Cover Image

Flow-based sampling for multimodal and extended-mode distributions in lattice field theory

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hackett, Daniel C., Hsieh, Chung-Chun, Pontula, Sahil, Albergo, Michael S., Boyda, Denis, Chen, Jiunn-Wei, Chen, Kai-Feng, Cranmer, Kyle, Kanwar, Gurtej, Shanahan, Phiala E.
Format:	Preprint
Published:	2021
Subjects:	High Energy Physics - Lattice Statistical Mechanics Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

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

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

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

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

Variance reduction in lattice QCD observables via normalizing flows
by: Abbott, Ryan, et al.
Published: (2026)

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

Applications of flow models to the generation of correlated lattice QCD ensembles
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)

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

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

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

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

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

Gravitational form factors of glueballs in Yang-Mills theory
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)

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

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)

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

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

Quantum computation of hadron scattering in a lattice gauge theory
by: Davoudi, Zohreh, et al.
Published: (2025)

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

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

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

Matrix-free Neural Preconditioner for the Dirac Operator in Lattice Gauge Theory
by: Sun, Yixuan, et al.
Published: (2025)

A variational study of two-nucleon systems with lattice QCD
by: Amarasinghe, Saman, 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)

One-loop Matching Factors for Singlet Quasi-Parton Distribution Functions in the Hybrid-Ratio Scheme
by: Chen, Yi-Xian, et al.
Published: (2024)

Scattering wave packets of hadrons in gauge theories: Preparation on a quantum computer
by: Davoudi, Zohreh, et al.
Published: (2024)

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

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

Duality and entanglement in lattice gauge theories
by: Bulgarelli, Andrea, et al.
Published: (2024)

NETS: A Non-Equilibrium Transport Sampler
by: Albergo, Michael S., et al.
Published: (2024)

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

The standard model in Wilson lattice gauge theory
by: Creutz, Michael
Published: (2025)

HLbL contribution to the muon g-2 using twisted-mass fermions at the physical point
by: Kalntis, N., et al.
Published: (2025)

Bounding statistical errors in lattice field theory simulations
by: Bruno, Mattia, et al.
Published: (2025)

Stout smearing and Wilson flow in lattice perturbation theory
by: Ammer, Maximilian, et al.
Published: (2024)

Constraints on the finite volume two-nucleon spectrum at $m_π\approx 806$ MeV
by: Detmold, William, et al.
Published: (2024)

Improved Dirichlet boundary conditions for lattice gauge-fermion theories
by: Rindlisbacher, Tobias, et al.
Published: (2024)