Trivializing maps, the Wilson flow and the HMC algorithm
arXiv:0907.5491 · doi:10.1007/s00220-009-0953-7
Abstract
In lattice gauge theory, there exist field transformations that map the theory to the trivial one, where the basic field variables are completely decoupled from one another. Such maps can be constructed systematically by integrating certain flow equations in field space. The construction is worked out in some detail and it is proposed to combine the Wilson flow (which generates approximately trivializing maps for the Wilson gauge action) with the HMC simulation algorithm in order to improve the efficiency of lattice QCD simulations.
Plain TeX source, 29 pages, 3 figures. v3: minor corrections, version published in CMP
Cited by in corpus (223)
- Properties and uses of the Wilson flow in lattice QCD
- High-precision scale setting in lattice QCD
- Critical slowing down and error analysis in lattice QCD simulations
- Machine Learning in Nuclear Physics
- 50 Years of Quantum Chromodynamics
- Equivariant flow-based sampling for lattice gauge theory
- A guide to light-cone PDFs from Lattice QCD: an overview of approaches, techniques and results
- Axion phenomenology and -dependence from lattice QCD
- Lattice QCD input for axion cosmology
- Studying the gradient flow coupling in the Schrödinger functional
- The gradient flow coupling in the Schrödinger Functional
- The lattice gradient flow at tree-level and its improvement
- Sp(4) gauge theory on the lattice: towards SU(4)/Sp(4) composite Higgs (and beyond)
- Comparison of the gradient flow with cooling in pure gauge theory
- Exploring QCD matter in extreme conditions with Machine Learning
- FLAG Review 2024
- Topology in full QCD at high temperature: a multicanonical approach
- Space-time symmetries and the Yang-Mills gradient flow
- Gradient flow and scale setting on MILC HISQ ensembles
- Nonperturbative beta function of twelve-flavor SU(3) gauge theory
- Heavy quark momentum diffusion from the lattice using gradient flow
- Relativistic Fluid Dynamics In and Out of Equilibrium -- Ten Years of Progress in Theory and Numerical Simulations of Nuclear Collisions
- Sp(4) gauge theories on the lattice: Quenched fundamental and antisymmetric fermions
- Topological susceptibility in finite temperature (2+1)-flavor QCD using gradient flow
- Fate of the conformal fixed point with twelve massless fermions and SU(3) gauge group
- Exploring Nf=2+1 QCD thermodynamics from the gradient flow
- dependence in Yang-Mills theory from analytic continuation
- Nonperturbative beta function of eight-flavor SU(3) gauge theory
- Efficient Modelling of Trivializing Maps for Lattice Theory Using Normalizing Flows: A First Look at Scalability
- Flow-based sampling for fermionic lattice field theories
- Nonperturbative Renormalization of Operators in Near-Conformal Systems Using Gradient Flows
- Improving the continuum limit of gradient flow step scaling
- Quark Mass Dependence of Heavy Quark Diffusion Coefficient from Lattice QCD
- Machine Learning Holographic Mapping by Neural Network Renormalization Group
- The perturbative QCD gradient flow to three loops
- Dark Matter from Strong Dynamics: The Minimal Theory of Dark Baryons
- Gradient flow and the renormalization group
- Simulating the All-Order Strong Coupling Expansion III: O(N) sigma/loop models
- Neutron electric dipole moment using twisted mass fermions
- Topological susceptibility of QCD from staggered fermions spectral projectors at high temperatures
- Finite-temperature phase structure of SU(4) gauge theory with multiple fermion representations
- Topological critical slowing down: variations on a toy model
- Lattice study of thermodynamic properties of dense QCD
- Learning Lattice Quantum Field Theories with Equivariant Continuous Flows
- in pure-glue QCD through reweighting
- HQET at order : II. Spectroscopy in the quenched approximation
- The Yang-Mills gradient flow in finite volume
- Thermodynamics in quenched QCD: energy--momentum tensor with two-loop order coefficients in the gradient flow formalism
- Heavy quark diffusion coefficient with gradient flow
- Learning Trivializing Gradient Flows for Lattice Gauge Theories
- The gradient flow running coupling with twisted boundary conditions
- Topology, the Wilson flow and the HMC algorithm
- Large- Yang-Mills theories with milder topological freezing
- Advances in machine-learning-based sampling motivated by lattice quantum chromodynamics
- Supersymmetric nonperturbative formulation of the WZ model in lower dimensions
- Small flow-time representation of fermion bilinear operators
- Results and techniques for higher order calculations within the gradient-flow formalism
- Diffusion Models as Stochastic Quantization in Lattice Field Theory
- Thermal Heavy Quark Self-Energy from Euclidean Correlators
- Repurposing lattice QCD results for composite phenomenology
- Continuous renormalization group function from lattice simulations
- Gradient Flow of O(N) nonlinear sigma model at large N
- Four quark operators for kaon bag parameter with gradient flow
- Emergent strongly coupled ultraviolet fixed point in four dimensions with 8 Kähler-Dirac fermions
- Gradient-flowed thermal correlators: how much flow is too much?
