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.

Phase structure of heavy dense lattice QCD and three-state Potts model

By mapping the high-density heavy-quark limit of QCD to a three-dimensional three-state Potts model with a complex external field, the study reveals that the finite-temperature phase transition evolves from first-order to crossover and back to first-order as density increases, strongly suggesting a first-order transition persists in the high-density heavy-quark region of QCD.

Shinji Ejiri, Masanari Koiida2026-03-25⚛️ hep-lat

Preparing Fermions via Classical Sampling and Linear Combinations of Unitaries

This paper presents an extension of the Evolving density matrices on Qubits (Eρ\rhoOQ) framework that overcomes the fermionic sign problem by combining classical stochastic sampling with linear combinations of unitaries, enabling efficient fault-tolerant preparation of fermionic states with O(M2)\mathcal{O}(M^2) circuit complexity and validated through simulations of the Thirring model.

Erik J. Gustafson, Henry Lamm2026-03-25⚛️ hep-lat

Automated Extraction of Collins-Soper Kernel from Lattice QCD using An Autonomous AI Physicist System

This paper demonstrates that the autonomous AI system PhysMaster can fully automate the complex, multi-step extraction of the Collins-Soper kernel from Lattice QCD data, reducing the workflow duration from months to hours while achieving precision consistent with state-of-the-art traditional methods and stabilizing signals at large transverse separations.

Jin-Xin Tan, Ting-Jia Miao, Mu-Hua Zhang, Xiang-He Pang, Ze-Xi Liu, Lin-Feng Zhang, Si-Heng Chen, Wei Wang2026-03-25⚛️ hep-lat

Topological susceptibility and QCD phase transition with 2+1 flavor Möbius domain wall fermion at finite temperature

This paper presents lattice QCD results for the topological susceptibility, chiral condensate, and disconnected susceptibility using 2+1 flavor Möbius domain wall fermions at the physical point across a finite temperature range of approximately 140 MeV to 500 MeV.

Issaku Kanamori (JLQCD collaboration), Yasumichi Aoki (JLQCD collaboration), Hidenori Fukaya (JLQCD collaboration), Jishnu Goswami (JLQCD collaboration), Shoji Hashimotod (JLQCD collaboration), Yu Zha (…)2026-03-25⚛️ hep-lat

Exact center symmetry and first-order phase transition in QCD with three degenerate dynamical quarks

Using first-principles lattice simulations with an exact center symmetry induced by a specific imaginary isospin chemical potential, this study demonstrates that QCD with three degenerate dynamical quarks undergoes a first-order deconfinement phase transition and maps its behavior in the mass-isospin chemical potential plane.

Gergely Endrodi, Guy D. Moore, Adam Pieczynski, Alessandro Sciarra2026-03-24⚛️ hep-lat

Vector-channel scattering of dark particles in a Sp(4) gauge theory

This paper presents preliminary lattice results on the vector-channel scattering of two pseudoscalar states in an $Sp(4)$ gauge theory with two fundamental Dirac fermions, a candidate model for strongly interacting massive particle dark matter, utilizing Lüscher's formalism to analyze finite-volume energy levels across various fermion masses.

Jong-Wan Lee, Ed Bennett, Yannick Dengler, Deog Ki Hong, Ho Hsiao, C. -J. David Lin, Biagio Lucini, Axel Maas, Maurizio Piai, Davide Vadacchino, Fabian Zierler2026-03-23⚛️ hep-lat