Machine-learned RG-improved gauge actions and classically perfect gradient flows
Fuente:
arXiv
Saved in:
| Main Authors: | Holland, Kieran, Ipp, Andreas, Müller, David I., Wenger, Urs |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HMC and gradient flow with machine-learned classically perfect fixed-point actions
by: Holland, Kieran, et al.
Published: (2025)
by: Holland, Kieran, et al.
Published: (2025)
Machine learning a fixed point action for SU(3) gauge theory with a gauge equivariant convolutional neural network
by: Holland, Kieran, et al.
Published: (2024)
by: Holland, Kieran, et al.
Published: (2024)
Fixed point actions from convolutional neural networks
by: Holland, Kieran, et al.
Published: (2023)
by: Holland, Kieran, et al.
Published: (2023)
Machine learning for four-dimensional SU(3) lattice gauge theories
by: Wenger, Urs
Published: (2026)
by: Wenger, Urs
Published: (2026)
Lattice study of RG fixed point based on gradient flow in $3$D $O(N)$ sigma model
by: Morikawa, Okuto, et al.
Published: (2024)
by: Morikawa, Okuto, et al.
Published: (2024)
Update on the gradient flow scale on the 2+1+1 HISQ ensembles
by: Bazavov, Alexei, et al.
Published: (2024)
by: Bazavov, Alexei, 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)
by: Kalntis, Nikolaos, et al.
Published: (2024)
A basis of the gradient flow exact renormalization group for gauge theory
by: Sonoda, Hidenori, et al.
Published: (2025)
by: Sonoda, Hidenori, et al.
Published: (2025)
Generalizable Equivariant Diffusion Models for Non-Abelian Lattice Gauge Theory
by: Aarts, Gert, et al.
Published: (2026)
by: Aarts, Gert, et al.
Published: (2026)
$η$, $η^\prime$ mesons from lattice QCD in fully physical conditions
by: Ottnad, Konstantin, et al.
Published: (2025)
by: Ottnad, Konstantin, et al.
Published: (2025)
Adjoint chromoelectric and -magnetic correlators with gradient flow
by: Leino, Viljami
Published: (2024)
by: Leino, Viljami
Published: (2024)
The gradient flow at higher orders in perturbation theory
by: Harlander, Robert
Published: (2021)
by: Harlander, Robert
Published: (2021)
Discretisation effects of gradient flows in QCD-like theories on the lattice
by: Butti, Pietro, et al.
Published: (2026)
by: Butti, Pietro, et al.
Published: (2026)
Two-loop gradient-flow renormalization of scalar QCD
by: Borgulat, J., et al.
Published: (2025)
by: Borgulat, J., et al.
Published: (2025)
The gradient-flow coupling of three-and four-dimensional QED
by: Georg, Lars, et al.
Published: (2026)
by: Georg, Lars, et al.
Published: (2026)
QCD field-strength correlators on a Polyakov loop with gradient flow at next-to-leading order
by: de la Cruz, David, et al.
Published: (2024)
by: de la Cruz, David, et al.
Published: (2024)
ftint: Calculating gradient-flow integrals with pySecDec
by: Harlander, Robert V., et al.
Published: (2024)
by: Harlander, Robert V., et al.
Published: (2024)
Topology of the O(3) non-linear sigma model under the gradient flow
by: Yi-Thomas, Stuart, et al.
Published: (2021)
by: Yi-Thomas, Stuart, et al.
Published: (2021)
Stout-smearing, gradient flow and $c_{\text{SW}}$ at one loop order
by: Ammer, Maximilian, et al.
Published: (2021)
by: Ammer, Maximilian, et al.
Published: (2021)
Taste breaking in the minimally doubled Karsten-Wilczek action and its tree-level improvement
by: Borsányi, S., et al.
Published: (2025)
by: Borsányi, S., et al.
Published: (2025)
A new approach to quark mass determination using the gradient flow
by: Takaura, Hiromasa, et al.
Published: (2025)
by: Takaura, Hiromasa, et al.
Published: (2025)
Yang--Mills $β$ function in the gradient flow exact renormalization group
by: Nagao, Sorato, et al.
Published: (2025)
by: Nagao, Sorato, et al.
Published: (2025)
The two-loop energy-momentum tensor within the gradient-flow formalism
by: Harlander, Robert V., et al.
