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

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.

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Publication Details

Published
2025-01-29
DOI
https://doi.org/10.22323/1.466.0025
Citations
1
Primary Topic
Physics of Superconductivity and Magnetism
Type
article
Field-Weighted Citation Impact
1.26

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article

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

Jacob Finkenrath, Francesco Knechtli, Michael Günther, Kevin Schäfers
1 citations
Physics of Superconductivity and Magnetism
1.26
article

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

Jacob Finkenrath, Francesco Knechtli, Michael Günther, Kevin Schäfers
article en
1 citations

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.

Bergische Universität Wuppertal, Deutsche Forschungsgemeinschaft, Bundesministerium für Bildung und Forschung
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Physics of Superconductivity and Magnetism
1.26
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