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Experimental life sciences like biology or chemistry have seen in the recent decades an explosion of the data available from experiments. Laboratory instruments become more and more complex and report hundreds or thousands measurements for…

机器学习 · 统计学 2014-03-13 C. O. S. Sorzano , J. Vargas , A. Pascual Montano

The bulk macroscopic response of a system of particles or inclusions with field-induced forces is studied. The susceptibilities and transport coefficients in such a system are expressed as averages of a multiple scattering expansion. A…

统计力学 · 物理学 2009-11-13 P. Szymczak , B. Cichocki

Recent developments in the physics of ultracold gases provide wide possibilities for reducing the dimensionality of space for magnetically or optically trapped atoms. The goal of these lectures is to show that regimes of quantum degeneracy…

统计力学 · 物理学 2007-05-23 D. S. Petrov D. M. Gangardt G. V. Shlyapnikov

The influence of long-range interactions decaying in d dimensions as 1/R^{d+\sigma} on the critical behavior of systems with Fisher's correlation-function exponent for short-range interactions \eta_{SR}<0, is re-examined. Such systems,…

统计力学 · 物理学 2011-08-17 H. K. Janssen

Partial summations of perturbation expansions of the directed polymer in disordered media (DPRM) enables one to represent the latter as skeleton expansions in powers of the effective coupling constant $\Delta (t)$, which corresponds to the…

统计力学 · 物理学 2007-10-02 Semjon Stepanow

Some recent work pointed out the usefulness of taking a large-deviation perspective when trying to extract anything resembling a macroscopic order parameter from a computer simulation. In this paper we note that the end-to-end distance of…

软凝聚态物质 · 物理学 2026-03-20 Eleftherios Mainas , Jan Tobochnik , Richard Stratt

We consider the dynamics of diffusing particles in one space dimension with annihilation on collision and nucleation (creation of particles) with constant probability per unit time and length. The cases of nucleation of single particles and…

统计力学 · 物理学 2009-11-07 S. Habib , K. Lindenberg , G. Lythe , C. Molina-Paris

Parametric dimensionality reduction methods have gained prominence for their ability to generalize to unseen datasets, an advantage that traditional approaches typically lack. Despite their growing popularity, there remains a prevalent…

机器学习 · 计算机科学 2024-11-26 Haiyang Huang , Yingfan Wang , Cynthia Rudin

We consider models of directed random polymers interacting with a defect line, which are known to undergo a pinning/depinning (or localization/delocalization) phase transition. We are interested in critical properties and we prove, in…

无序系统与神经网络 · 物理学 2009-11-11 F. L. Toninelli

Dimensional regularization is used to derive the equations of motion of two point masses in harmonic coordinates. At the third post-Newtonian (3PN) approximation, it is found that the dimensionally regularized equations of motion contain a…

广义相对论与量子宇宙学 · 物理学 2011-07-19 Luc Blanchet , Thibault Damour , Gilles Esposito-Farese

We introduce a simplified technique for incorporating diffusive phenomena into lattice-gas molecular dynamics models. In this method, spatial interactions take place one dimension at a time, with a separate fractional timestep devoted to…

元胞自动机与格子气 · 物理学 2007-05-23 Raissa M. D'Souza , Norman H. Margolus , Mark A. Smith

We explore the critical behaviour of two and three dimensional lattice models of polymers in dilute solution where the monomers carry a magnetic moment which interacts ferromagnetically with near-neighbour monomers. Specifically, the model…

统计力学 · 物理学 2021-08-25 Damien Paul Foster , Debjyoti Majumdar

Reduction from a higher-dimensional to a lower-dimensional field theory can display special features when the zero-level ground state has nontrivial dependence on the reduction coordinates. In particular, a delayed `covert' form of…

高能物理 - 理论 · 物理学 2020-12-02 C. W. Erickson , A. D. Harrold , Rahim Leung , K. S. Stelle

The one dimensional direct polymer in random media model is investigated using a variational approach in the replica space. We demonstrate numerically that the stable point is a maximum and the corresponding statistical properties for the…

无序系统与神经网络 · 物理学 2007-05-23 Andrea Pagnani

We study hard dimers on dynamical lattices in arbitrary dimensions using a random tensor model. The set of lattices corresponds to triangulations of the d-sphere and is selected by the large N limit. For small enough dimer activities, the…

统计力学 · 物理学 2015-06-04 Valentin Bonzom , Harold Erbin

Dimensional correspondences have a long history in critical phenomena. Here, we review the effective dimension approach, which relates the scaling exponents of a critical system in $d$ spatial dimensions with power-law decaying interactions…

统计力学 · 物理学 2024-12-17 Andrea Solfanelli , Nicolò Defenu

We show random polymer is diffusive in dimensions 1 and 2 in probability in an intermediate scaling regime. The scale is $\beta= o(N^{-1/4})$ in d=1 and $\beta=o((\log N)^{-1/2})$ in $d=2$ as $N\rightarrow \infty$.

概率论 · 数学 2012-01-31 Zi Sheng Feng

We consider a single species reaction diffusion system on a two dimensional lattice where the particles $A$ are biased to move towards their nearest neighbours and annihilate as they meet; $A + A \to \emptyset$. Allowing the bias to take…

统计力学 · 物理学 2019-05-22 Pratik Mullick , Parongama Sen

Movement primitives are an important policy class for real-world robotics. However, the high dimensionality of their parametrization makes the policy optimization expensive both in terms of samples and computation. Enabling an efficient…

机器人学 · 计算机科学 2020-03-06 Samuele Tosatto , Jonas Stadtmueller , Jan Peters

The Coulomb drag is a many-body effect observed in proximized low-dimensional systems. It appears as emergence of voltage in one of them upon passage of bias current in another. The magnitude of drag voltage can be strongly affected by…

介观与纳米尺度物理 · 物理学 2024-11-22 Ilya Safonov , Aleksandr S. Petrov , Dmitry Svintsov
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