- Proof of the renormalizability of the gradient flow
- Power corrections from decoupling of the charm quark
- The renormalization group step scaling function of the 2-flavor SU(3) sextet model
- Dyons near the transition temperature in lattice QCD
- The static quark potential from the gauge invariant Abelian decomposition
- The Yang-Mills heat semigroup on three-manifolds with boundary
- A study of center and chiral symmetry realization in thermal super Yang-Mills theory using the gradient flow
- The gradient flow running coupling scheme
- Testing trivializing maps in the Hybrid Monte Carlo algorithm
- Correlation and localization properties of topological charge density and the pseudoscalar glueball mass in SU(3) lattice Yang-Mills theory
- Latent heat and pressure gap at the first-order deconfining phase transition of SU(3) Yang-Mills theory using the small flow-time expansion method
- Determination of Reference Scales for Wilson Gauge Action from Yang--Mills Gradient Flow
- Topological susceptibility in lattice Yang-Mills theory with open boundary condition
- Stealth dark matter confinement transition and gravitational waves
- Safety versus triviality on the lattice
- Worldline holographic Schwinger effect
- AdS geometry from CFT on a general conformally flat manifold
- Quantum Yang-Mills theory: an overview of a programme
- Infrared fixed point of SU(2) gauge theory with six flavors
- Gluon Green functions free of Quantum fluctuations
- A lattice study of N=2 Landau-Ginzburg model using a Nicolai map
- Topology via Spectral Projectors with Staggered Fermions
- Stochastic Renormalization Group and Gradient Flow
- Gauge-invariant field-strength correlators for QCD in a magnetic background
- Flow equation, conformal symmetry and AdS geometry
- Topological susceptibility in QCD with two flavors and 3-5 colors -- a pilot study
- A Numerical Study of the 2-Flavour Schwinger Model with Dynamical Overlap Hypercube Fermions
- Dyon structures in the deconfinement phase of lattice gluodynamics: topological clusters, holonomies and Abelian monopoles
- Gradient flow and the Wilsonian renormalization group flow
- Gradient flow exact renormalization group
- Scale setting for large- SUSY Yang-Mills on the lattice
- Themodynamics for pure SU() gauge theory using gradient flow
- Simple chromatic properties of gradient flow
- Geometries from field theories
- Speeding up parallel tempering simulations
- 4D SYM supercurrent in terms of the gradient flow
- Spectral and transport properties from lattice QCD
- Topology of lattice gauge theories coupled with -form gauge fields
- Anisotropy tuning with the Wilson flow
- A multilevel algorithm for flow observables in gauge theories
- The Yang-Mills gradient flow and renormalization
- The gradient flow running coupling in SU(2) gauge theory with fundamental flavors
- Investigating the conformal behaviour of SU(2) with one adjoint Dirac flavor
- Hadronic vacuum polarization using gradient flow
- Glue in hadrons at medium resolution and the QCD instanton vacuum
- Finite temperature properties of QCD with two flavors and three, four and five colors
- QCD Static Force in Gradient Flow
- The Static Quark Potential from the Gauge Independent Abelian Decomposition
- Lattice determination of the topological susceptibility slope of models at large
- A novel approach to the study of conformality in the SU(3) theory with multiple flavors
- The twisted gradient flow coupling at one loop
- Renormalization group and diffusion equation
- Hadrons on the worldline, holography, and Wilson flow
- Wilson fermions at fine lattice spacings: scale setting, pion form factors and (g-2)_mu
- parameter of the SU(3) Yang-Mills theory from the continuous function
- How much do charm sea quarks affect the charmonium spectrum?
- Recent progress on QCD inputs for axion phenomenology
- Polynomial Filtered HMC -- an algorithm for lattice QCD with dynamical quarks
- Open Boundary Condition, Wilson Flow and the Scalar Glueball Mass
- Gradient flow exact renormalization group -- inclusion of fermion fields
- The Yang-Mills gradient flow and lattice effective action
- On the equivalence between the Wilson flow and stout-link smearing
- The Gradient Flow Coupling in Minimal Walking Technicolor
- -dependence in the small- limit of models
- Targeting the conformal window with 4+8 flavors
- The Wilson Flow and the finite temperature phase transition
- Fixed Point Structure of Gradient Flow Exact Renormalization Group for Scalar Field Theories
- Machine learning a fixed point action for SU(3) gauge theory with a gauge equivariant convolutional neural network
- Instantaneous stochastic perturbation theory
- Lattice -field correlators for heavy quarks
- Slope of the beta function at the fixed point of SU(2) gauge theory with six or eight flavors
- Mesonic and baryonic correlation functions at fine lattice spacings
- Fermion number anomaly with the fluffy mirror fermion
- The lattice gradient flow at tree level
- Dislocations under gradient flow and their effect on the renormalized coupling
- The fifth dimension in the worldline formalism, holography, and the Wilson flow
- Temperature Dependence of Heavy Quark Diffusion from (2+1)-flavor Lattice QCD
- Off-lightcone Wilson-line operators in gradient flow
- Short-flow-time expansion of quark bilinears through next-to-next-to-leading order QCD
- Flow equation for the scalar model in the large expansion and its applications
