep
,
Bao, Ning
in
AdS-CFT Correspondence
,
Algorithms
,
Algorithms and Theoretical Developments
2025
A
bstract
We propose a deterministic method to find all holographic entropy inequalities that have corresponding contraction maps and argue the completeness of our method. We use a triality between holographic entropy inequalities, contraction maps and partial cubes. More specifically, the validity of a holographic entropy inequality is implied by the existence of a contraction map, which we prove to be equivalent to finding an isometric embedding of a contracted graph. Thus, by virtue of the argued completeness of the contraction map proof method, the problem of finding all holographic entropy inequalities is equivalent to the problem of finding all contraction maps, which we translate to a problem of finding all image graph partial cubes. We give an algorithmic solution to this problem and characterize the complexity of our method. We also demonstrate interesting by-products, most notably, a procedure to generate candidate quantum entropy inequalities.
Journal Article