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.

Order-separated tensor-network method for QCD in the strong-coupling expansion

This paper introduces the order-separated Grassmann higher-order tensor renormalization group (OS-GHOTRG) method to compute strong-coupling expansions of thermodynamical observables for two-dimensional QCD with staggered quarks, demonstrating that fitting these expansions to transition functions significantly extends their range of applicability near the phase transition.

Thomas Samberger, Jacques Bloch, Robert Lohmayer, Tilo Wettig2026-03-26⚛️ hep-lat

Ground-State Extraction of Heavy-Light Meson Semileptonic Decay Form Factors

This paper presents a method for extracting ground-state heavy-light meson semileptonic decay form factors from finite-time correlation functions by addressing excited-state contamination through summed ratios and chiral perturbation theory, utilizing four CLS ensembles with Nf=2+1N_f=2+1 improved Wilson fermions to support future BπνB \to \pi \ell \nu and BsKνB_s \to K \ell \nu calculations.

Antonino D'Anna, Alessandro Conigli, Patrick Fritzsch, Antoine Gérardin, Jochen Heitger, Gregorio Herdoíza, Nikolai Husung, Simon Kuberski, Carlos Pena, Hubert Simma2026-03-26⚛️ hep-lat

Multiple dispersive bounds. I) The z-expansion

This paper proposes enhancing the phenomenological application of the Boyd-Grinstein-Lebed zz-expansion for hadronic form factors by explicitly incorporating a unitarity filter derived from its equivalence to the Dispersion Matrix method and by introducing kernel functions to apply multiple dispersive bounds, thereby enabling more rigorous, model-independent analyses of various physical processes.

Silvano Simula, Ludovico Vittorio2026-03-25⚛️ hep-lat

Multiple dispersive bounds. II) Sub-threshold branch-cuts

This paper extends a multiple dispersive bounds strategy to sub-threshold branch-cuts by modifying the standard zz-expansion to simultaneously incorporate pair-production and sub-threshold constraints, demonstrating through numerical analysis of the charged kaon form factor that this double-bound approach yields more precise extrapolations and greater stability against outer function choices than existing single-bound methodologies.

Silvano Simula, Ludovico Vittorio2026-03-25⚛️ hep-lat

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

Structure of QC2_2D ground state fields at nonzero matter densities

This paper presents a quantitative lattice study of two-color QCD at finite chemical potential, revealing that chromo-electromagnetic field strengths undergo a finite-volume crossover near μ=mπ/2\mu = m_\pi/2 with initial suppression followed by enhancement, while the difference between squared electric and magnetic fields grows monotonically with density.

Ragib F. Hasan, Matthew Cummins, Waseem Kamleh, Dale Lawlor, Derek Leinweber, Ian van Schalkwyk, Jon-Ivar Skullerud2026-03-25⚛️ hep-lat