Hep-Lat, short for High Energy Physics – Lattice, explores the fundamental forces of nature by simulating particle interactions on a digital grid. Instead of relying solely on abstract equations, researchers in this field use powerful computers to model how quarks and gluons bind together, offering deep insights into the structure of matter that are often impossible to derive analytically.

Gist.Science ensures these complex discoveries from arXiv remain accessible to everyone. We process every new preprint in this category as it is posted, providing both plain-language explanations for the curious and detailed technical summaries for experts. This dual approach bridges the gap between cutting-edge simulation work and broader scientific understanding.

Below are the latest papers in High Energy Physics – Lattice, curated directly from arXiv and ready for you to explore.

Twist-2 relations for the twist-3 tensor-polarized distribution function fLTf_{LT} of a spin-1 hadron by the operator-product-expansion method

This paper employs the local operator-product-expansion method to independently derive twist-2 relations, specifically a Wandzura-Wilczek-like relation and a Burkhardt-Cottingham-like sum rule, for the twist-3 tensor-polarized distribution function fLTf_{LT} of spin-1 hadrons, thereby providing a robust theoretical foundation for upcoming electron-deuteron deep inelastic scattering experiments at JLab.

S. Kumano, Kenshi Kuroki2026-05-04⚛️ nucl-ex

Sampling two-dimensional spin systems with transformers

This paper introduces an efficient transformer-based neural sampler that generates groups of spins and utilizes approximated probabilities to overcome computational inefficiencies, enabling the sampling of large two-dimensional Ising and Edwards-Anderson spin systems with significantly improved effective sample sizes compared to previous state-of-the-art methods.

Piotr Białas, Piotr Korcyl, Tomasz Stebel, Adam Stefański, Dawid Zapolski2026-05-01⚛️ hep-lat

Deeply virtual pion production through two-loop order

This paper presents the first calculation of next-to-next-to-leading order (NNLO) QCD radiative corrections for deeply virtual pion production, demonstrating that these two-loop corrections substantially improve the agreement between perturbative QCD predictions and experimental data from JLab while also refining theoretical descriptions of transverse single-spin asymmetries for future facilities like the EIC and EicC.

Wen Chen, Feng Feng, Yu Jia, Qing-Tao Song, Guang Tang, Zhe-Yu Wang2026-05-01⚛️ hep-lat

Semileptonic weak Hamiltonian to O(ααs(μLattice))\mathcal{O}(\alpha \alpha_s(\mu_{\mathrm{Lattice}})) in momentum-space subtraction schemes

This paper calculates the O(ααs)\mathcal{O}(\alpha\alpha_s) perturbative conversion between the MSˉ\bar{\rm MS} scheme and momentum-space subtraction schemes for semileptonic weak Hamiltonians, demonstrating how judicious choices of projectors eliminate artificial scale dependence caused by Ward identity violations and yield Wilson coefficients with significantly reduced renormalization scale sensitivity.

M. Gorbahn, S. Jäger, F. Moretti, E. van der Merwe2026-04-30⚛️ hep-lat

Molecular states J/ψBc+J/\psi B_{c}^{+} and ηcBc+\eta_{c}B_{c}^{\ast +}

This paper investigates the hadronic molecule J/ψBc+J/\psi B_{c}^{+} using QCD sum rules, predicting its mass to be (9740±70)(9740 \pm 70) MeV and its total width to be (121±17)(121 \pm 17) MeV, which indicates that the state decays strongly into ordinary mesons via dominant fall-apart and subdominant annihilation mechanisms.

S. S. Agaev, K. Azizi, H. Sundu2026-04-30⚛️ hep-lat