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相关论文: A basis of the gradient flow exact renormalization…

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We establish that Polchinski's equation for exact renormalization group flow is equivalent to the optimal transport gradient flow of a field-theoretic relative entropy. This provides a compelling information-theoretic formulation of the…

高能物理 - 理论 · 物理学 2023-07-19 Jordan Cotler , Semon Rezchikov

We present a second-order strictly length-preserving and unconditionally energy-stable rotational discrete gradient (Rdg) scheme for the numerical approximation of the Oseen-Frank gradient flows with anisotropic elastic energy functional.…

数值分析 · 数学 2023-08-25 Jie Xu , Xiaotian Yang , Zhiguo Yang

A manifestly gauge invariant exact renormalization group for pure SU(N) Yang-Mills theory is proposed, allowing gauge invariant calculations, without any gauge fixing or ghosts. The necessary gauge invariant regularisation which implements…

高能物理 - 理论 · 物理学 2007-05-23 Stefano Arnone , Antonio Gatti , Tim R. Morris

We present a nonperturbative renormalization group solution of the Gell-Mann--Levy $\sigma$-model which was originally proposed as a phenomenological description of the dynamics of nucleons and mesons. In our version of the model the…

高能物理 - 唯象学 · 物理学 2011-07-19 A. S. Johnson , J. A. McNeil , J. R. Shepard

The real-space renormalization group (RG) treatment of random transverse-field Ising spin chains by Fisher ({\it Phys. Rev. B{\bf 51}, 6411 (1995)}) has been extended into the strongly ordered and strongly disordered Griffiths phases and…

无序系统与神经网络 · 物理学 2009-11-07 Ferenc Iglói

A recently proposed renormalization group technique, based on the hierarchical structures present in theories with fluctuating geometry, is implemented in the model of branched polymers. The renormalization group equations can be solved…

高能物理 - 格点 · 物理学 2009-10-28 Jan Ambjorn , Piotr Bialas , Jerzy Jurkiewicz

We present a functional renormalization group (fRG) formalism for interacting fermions on lattices that captures the flow into states with commensurate spin-density wave order. During the flow, the growth of the order parameter is fed back…

强关联电子 · 物理学 2014-07-31 Stefan A. Maier , Andreas Eberlein , Carsten Honerkamp

Renormalization group methods are well-established tools for the (numerical) investigation of the low-energy properties of correlated quantum many-body systems, allowing to capture their scale-dependent nature. The functional…

强关联电子 · 物理学 2022-06-09 Dominik Kiese , Tobias Mueller , Yasir Iqbal , Ronny Thomale , Simon Trebst

We explore the properties of a recently proposed background independent exact renormalization group approach to gauge theories and gravity. In the process we also develop the machinery needed to study it rigorously. The proposal comes with…

高能物理 - 理论 · 物理学 2023-03-23 Vlad-Mihai Mandric , Tim R. Morris

We focus on two real-space renormalization-group (RG) methods recently proposed for a hierarchical model of a spin glass: A sample-by-sample method, in which the RG transformation is performed separately on each disorder sample, and an…

无序系统与神经网络 · 物理学 2019-10-11 Michele Castellana

We propose a gauge invariant formulation of the exact renormalization group equation for nonsupersymmetric pure U(N) Yang-Mills theory, based on the construction by Tim Morris. In fact we show that our renormalization group equation amounts…

高能物理 - 理论 · 物理学 2009-10-31 Shinji Hirano

We perform the step-scaling investigation of the running coupling constant, using the gradient-flow scheme, in SU(3) gauge theory with twelve massless fermions in the fundamental representation. The Wilson plaquette gauge action and…

高能物理 - 格点 · 物理学 2015-12-18 C. -J. David Lin , Kenji Ogawa , Alberto Ramos

Particle-based variational inference methods (ParVIs) such as Stein variational gradient descent (SVGD) update the particles based on the kernelized Wasserstein gradient flow for the Kullback-Leibler (KL) divergence. However, the design of…

机器学习 · 统计学 2023-10-26 Ziheng Cheng , Shiyue Zhang , Longlin Yu , Cheng Zhang

We investigate the Exact Renormalization Group (ERG) description of ($Z_2$ invariant) one-component scalar field theory, in the approximation in which all momentum dependence is discarded in the effective vertices. In this context we show…

高能物理 - 理论 · 物理学 2009-10-28 Tim R. Morris

In this work we use generalized deformed gauge groups for investigation of symmetry of general relativity (GR). GR is formulated in generalized reference frames, which are represented by (anholonomic in general case) affine frame fields.…

广义相对论与量子宇宙学 · 物理学 2020-06-09 S. E. Samokhvalov

We clarify the notion of Wilsonian renormalization group (RG) invariance in supersymmetric gauge theories, which states that the low-energy physics can be kept fixed when one changes the ultraviolet cutoff, provided appropriate changes are…

高能物理 - 理论 · 物理学 2016-09-06 Nima Arkani-Hamed , Hitoshi Murayama

We present an extension of the functional renormalization group (FRG) framework developed to compute critical probability distributions of the order parameter to momentum-dependent observables. Focusing on the constraint effective action at…

统计力学 · 物理学 2026-05-08 Félix Rose , Adam Rançon , Ivan Balog

The purpose of the present thesis is the implementation of symmetries in the Wilsonian Exact Renormalization Group (ERG) approach. After recalling how the ERG can be introduced in a general theory (i.e. containing both bosons and fermions,…

高能物理 - 理论 · 物理学 2007-05-23 F. Vian

We use the Wetterich-equation to study the renormalization group flow of $f(R)$-gravity in a three-dimensional, conformally reduced setting. Building on the exact heat kernel for maximally symmetric spaces, we obtain a partial differential…

高能物理 - 理论 · 物理学 2015-06-18 Maximilian Demmel , Frank Saueressig , Omar Zanusso

The exact renormalization group (ERG) for $O(N)$ vector models (at large $N$) on flat Euclidean space can be interpreted as the bulk dynamics corresponding to a holographically dual higher spin gauge theory on $AdS_{d+1}$. This was…

高能物理 - 理论 · 物理学 2017-06-14 Jackson R. Fliss , Robert G. Leigh , Onkar Parrikar