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相关论文: Dimensional Reduction for Directed Branched Polyme…

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Dimension reduction lies at the heart of many statistical methods. In regression, dimension reduction has been linked to the notion of sufficiency whereby the relation of the response to a set of predictors is explained by a lower…

统计方法学 · 统计学 2020-06-02 Hyung Park , Eva Petkova , Thaddeus Tarpey , R. Todd Ogden

We consider two dimensional dispersions of droplets of isotropic phase in a liquid with an XY-like order parameter, tilt, nematic, and hexatic symmetries being included. Strong anchoring boundary conditions are assumed. Textures for a…

软凝聚态物质 · 物理学 2008-07-06 K. S. Korolev , David R. Nelson

We dimensionally reduce the ABJM model, obtaining a two-dimensional theory that can be thought of as a 'master action'. This encodes information about both T- and S-duality, i.e. describes fundamental (F1) and D-strings (D1) in 9 and 10…

高能物理 - 理论 · 物理学 2011-07-18 Horatiu Nastase , Constantinos Papageorgakis

We introduce the notion of directed diagrammatic reducibility which is a relative version of diagrammatic reducibility. Directed diagrammatic reducibility has strong group theoretic and topological consequences. A multi-relator version of…

几何拓扑 · 数学 2021-01-19 Jens Harlander , Stephan Rosebrock

We present an exact dimensional reduction for high-dimensional dynamical systems composed of $N$ identical dynamical units governed by quasi-linear ordinary differential equations (ODEs) of order $M$. In these systems, each unit follows a…

适应与自组织系统 · 物理学 2026-05-15 Felix Augustsson , Erik Andreas Martens , Rok Cestnik

We analyze, via Imry-Ma scaling arguments, the strong disorder phases that exist in low dimensions at all temperatures for directed polymers and interfaces in random media. For the uncorrelated Gaussian disorder, we obtain that the optimal…

无序系统与神经网络 · 物理学 2009-11-10 Cecile Monthus , Thomas Garel

We present a continuum formulation of a (d+1)-dimensional directed line interacting with sparse potentials (i.e. d-dimensional potentials defined only at discrete longitudinal locations.) An iterative solution for the partition function is…

凝聚态物理 · 物理学 2009-10-28 T. J. Newman , A. J. McKane

In this article we study from a non-perturbative point of view the entanglement of two directed polymers subjected to repulsive interactions given by a Dirac $\delta-$function potential. An exact formula of the so-called second moment of…

软凝聚态物质 · 物理学 2009-11-10 Franco Ferrari , Vakhtang G. Rostiashvili , Thomas A. Vilgis

The effects of two types of randomness on the behaviour of directed polymers are discussed in this chapter. The first part deals with the effect of randomness in medium so that a directed polymer feels a random external potential. The…

统计力学 · 物理学 2007-05-23 Somendra M. Bhattacharjee

Using dimensional reduction we construct an effective 3D theory of the Minimal Supersymmetric Standard Model at finite temperature. The final effective theory is obtained after three successive stages of integration out of massive…

高能物理 - 唯象学 · 物理学 2011-05-05 Marta Losada

This paper introduces a new notion of dimensionality of probabilistic models from an information-theoretic view point. We call it the "descriptive dimension"(Ddim). We show that Ddim coincides with the number of independent parameters for…

机器学习 · 计算机科学 2019-10-28 Kenji Yamanishi

Recent developments in higher order calculations within the framework of Dimensional Reduction, the preferred regularization scheme for supersymmetric theories, are reported on. Special emphasis is put on the treatment of evanescent…

高能物理 - 唯象学 · 物理学 2007-06-21 Robert Harlander , Philipp Kant , Luminita Mihaila , Matthias Steinhauser

Here we construct a map from the algebra of fields in two-dimensional noncommutative of U(1) Yang-Mills fields interacting with Kaluza-Klein scalars to a D-dimensional one, as a solution in the two-dimensional model. This proves the…

高能物理 - 理论 · 物理学 2009-10-31 Corneliu Sochichiu

We find that 2-dimensional (2-D) critical branched polymers with no impurities conclusively belong to the same universality class as 2-D random percolation clusters, although pure critical 3-D branched polymers do not belong to the 3-D…

统计力学 · 物理学 2007-05-23 H. H. Aragao-Rego , J. E. de Freitas , Liacir S. Lucena , G. M. Viswanathan

We give a dimensionality reduction procedure to approximate the sum of distances of a given set of $n$ points in $R^d$ to any "shape" that lies in a $k$-dimensional subspace. Here, by "shape" we mean any set of points in $R^d$. Our…

数据结构与算法 · 计算机科学 2021-06-25 Zhili Feng , Praneeth Kacham , David P. Woodruff

The scaling behavior of the excited energy levels of the directed polymer in random media is analyzed numerically. We find that the spatial correlations of polymer energies scale as $\sim k^{-\delta}$ for small enough wavenumbers $k$ with a…

软凝聚态物质 · 物理学 2023-10-24 Enrique Rodriguez , Juan M. Lopez

We study a (1+1)-dimensional directed polymer in a random environment on the integer lattice with log-gamma distributed weights. Among directed polymers, this model is special in the same way as the last-passage percolation model with…

概率论 · 数学 2015-08-28 Timo Seppäläinen

The most general form of a marginal extended perturbation in a two-dimensional system is deduced from scaling considerations. It includes as particular cases extended perturbations decaying either from a surface, a line or a point for which…

高能物理 - 理论 · 物理学 2009-10-22 L. Turban , B. Berche

We investigate the connection between a formal property of the critical behavior of several systems in the presence of quenched disorder, known as "dimensional reduction", and the presence in the same systems at zero temperature of…

无序系统与神经网络 · 物理学 2015-06-11 Gilles Tarjus , Maxime Baczyk , Matthieu Tissier

For a directed polymer model in random environment, a characterization of the weak disorder phase in terms of the moment of the renormalized partition function has been proved in [S. Junk: Communications in Mathematical Physics 389,…

概率论 · 数学 2023-03-06 Ryoki Fukushima , Stefan Junk