Cover Image

Machine learning a fixed point action for SU(3) gauge theory with a gauge equivariant convolutional neural network

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Holland, Kieran, Ipp, Andreas, Müller, David I., Wenger, Urs
Format:	Preprint
Published:	2024
Subjects:	High Energy Physics - Lattice Machine Learning High Energy Physics - Phenomenology
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Fixed point actions from convolutional neural networks
by: Holland, Kieran, et al.
Published: (2023)

HMC and gradient flow with machine-learned classically perfect fixed-point actions
by: Holland, Kieran, et al.
Published: (2025)

Machine-learned RG-improved gauge actions and classically perfect gradient flows
by: Holland, Kieran, et al.
Published: (2025)

Machine learning for four-dimensional SU(3) lattice gauge theories
by: Wenger, Urs
Published: (2026)

Infrared fixed point in the massless twelve-flavor SU(3) gauge-fermion system
by: Peterson, Curtis Taylor, et al.
Published: (2024)

Confined-deconfined interface tension and latent heat in SU(N) gauge theory
by: Rindlisbacher, Tobias, et al.
Published: (2025)

Exploring Composite Dark Matter with an SU(4) gauge theory with 1 fermion flavor
by: Ayyar, Venkitesh, et al.
Published: (2024)

Impact of gauge fixing precision on the continuum limit of non-local quark-bilinear lattice operators
by: Zhang, Kuan, et al.
Published: (2024)

Excitations of gauge bosons, and other aspects of gauge Higgs theories
by: Greensite, Jeff
Published: (2025)

Fractional topological charge in $SU(N)$ gauge theories without dynamical quarks
by: Nair, V. P., et al.
Published: (2022)

Towards a unified viewpoint of Gribov--Zwanziger and Serreau--Tissier gauge fixing
by: Terin, Rodrigo Carmo
Published: (2025)

Bootstrapping gauge theories
by: He, Yifei, et al.
Published: (2023)

The topological susceptibility slope $χ^\prime$ of the pure-gauge SU(3) Yang-Mills theory
by: Bonanno, Claudio
Published: (2023)

Hybrid spin-dependent and hybrid-quarkonium mixing potentials at order $(1 /m_Q)^1$ from SU(3) lattice gauge theory
by: Schlosser, Carolin, et al.
Published: (2025)

Progress on the spectroscopy of lattice gauge theories using spectral densities
by: Bennett, Ed, et al.
Published: (2024)

Meson spectroscopy from spectral densities in lattice gauge theories
by: Bennett, Ed, et al.
Published: (2024)

Perturbation theory, irrep truncations, and state preparation methods for quantum simulations of SU(3) lattice gauge theory
by: Balaji, Praveen, et al.
Published: (2025)

Gauge-independent transition separating confinement and Higgs phases in lattice SU(2) gauge theory with a scalar field in the fundamental representation
by: Ikeda, Ryu, et al.
Published: (2023)

Chiral Magnetic Effect and Negative Magnetoresistance across the phase diagram of finite-density SU(2) gauge theory
by: Buividovich, P. V., et al.
Published: (2026)

Casimir scaling in glueballs in SU($N$) and Sp($2N$) gauge theories: hints from constituent approaches
by: Buisseret, F., et al.
Published: (2025)

Numerical evidence for fractional topological objects in SU(3) gauge theory
by: Mickley, Jackson A., et al.
Published: (2023)

2-index chiral gauge theories
by: Anber, Mohamed M., et al.
Published: (2023)

Progress on lattice study of the chimera baryon spectrum in Sp(4) gauge theory
by: Lin, C. -J. David, et al.
Published: (2025)

Progress on the spectroscopy of an Sp(4) gauge theory coupled to matter in multiple representations
by: Hsiao, Ho, et al.
Published: (2024)

Dirac spectrum in the chirally symmetric phase of a gauge theory. I
by: Giordano, Matteo
Published: (2025)

Wilson loops with neural networks
by: Bellscheidt, Verena, et al.
Published: (2026)

Spectrum of the SU(2) scalar-fermion-gauge system under the influence of the Brout-Englert-Higgs effect
by: Wieland, Georg, et al.
Published: (2025)

Mixing between flavor singlets in lattice gauge theories coupled to matter fields in multiple representations
by: Bennett, Ed, et al.
Published: (2024)

New mixed inhomogeneous phase in vortical gluon plasma: first-principle results from rotating SU(3) lattice gauge theory
by: Braguta, Victor V., et al.
Published: (2023)

Confinement without symmetry breaking in chiral gauge theories
by: Li, Haolin, et al.
Published: (2026)

Standard Model tests with smeared experiment and theory
by: Jüttner, Andreas
Published: (2026)

Hadronic scattering in (1+1)D SU(2) lattice gauge theory from tensor networks
by: Barata, João, et al.
Published: (2025)

Novel first-order phase transition and critical points in SU(3) Yang-Mills theory with spatial compactification
by: Fujii, Daisuke, et al.
Published: (2024)

$\mathbb{Z}_3$ lattice gauge theory as a toy model for dense QCD
by: Hidaka, Yoshimasa, et al.
Published: (2024)

The hadronic contribution to the running of the electroweak gauge couplings
by: Conigli, Alessandro, et al.
Published: (2026)

Infrared spectra of some strongly--coupled chiral gauge theories
by: Bolognesi, Stefano, et al.
Published: (2026)

Dynamical symmetry breaking in Georgi-Glashow chiral-gauge theories
by: Li, Hao-Lin, et al.
Published: (2025)

Topological susceptibility and excess kurtosis in SU(3) Yang-Mills theory
by: Durr, Stephan, et al.
Published: (2025)

Addressing the sign-problem in Euclidean path integrals with radial basis function neural networks
by: Balassa, Gabor
Published: (2025)

Lattice investigations of the chimera baryon spectrum in the Sp(4) gauge theory
by: Bennett, Ed, et al.
Published: (2023)