- Parallel Tempered Metadynamics: Overcoming potential barriers without surfing or tunneling
- Lorentz symmetry violation in the fermion number anomaly with the chiral overlap operator
- Chiral anomaly as a composite operator in the gradient flow exact renormalization group formalism
- Gauge covariant neural network for quarks and gluons
- Numerical indication that center vortices drive dynamical mass generation in QCD
- Gradient flow representation of the four-dimensional super Yang--Mills supercurrent
- Lattice simulations of adjoint QCD with one Dirac overlap fermion
- Continuum extrapolation of the gradient-flowed color-magnetic correlator at
- Scaling of Stochastic Normalizing Flows in lattice gauge theory
- Flow Equation of N=1 Supersymmetric O(N) Nonlinear Sigma Model in Two Dimensions
- The running coupling of 8 flavors and 3 colors
- Renormalization of the energy-momentum tensor in three-dimensional scalar theories using the Wilson flow
- Static force from generalized Wilson loops on the lattice using the gradient flow
- Simulating first-order phase transition with hierarchical autoregressive networks
- Topology changing update algorithms for SU(3) gauge theory
- Kaluza--Klein gravity & cosmology emerging from G. Perelman's entropy functionals and quantum geometric information flows
- Confinement study of an SU(4) gauge theory with fermions in multiple representations
- One-loop perturbative coupling of and through the chiral overlap operator
- Physical observables from boundary artifacts: scalar glueball in Yang-Mills theory
- The running coupling of the minimal sextet composite Higgs model
- Targeting the Conformal Window: Scalars on the Lattice
- Symanzik flow on HISQ ensembles
- Encoding field theories into gravities
- Gradient flow step-scaling function for SU(3) with = 6 or 4 fundamental flavors
- Smoothing algorithms for projected center-vortex gauge fields
- Relative scale setting for two-color QCD with Nf=2 Wilson fermions
- Numerical evidence for fractional topological objects in SU(3) gauge theory
- Numerical study of the Landau--Ginzburg model
- Non-abelian lattice gauge theory with a topological action
- ftint: Calculating gradient-flow integrals with pySecDec
- Effective lattice action for the configurations smeared by the Wilson flow
- Non-Perturbative Trivializing Flows for Lattice Gauge Theories
- Equation of state in (2+1)-flavor QCD at physical point with improved Wilson fermion action using gradient flow
- Dyons near the transition temperature in lattice gluodynamics
- Gradient Flow: Perturbative and Non-Perturbative Renormalization
- The gradient flow of the Dirac spectrum
- Topological observables and dependence in high temperature QCD from lattice simulations
- Spin-taste representation of minimally doubled fermions from first principles: Karsten-Wilczek fermions
- Continuum limit in numerical simulations of the Landau--Ginzburg model
- Effective Field Theories and Lattice QCD
- Phase structure of =1 super Yang-Mills theory from the gradient flow
- Effects of boundary conditions and gradient flow in 1+1 dimensional lattice theory
- Two-loop gradient-flow renormalization of scalar QCD
- Scaling flow-based approaches for topology sampling in gauge theory
- Nonminimal gradient flows in QCD-like theories
- Latent heat and pressure gap at the first-order deconfining phase transition of SU(3) Yang-Mills theory using the small flow-time expansion method
- Axial anomaly in a gravitational field via the gradient flow
- Multi-grid HMC for Ginsparg-Wilson fermions
- Decoupling of charm beyond leading order
- Applications of the Perturbative Gradient Flow
- A calculation of the gauge anomaly with the chiral overlap operator
- extrapolation function in SFX method for the energy-momentum tensor
- A state space for 3D Euclidean Yang-Mills theories
- QCD static force in gradient flow
- Phase structure of heavy dense lattice QCD and the three-state Potts model
- Gradient Flow Analysis on MILC HISQ Ensembles
- Applications of flow models to the generation of correlated lattice QCD ensembles
- Running coupling of the sextet composite Higgs model
- Renormalon effect of quasi-PDF in gradient flow formalism
- Generalized Gradient Flow Equation and Its Applications
- Scale setting of SU() Yang--Mills theory, topology and large- volume independence
- Estimating Lattice Artifacts from Flowed SU(2) Calorons
- Fermions in worldline holography
- Accessing the Gluon Momentum Fraction of Nucleons through the Gradient Flow
- The gradient flow formulation of the electroweak Hamiltonian
- Gradient-flowed order parameter for spontaneous gauge symmetry breaking
- Manifestly gauge invariant exact renormalization group for quantum electrodynamics
- Memory efficient finite volume schemes with twisted boundary conditions
- Taming lattice artifacts with Pauli--Villars fields
- Flow equation for the large scalar model and induced geometries
- Link smearing considered as MCRG transformation
- Emergent quantum geometry from stochastic random matrices
- Gradient flows for functions via multi-scale renormalization group equations
- Conformal window in SU(2) with fundamental fermions
- 4D SYM supercurrent on the lattice in terms of the gradient flow
- The perturbative SU(N) one-loop running coupling in the twisted gradient flow scheme
- Extended framework for the hybrid Monte Carlo in lattice gauge theory
- Flavor and Fluctuations