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Efficient integration of gradient flow in lattice gauge theory and properties of low-storage commutator-free Lie group methods

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arxiv 2101.05320 v1 pith:WUKN3X55 submitted 2021-01-13 hep-lat physics.comp-ph

classification hep-latphysics.comp-ph
keywords methodsflowgradientgaugegrouplow-storagelatticerunge-kutta
verification ladder T0 review T1 audit T2 compute T3 formal
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The smoothing procedure known as the gradient flow that suppresses ultraviolet fluctuations of gauge fields plays an important role in lattice gauge theory calculations. In particular, this procedure is often used for high-precision scale setting and renormalization of operators. The gradient flow equation is defined on the SU(3) manifold and therefore requires geometric, or structure-preserving, integration methods to obtain its numerical solutions. We examine the properties and origins of the three-stage third-order explicit Runge-Kutta Lie group integrator commonly used in the lattice gauge theory community, demonstrate its relation to 2N-storage classical Runge-Kutta methods and explore how its coefficients can be tuned for optimal performance in integrating the gradient flow. We also compare the performance of the tuned method with two third-order variable step size methods. Next, based on the recently established connection between low-storage Lie group integrators and classical 2N-storage Runge-Kutta methods, we study two fourth-order low-storage methods that provide a computationally efficient alternative to the commonly used third-order method while retaining the convenient iterative property of the latter. Finally, we demonstrate that almost no coding effort is needed to implement the low-storage Lie group methods into existing gradient flow codes.

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Cited by 4 Pith papers

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  1. 2N-storage Runge-Kutta methods: Order conditions, general properties and some analytic solutions

    math.NA 2025-06 conditional novelty 7.0 of 10

    New explicit constraints characterize 2N-storage Runge-Kutta methods, an error in Williamson's conversion formula is corrected, and general closed-form (4,3) and (5,3) solutions are presented.

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    Adjoint chromoelectric correlators relevant for quarkonium dynamics are calculated in quenched lattice QCD and found to equal the fundamental correlator times Casimir factors, confirming leading-order relations nonper...

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    CosmoLattice v2.0 extends lattice cosmology simulations with non-minimal scalars, ALP–gauge couplings, defect networks, low-storage RK integrators, optimized GWs, and O(10) GPU speedups.

  4. Adjoint chromoelectric correlators for heavy quarkonium diffusion

    hep-lat 2025-05 conditional novelty 4.0 of 10

    First lattice measurement of adjoint chromoelectric correlators shows they scale with the fundamental heavy-quark diffusion correlator by the perturbative factors 5/4 and 9/4.

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