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High Energy Physics - Lattice

arXiv:2501.17632 (hep-lat)
[Submitted on 29 Jan 2025 ]

Title: Hessian-free force-gradient integrators and their application to lattice QCD simulations

Title: 无Hessian力梯度积分器及其在格点QCD模拟中的应用

Authors:Kevin Schäfers, Jacob Finkenrath, Michael Günther, Francesco Knechtli
Abstract: We present initial results on Hessian-free force-gradient integrators for lattice field theories. Integrators of this framework promise to provide substantial performance enhancements, particularly for larger lattice volumes where higher-order integrators demonstrate greater efficiency. Numerical results demonstrate the superior efficiency of the proposed integrators compared to commonly employed non-gradient schemes, particularly due to enhanced stability properties. It is anticipated that the advantages of the Hessian-free framework will become even more pronounced in nested integration approaches and for smaller fermion masses, where the numerical stability properties of the integrators become increasingly important.
Abstract: 我们展示了关于格点场论中无Hessian力梯度积分器的初步结果。 此类框架的积分器有望显著提升性能,特别是在较大的格点体积中,高阶积分器表现出更高的效率。 数值结果表明,与常用的非梯度方案相比,所提出的积分器具有更高的效率,这主要是由于其增强的稳定性特性。 预计在嵌套积分方法和较小费米子质量的情况下,无Hessian框架的优势将更加明显,此时积分器的数值稳定性特性变得越来越重要。
Comments: Contribution to Proceedings of the 41st International Symposium on Lattice Field Theory (LATTICE2024)
Subjects: High Energy Physics - Lattice (hep-lat)
Cite as: arXiv:2501.17632 [hep-lat]
  (or arXiv:2501.17632v1 [hep-lat] for this version)
  https://doi.org/10.48550/arXiv.2501.17632
arXiv-issued DOI via DataCite
Journal reference: CERN-TH-2025-024

Submission history

From: Kevin Schäfers [view email]
[v1] Wed, 29 Jan 2025 13:10:16 UTC (231 KB)
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