Published: (2018)
by: Harlander, Robert V., et al.
Published: (2018)
Computing $1/m_Q$ and $1/m_Q^2$ corrections to the static potential with lattice gauge theory using gradient flow
by: Eichberg, Michael, et al.
Published: (2024)
by: Eichberg, Michael, et al.
Published: (2024)
Renormalized quark masses using gradient flow
by: Black, Matthew, et al.
Published: (2025)
by: Black, Matthew, et al.
Published: (2025)
HLbL contribution to the muon g-2 using twisted-mass fermions at the physical point
by: Kalntis, N., et al.
Published: (2025)
by: Kalntis, N., et al.
Published: (2025)
Perturbative gradient flow coupling of the twisted Eguchi-Kawai model with the numerical stochastic perturbation theory
by: Ishikawa, Ken-Ichi, et al.
Published: (2024)
by: Ishikawa, Ken-Ichi, et al.
Published: (2024)
Testing the RG-flow $M(3,10)+ϕ_{1,7}\to M(3,8)$ with Hamiltonian Truncation
by: Delouche, Olivier, et al.
Published: (2024)
by: Delouche, Olivier, et al.
Published: (2024)
$ϕ^4$ lattice model with cubic symmetry in three dimensions: RG-flow and first order phase transitions
by: Hasenbusch, Martin
Published: (2023)
by: Hasenbusch, Martin
Published: (2023)
Comparison of the mixed-fermion-action Effects using different fermion and gauge actions with 2+1 and 2+1+1 flavors
by: Zhang, Zun-Xian, et al.
Published: (2025)
by: Zhang, Zun-Xian, et al.
Published: (2025)
One-loop matching of the LEFT to the QCD gradient flow
by: Crosas, Òscar L., et al.
Published: (2026)
by: Crosas, Òscar L., et al.
Published: (2026)
Chiral anomaly as a composite operator in the gradient flow exact renormalization group formalism
by: Miyakawa, Yuki, et al.
Published: (2023)
by: Miyakawa, Yuki, et al.
Published: (2023)
The perturbative computation of the gradient flow coupling for the twisted Eguchi-Kawai model with the numerical stochastic perturbation theory
by: Takei, Hironori, et al.
Published: (2025)
by: Takei, Hironori, et al.
Published: (2025)
Taste-splittings of staggered, Karsten-Wilczek and Borici-Creutz fermions under gradient flow in 2D
by: Capitani, Stefano, et al.
Published: (2024)
by: Capitani, Stefano, et al.
Published: (2024)
Quark and gluon momentum fractions in the pion and in the kaon
by: Alexandrou, Constantia, et al.
Published: (2025)
by: Alexandrou, Constantia, et al.
Published: (2025)
Quark-mass effects in gradient-flow observables through next-to-next-to-leading order in QCD
by: Harlander, Robert V., et al.
Published: (2025)
by: Harlander, Robert V., et al.
Published: (2025)
Machine-learning approaches to accelerating lattice simulations
by: Lawrence, Scott
Published: (2025)
by: Lawrence, Scott
Published: (2025)
Machine learning mapping of lattice correlated data
by: Kim, Jangho, et al.
Published: (2024)
by: Kim, Jangho, et al.
Published: (2024)
RG-Invariant Symmetry Ratio for QCD: A Study of $U(1)_A$ and Chiral Symmetry Restoration
by: Chiu, Ting-Wai, et al.
Published: (2026)
by: Chiu, Ting-Wai, et al.
Published: (2026)
Lattice gradient flows (de-)stabilizing topological sectors
by: Tanizaki, Yuya, et al.
Published: (2024)
by: Tanizaki, Yuya, et al.
Published: (2024)
Similar Items
-
HMC and gradient flow with machine-learned classically perfect fixed-point actions
by: Holland, Kieran, et al.
Published: (2025) -
Machine learning a fixed point action for SU(3) gauge theory with a gauge equivariant convolutional neural network
by: Holland, Kieran, et al.
Published: (2024) -
Fixed point actions from convolutional neural networks
by: Holland, Kieran, et al.
Published: (2023) -
Machine learning for four-dimensional SU(3) lattice gauge theories
by: Wenger, Urs
Published: (2026) -
Lattice study of RG fixed point based on gradient flow in $3$D $O(N)$ sigma model
by: Morikawa, Okuto, et al.
Published: (2024)