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Some recent results showed that renormalization group can be considered as a promising framework to address open issues in data analysis. In this work, we focus on one of these aspects, closely related to principal component analysis for…

高能物理 - 理论 · 物理学 2022-03-04 Vincent Lahoche , Dine Ousmane Samary , Mohamed Tamaazousti

A replica-symmetry-breaking phase transition is predicted in a host of disordered media. The criticality of the transition has, however, long been questioned below its upper critical dimension, six, due to the absence of a critical fixed…

统计力学 · 物理学 2019-02-27 Patrick Charbonneau , Yi Hu , Archishman Raju , James P. Sethna , Sho Yaida

We study renormalization group multicritical fixed points in the $\epsilon$-expansion of scalar field theories characterized by the symmetry of the (hyper)cubic point group $H_N$. After reviewing the algebra of $H_N$-invariant polynomials…

高能物理 - 理论 · 物理学 2021-04-08 Riccardo Ben Alì Zinati , Alessandro Codello , Omar Zanusso

We study the critical behavior of the $O(n)$ model under steady shear flow using a dynamical renormalization group (RG) method. Incorporating the strong anisotropy in scaling ansatz, which has been neglected in earlier RG analyses, we…

统计力学 · 物理学 2026-05-20 Harukuni Ikeda , Hiroyoshi Nakano

The Wilsonian renormalization group approach to matrix models is outlined and applied to multitrace matrix models with emphasis on the computation of the fixed points which could describe the phase structure of noncommutative scalar…

高能物理 - 理论 · 物理学 2022-09-05 Badis Ydri , Rachid Ahmim

The detailed analysis of the global structure of the renormalization-group (RG) flow diagram for a model with isotropic and cubic interactions is carried out in the framework of the massive field theory directly in three dimensions (3D)…

统计力学 · 物理学 2008-12-18 Konstantin Varnashev

We have developed a very efficient numerical algorithm of the strong disorder renormalization group method to study the critical behaviour of the random transverse-field Ising model, which is a prototype of random quantum magnets. With this…

无序系统与神经网络 · 物理学 2011-09-21 István A. Kovács , Ferenc Iglói

We apply a real-space block renormalization group approach to study the critical properties of the random transverse-field Ising spin chain with multispin interactions. First we recover the known properties of the traditional model with…

无序系统与神经网络 · 物理学 2025-03-25 Ferenc Iglói , Yu-Cheng Lin

We present a general framework for understanding and analyzing critical behaviour in gravitational collapse. We adopt the method of renormalization group, which has the following advantages. (1) It provides a natural explanation for various…

广义相对论与量子宇宙学 · 物理学 2016-08-31 Takashi Hara , Tatsuhiko Koike , Satoshi Adachi

The critical behavior of three-state statistical models invariant under the full symmetry group $S_3$ and its dependence on space dimension have been a matter of interest and debate. In particular, the phase transition of the 3-state Potts…

统计力学 · 物理学 2025-01-22 Jose Gaite

We derive an exact renormalization group recursion relation for the Loschmidt amplitude of the quantum $Q$-state clock model and the quantum $Q$-state Potts model in one dimension. The renormalization group flow is discussed in detail. The…

统计力学 · 物理学 2020-10-08 Yantao Wu

The complete analysis of a model with three quartic coupling constants associated with an O(2N)--symmetric, a cubic, and a tetragonal interactions is carried out within the three-loop approximation of the renormalization-group (RG) approach…

凝聚态物理 · 物理学 2009-10-30 Andrei Mudrov , Konstantin Varnashev

In this paper, we study three dimensional NL$\sigma$Ms within two kind of nonperturbative methods; WRG and large-N expansion. First, we investigate the renormalizability of some NL$\sigma$Ms using WRG equation. We find that some models have…

高能物理 - 理论 · 物理学 2007-05-23 Kiyoshi Higashijima , Etsuko Itou

We analyse the critical behavior of two-dimensional N-vector spin systems with noncollinear order within the five-loop renormalization-group approximation. The structure of the RG flow is studied for different N leading to the conclusion…

统计力学 · 物理学 2009-11-07 P. Calabrese , E. V. Orlov , P. Parruccini , A. I. Sokolov

We study the critical behaviour of a model with non-dissipative couplings aimed at describing the collective behaviour of natural swarms, using the dynamical renormalization group. At one loop, we find a crossover between a conservative yet…

The renormalisation group running of fermion mixing matrices in the Standard model and beyond is studied. For the massless 1-loop running with three generations six fixed points are found. Their associated anomalous dimension matrices are…

高能物理 - 唯象学 · 物理学 2026-05-06 Brian P. Dolan

We employ the Arnowitt-Deser-Misner formalism to study the renormalization group flow of gravity minimally coupled to an arbitrary number of scalar, vector, and Dirac fields. The decomposition of the gravitational degrees of freedom into a…

高能物理 - 理论 · 物理学 2017-08-23 Jorn Biemans , Alessia Platania , Frank Saueressig

We summarize our renormalization group approach for the vector model as well as the matrix model which are the discretized quantum gravity in one- and two-dimensional spacetime. A difference equation is obtained which relates free energies…

高能物理 - 理论 · 物理学 2007-05-23 S. Higuchi , C. Itoi , S. Nishigaki , N. Sakai

Renormalization group theory is a powerful and intriguing technique with a wide range of applications. One of the main successes of renormalization group theory is the description of continuous phase transitions and the development of…

统计力学 · 物理学 2025-02-04 Luca Di Carlo

We show that the synchronization transition of a large number of noisy coupled oscillators is an example for a dynamic critical point far from thermodynamic equilibrium. The universal behaviors of such critical oscillators, arranged on a…

统计力学 · 物理学 2011-09-22 Thomas Risler , Jacques Prost , Frank Julicher