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.

⚛️ lattice

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
⚛️ lattice

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
⚛️ lattice

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
⚛️ lattice

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
⚛️ lattice

Modulated symmetries from generalized Lieb-Schultz-Mattis anomalies

This article establishes a unified, non-perturbative framework demonstrating that spatially modulated symmetries and their associated dipole algebras naturally emerge from the gauging of ordinary symmetries in the presence of generalized Lieb-Schultz-Mattis anomalies, and provides explicit lattice models as well as field-theoretic descriptions across arbitrary spatial dimensions.

Hiromi Ebisu, Bo Han, Weiguang Cao2026-04-29
⚛️ phenomenology

The Angular Observables of ΛbΛc(Λ0π+)τ(πντ)νˉτ\Lambda_b \to \Lambda_c(\to \Lambda^0 \pi^+) \, \tau^-(\to \pi^- \nu_\tau)\, \bar{\nu}_\tau within the Paradigm of FCCC Anomalies

This contribution presents a global analysis of BB-meson flavor anomalies extended to the baryonic sector and demonstrates that the decay Λb0Λc+(Λ0π+)τ(πντ)νˉτ\Lambda_b^0 \to \Lambda_c^+(\to \Lambda^0 \pi^+) \tau^-(\to \pi^- \nu_\tau)\bar{\nu}_\tau provides a powerful, independent probe for New Physics, with the (CVL,CSR)(C_{V_L}, C_{S_R}) scenario identified as the most favored solution and specific angular observables serving as highly sensitive indicators for potential CP-violating or CP-conserving dynamics.

Muhammad Arslan, Ishtiaq Ahmed, Muhammad Jamil Aslam2026-04-29
⚛️ lattice

Determination of the Zc(3900)Z_c(3900) and the Zcs(3985)Z_{cs}(3985) states from joint analysis of experimental and lattice data

This paper presents a unified analysis of experimental and lattice QCD data that confirms the Zc(3900)Z_c(3900) and Zcs(3985)Z_{cs}(3985) as SU(3) flavor partner resonance states with specific pole masses and widths, while revealing that their internal structure requires significant components beyond simple meson-meson molecules.

Yun-Hua Chen, Meng-Lin Du, Feng-Kun Guo2026-04-29