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We have evaluated perturbation coefficients of Wilson loops up to $O(g^8)$ for the four-dimensional twisted Eguchi-Kawai model using the numerical stochastic perturbation theory (NSPT) in arXiv:1902.09847. In this talk we present a progress…

High Energy Physics - Lattice · Physics 2020-01-10 Antonio González-Arroyo , Issaku Kanamori , Ken-Ichi Ishikawa , Kanata Miyahana , Masanori Okawa , Ryoichiro Ueno

Numerical Stochastic Perturbation Theory (NSPT) has over the years proved to be a valuable tool, in particular being able to reach unprecedented orders for Lattice Gauge Theories, whose perturbative expansions are notoriously cumbersome.…

High Energy Physics - Lattice · Physics 2022-12-22 Paolo Baglioni , Francesco Di Renzo

Numerical Stochastic Perturbation Theory (NSPT) allows for perturbative computations in quantum field theory. We present an implementation of NSPT that yields results for high orders in the perturbative expansion of lattice gauge theories…

High Energy Physics - Lattice · Physics 2018-11-27 Luigi Del Debbio , Francesco Di Renzo , Gianluca Filaci

We compute the first four perturbative coefficients of the internal energy for the twisted reduced principal chiral model (TRPCM) using numerical stochastic perturbation theory (NSPT). This matrix model has the same large $N$ limit as the…

High Energy Physics - Lattice · Physics 2023-03-22 Antonio González-Arroyo , Ken-Ichi Ishikawa , Yingbo Ji , Masanori Okawa

First attempts in the application of Numerical Stochastic Perturbation Theory (NSPT) to the problem of pushing one loop further the computation of SU(3) (SU(2)) pertubative beta function (in different schemes) are reviewed and the relevance…

High Energy Physics - Lattice · Physics 2009-10-31 G. Burgio , F. Di Renzo , G. Marchesini , E. Onofri , M. Pepe , L. Scorzato

By making use of Numerical Stochastic Perturbation Theory (NSPT) we can compute renormalization constants for Lattice QCD to high orders, e.g. three or four loops for quark bilinears. We report on the status of our computations, which…

High Energy Physics - Lattice · Physics 2008-11-26 Francesco Di Renzo , Vincenzo Miccio , Luigi Scorzato , Christian Torrero

Numerical stochastic perturbation theory is a powerful tool for estimating high-order perturbative expansions in lattice field theory. The standard algorithms based on the Langevin equation, however, suffer from several limitations which in…

High Energy Physics - Lattice · Physics 2017-09-11 Mattia Dalla Brida , Marco Garofalo , A. D. Kennedy

We outline a strategy to compute the second-loop contribution to the Csw coefficient of the Sheikoleslami-Wohlert-Wilson fermion action by means of NSPT. We also present preliminary results for higher-order integrators for the Langevin…

High Energy Physics - Lattice · Physics 2010-01-21 C. Torrero , G. S. Bali

We develop the Fourier-Laplace Inversion of the Perturbation Theory (FLIPT), a novel numerically exact "black box" method to compute perturbative expansions of the density matrix with rigorous convergence conditions. Specifically, the FLIPT…

Chemical Physics · Physics 2020-04-21 Cyrille Lavigne , Paul Brumer

The Schr\"odinger functional (SF) is a powerful and widely used tool for the treatment of a variety of problems in renormalization and related areas. Albeit offering many conceptual advantages, one major downside of the SF scheme is the…

High Energy Physics - Lattice · Physics 2013-11-06 Michele Brambilla , Mattia Dalla Brida , Francesco Di Renzo , Dirk Hesse , Stefan Sint

We investigate the stochastic modified equation which plays an important role in the stochastic backward error analysis for explaining the mathematical mechanism of a numerical method. The contribution of this paper is threefold. First, we…

Numerical Analysis · Mathematics 2019-07-08 Chuchu Chen , Jialin Hong , Chuying Huang

The numerical stochastic perturbation method based on Parisi-Wu quantisation is applied to a suite of simple models to test its validity at high orders. Large deviations from normal distribution for the basic estimators are systematically…

High Energy Physics - Lattice · Physics 2009-10-31 R. Alfieri , F. Di Renzo , E. Onofri , L. Scorzato

We study the phase structure of the four-dimensional twisted Eguchi-Kawai model using numerical simulations. This model is an effective tool for studying SU(N) gauge theory in the large-N limit and provides a nonperturbative formulation of…

High Energy Physics - Lattice · Physics 2008-11-26 Tomomi Ishikawa , Tatsuo Azeyanagi , Masanori Hanada , Tomoyoshi Hirata

The treatment of hypercubic lattice artifacts is essential for the calculation of non-perturbative renormalization constants of RI-MOM schemes. It has been shown that for the RI'-MOM scheme a large part of these artifacts can be calculated…

High Energy Physics - Lattice · Physics 2015-01-27 Jakob Simeth , Andre Sternbeck , Meinulf Gockeler , Holger Perlt , Arwed Schiller

Accurate prediction of molecular g-tensors for open-shell systems requires a balanced treatment of multireference electron correlation and relativistic spin-orbit coupling. Here, we develop and benchmark spin-orbit quasidegenerate…

Chemical Physics · Physics 2026-04-14 Nicholas Yiching Chiang , Rajat Majumder , Alexander Yu. Sokolov

Inspired by a possible relation between large $N$ gauge theory and string theory, we search for nontrivial fixed points in large $N$ gauge theory in more than four dimensions. We study large $N$ gauge theory through Monte Carlo simulation…

High Energy Physics - Lattice · Physics 2015-06-25 Jun Nishimura

Deriving effective Hamiltonian models plays an essential role in quantum theory, with particular emphasis in recent years on control and engineering problems. In this work, we present two symbolic methods for computing effective Hamiltonian…

Quantum Physics · Physics 2022-08-02 Boxi Li , Tommaso Calarco , Felix Motzoi

TEK reduction is a well-established technique that allows single-site simulations of Yang-Mills theory in the large-$N_c$ limit by exploiting volume reduction induced by twisted boundary conditions. We performed simulations for $SU(841)$…

High Energy Physics - Lattice · Physics 2023-12-01 Pietro Butti , Antonio Gonzalez-Arroyo

We establish a new perturbation theory for orthogonal polynomials using a Riemann--Hilbert approach and consider applications in numerical linear algebra and random matrix theory. This new approach shows that the orthogonal polynomials with…

Probability · Mathematics 2022-09-23 Xiucai Ding , Thomas Trogdon

These notes attempt a self-contained introduction into statistical field theory applied to neural networks of rate units and binary spins. The presentation consists of three parts: First, the introduction of fundamental notions of…

Disordered Systems and Neural Networks · Physics 2022-05-18 Moritz Helias , David Dahmen
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