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

CaRBM: A Fixed-Depth Quantum Algorithm with Partial Correction for Thermal State Preparation

The paper introduces CaRBM, a fixed-depth quantum algorithm that utilizes Restricted Boltzmann Machine block-encoding with partial correction to efficiently prepare thermal states, particularly at high temperatures, as demonstrated by its application to calculating partition function zeros and phase diagrams in the XXZ and Gross-Neveu models.

Omar Alsheikh, A. F. Kemper, Ermal Rrapaj, Goksu C. Toga2026-03-19
⚛️ lattice

Equivalent class of Emergent Single Weyl Fermion in 3d Topological States: gapless superconductors and superfluids Vs chiral fermions

This paper proposes a generic approach using spontaneous U(1)U(1) symmetry breaking to construct 3D lattice models that evade the no-go theorem and yield a single Weyl fermion in the infrared limit, demonstrating that these models form an equivalent class with gapless superconductors and superfluids across three distinct symmetry-breaking pathways.

Gabriel Meyniel, Fei Zhou2026-03-18
⚛️ lattice

Tensor-polarized twist-3 parton distribution functions fLT(x)f_{LT}(x) for the spin-1 deuteron by using twist-2 relations

This paper calculates the tensor-polarized twist-3 parton distribution function fLT(x)f_{LT}(x) for the spin-1 deuteron by applying twist-2 relations to the known twist-2 function f1LL(x)f_{1LL}(x), demonstrating that fLT(x)f_{LT}(x) is comparable in magnitude to f1LL(x)f_{1LL}(x) and suggesting that current and future facilities like JLab and the EIC are well-suited to investigate these higher-twist effects.

S. Kumano, Kenshi Kuroki2026-03-17