High Energy & Particle · Physics & Astronomy
High Energy Physics - Lattice
The newest papers in High Energy Physics - Lattice that ReadSearch has read, newest first. Each links to its own page, with its authors, date, where it was published and the original.
48 papers, from 21 September 2026 to 5 November 2026: 48 arXiv preprints.
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Newest papers, page 2
Electric Flux as a Criterion for String Breaking and Schwinger Pair Production
We define string breaking by the midpoint electric field falling to half a flux unit.Jianmu-Q: Bridging Quantum Field Theory and Quantum Hardware with AI Agents
Quantum computing offers a promising approach to non-perturbative simulations of quantum field theories, particularly for real-time dynamics and systems affected by the sign problem.Ergodic topology sampling toward the continuum with Stochastic Normalizing Flows
In this work we provide numerical evidence that topological freezing in $\mathrm{SU}(3)$ Yang-Mills theory can be mitigated with a flow-based approach, as tested at lattice spacings as fine as…The Blume-Capel Model as a $φ^6$ Field Theory: A Monte Carlo and Flow Model Study
We report Monte Carlo simulations of a continuous spin variant of the Blume-Capel model.Emergent Loop Geometry in Gauge-Equivariant Graph Neural Networks
Gauge-equivariant graph neural networks generate ordered products of gauge links through local message passing, but the geometry of these internal structures is not captured by the receptive field…Data Free Training of Diffusion Models for Lattice Field Theories
Sampling equilibrium field configurations remains a major computational bottleneck in lattice field theory, motivating the development of generative samplers that can produce independent…Time-Domain Observables for Resonant Scattering in Quantum Simulations of Lattice Gauge Theory
Quantum computing may allow unprecedented access to nonequilibrium quantum dynamics, including problems of interest in particle physics, like the real-time development of scattering processes.Signal-to-noise problems in fault-tolerant quantum computation
Quantum computation offers a promising alternative to classical Monte Carlo methods by naturally avoiding sign problems through unitary evolution.Analog quantum simulation of $φ^4$ field theory with a superconducting transmission line
Understanding the dynamics of interacting quantum fields remains a fundamental challenge.Machine Learning Meets High-Energy Nuclear Physics: From Pattern Recognition to Physics-Integrated Discovery
Machine learning (ML) in high-energy nuclear physics (HENP) is entering a new stage in which physical knowledge is incorporated more directly into data analysis, simulation, and physics inference.Symbolic Density Estimators for Unnormalized Distributions
Estimating the symbolic or analytical form of probability density functions (PDFs) from observed samples is a fundamental challenge in statistical and computational modelling.Sampling SU(N) gauge theory on a 2D lattice from independent plaquettes via holonomies and corner reweighting
In the Wilson formulation of lattice gauge theory, the fundamental degrees of freedom are group-valued link variables, while the action is a sum over the trace of the plaquettes, the smallest Wilson…Two-Sided Bounds on Ground State Properties in Lattice Gauge Theories
Gauge theories describe fundamental interactions in the standard model of particle physics and build effective theories in condensed matter physics.Efficient Neural Surrogates for Linear Radiation Transport on the Lattice and Hohlraum benchmarks
Linear radiation transport equations (RTEs) form the simulation foundations underpinning design and analysis tasks in nuclear engineering, inertial confinement fusion, medical imaging, and…No-go theorems for dual Hamiltonians of Non-Abelian Lattice Gauge Theories
Hamiltonian simulations of lattice gauge theories promise new insights into the inner workings of QCD.Generative Modeling of Stochastic Dynamics for Long-Time Evolution
Exact stochastic equations for non-equilibrium dynamics are rarely accessible.MORE Thermal Gauge Theories at Finite $θ$ and $μ$ from Real-Time Quantum Simulation
Imaginary-time evolution can be reconstructed from real-time quantum simulations using exact integral transforms.Multilevel Plaquette-Space Sampling for Lattice Gauge Theories with Local Constraint Solves
Lattice gauge theories are an important class of physical models with high-dimensional structured distributions that underpin first-principles calculations in particle, nuclear, and condensed-matter…LaMET-Agent: An Agent Framework for Large-Momentum Effective Theory Analysis
Large-momentum effective theory (LaMET) provides a first-principles framework for computing the $x$ dependence of light-cone parton distributions from lattice QCD.SIMANF: Sample Free Learning of Unnormalized Distributions via Simulated Annealing in Normalizing Flows
Efficiently learning and sampling from high dimensional, multimodal unnormalized distributions without target samples remains a challenging problem.