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.

Higher Mellin Moments of the Unpolarized PDF of the Pion and the Kaon from Lattice QCD

This paper presents lattice QCD results for the first four Mellin moments of the unpolarized parton distribution functions of the pion and kaon, computed using a physical-mass Nf=2+1+1N_f=2+1+1 twisted mass fermion ensemble to reconstruct the valence PDFs and compare them with existing theoretical and phenomenological determinations.

Constantia Alexandrou (Univ. of Cyprus,The Cyprus Inst.), Simone Bacchio (The Cyprus Inst.), Priyajit Jana (Univ. of Cyprus,The Cyprus Inst.), Marcus Petschlies (Univ. of Bonn), Luis Alberto Rodriguez (…)2026-05-29⚛️ hep-lat

The origin of excited states of the Λ\Lambda baryon at the SU(3) point from Lattice QCD

This study utilizes large-volume lattice QCD simulations at the flavor-symmetric SU(3) point to identify bound states corresponding to the Λ(1405)\Lambda(1405), Λ(1380)\Lambda(1380), and Λ(1670)\Lambda(1670) resonances, subsequently employing Unitary Chiral Perturbation Theory to trace their pole trajectories to the physical point.

Javier Suarez Sucunza, Thomas Luu, Maxim Mai, Ferenc Pittler, Carsten Urbach, Haobo Yan2026-05-28⚛️ hep-lat

Flow-Based Global Proposals for Monte Carlo Sampling in SU(2) Lattice Gauge Theory

This paper introduces and validates a formally correct machine-learning-based global proposal mechanism for Monte Carlo sampling in SU(2) lattice gauge theory, demonstrating its ability to reproduce target ensembles and achieve modest efficiency gains in hybrid configurations while serving as a proof-of-principle foundation for future extensions to larger lattices and non-Abelian theories.

Seung-il Nam2026-05-27⚛️ hep-lat

Theoretical Signatures of QCD Phase Transitions in Compact Astrophysical Systems

This paper combines lattice QCD, effective field theories, and multimessenger constraints to model first-order QCD phase transitions in neutron stars, predicting distinctive signatures such as twin star branches and delayed gravitational-wave frequency shifts that, while marginally consistent with current data, offer testable predictions for next-generation detectors like the Einstein Telescope.

Debarshi Mukherjee2026-05-26⚛️ hep-lat