Cover Image

Variance reduction in lattice QCD observables via normalizing flows

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Abbott, Ryan, Boyda, Denis, Fu, Yang, Hackett, Daniel C., Kanwar, Gurtej, Romero-López, Fernando, Shanahan, Phiala E., Urban, Julian M.
Format:	Preprint
Published:	2026
Subjects:	High Energy Physics - Lattice Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Applications of flow models to the generation of correlated lattice QCD ensembles
by: Abbott, Ryan, et al.
Published: (2024)

Progress in Normalizing Flows for 4d Gauge Theories
by: Abbott, Ryan, et al.
Published: (2025)

Practical applications of machine-learned flows on gauge fields
by: Abbott, Ryan, et al.
Published: (2024)

Multiscale Normalizing Flows for Gauge Theories
by: Abbott, Ryan, et al.
Published: (2024)

Flow-based sampling for multimodal and extended-mode distributions in lattice field theory
by: Hackett, Daniel C., et al.
Published: (2021)

Flow-based sampling for lattice field theories
by: Kanwar, Gurtej
Published: (2024)

Gravitational form factors of the proton from lattice QCD
by: Hackett, Daniel C., et al.
Published: (2023)

Normalizing flows for all-orders QED corrections in lattice field theory
by: Hermansson-Truedsson, Nils, et al.
Published: (2026)

Gravitational form factors of glueballs in Yang-Mills theory
by: Abbott, Ryan, et al.
Published: (2024)

Multi-particle interpolating operators in quantum field theories with cubic symmetry
by: Detmold, William, et al.
Published: (2024)

Exploring gauge-fixing conditions with gradient-based optimization
by: Detmold, William, et al.
Published: (2024)

Lattice evidence that scalar glueballs are small
by: Abbott, Ryan, et al.
Published: (2025)

A Monte Carlo estimator of flow fields for sampling and noise problems
by: Albergo, Michael S., et al.
Published: (2026)

Spectral Diffusion for Sampling on ${\rm SU}(N)$
by: Kanwar, Gurtej, et al.
Published: (2025)

QCD constraints on isospin-dense matter and the nuclear equation of state
by: Abbott, Ryan, et al.
Published: (2024)

Collins-Soper kernel from lattice QCD at the physical pion mass
by: Avkhadiev, Artur, et al.
Published: (2023)

Variance reduction strategies for lattice QCD
by: Harris, Tim
Published: (2026)

Excited-state uncertainties in lattice-QCD calculations of multi-hadron systems
by: Detmold, William, et al.
Published: (2026)

Excited-state uncertainties in lattice-QCD calculations of hadron masses and scattering phase shifts
by: Detmold, William, et al.
Published: (2026)

Lanczos algorithm for lattice QCD matrix elements
by: Hackett, Daniel C., et al.
Published: (2024)

Small-scale Hamiltonian optimization of interpolating operators for Lagrangian lattice quantum field theory
by: Avkhadiev, Artur, et al.
Published: (2024)

Determination of the Collins-Soper kernel from Lattice QCD
by: Avkhadiev, Artur, et al.
Published: (2024)

Hadronic light-by-light contribution to the muon $g-2$ using twisted-mass fermions
by: Kalntis, Nikolaos, et al.
Published: (2024)

A variational study of two-nucleon systems with lattice QCD
by: Amarasinghe, Saman, et al.
Published: (2021)

Three-hadron dynamics from lattice QCD
by: Romero-López, Fernando
Published: (2025)

Block Lanczos algorithm for lattice QCD spectroscopy and matrix elements
by: Hackett, Daniel C., et al.
Published: (2024)

Long-Distance Nuclear Matrix Elements for Neutrinoless Double-Beta Decay from Lattice QCD
by: Davoudi, Zohreh, et al.
Published: (2024)

Variance reduction via deflation with local coherence
by: Gruber, Roman, et al.
Published: (2024)

Filtered Rayleigh-Ritz is all you need
by: Abbott, Ryan, et al.
Published: (2025)

Three-body study of the $T_{cc}(3875)^+$ from lattice QCD
by: Alharazin, Herzallah, et al.
Published: (2026)

Discretisation effects of gradient flows in QCD-like theories on the lattice
by: Butti, Pietro, et al.
Published: (2026)

Centre vortices in thermal lattice QCD with dynamical fermions
by: Mickley, Jackson, et al.
Published: (2025)

Investigating the role of tetraquark operators in lattice QCD studies of the $a_0(980)$ and $κ$ resonances
by: Hanlon, Andrew D., et al.
Published: (2026)

Lattice field theory for superconducting circuits
by: Lin, Joshua, et al.
Published: (2025)

The asymptotic approach to the continuum of lattice QCD spectral observables
by: Husung, Nikolai, et al.
Published: (2021)

An extraction of the Collins-Soper kernel from a joint analysis of experimental and lattice data
by: Avkhadiev, Artur, et al.
Published: (2025)

$I=2$ $ππ$ $s$-wave scattering length from lattice QCD
by: Fu, Ziwen, et al.
Published: (2024)

Thermal lattice QCD results from the FASTSUM collaboration
by: Allton, Chris, et al.
Published: (2024)

Preliminary study of the $H$ dibaryon in $N_{\rm f}=2+1$ lattice QCD
by: Raposo, André Baião, et al.
Published: (2026)

Real-time Dynamics of the Schwinger Model as an Open Quantum System with Neural Density Operators
by: Lin, Joshua, et al.
Published: (2024)