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This paper introduces recurrent equilibrium networks (RENs), a new class of nonlinear dynamical models} for applications in machine learning, system identification and control. The new model class admits ``built in'' behavioural guarantees…

机器学习 · 计算机科学 2023-07-13 Max Revay , Ruigang Wang , Ian R. Manchester

We study an exact and extended solution of the fluid dynamical model of heavy ion reactions, and estimate the rate of slowing down of the rotation due to the longitudinal and transverse expansion of the system. The initial state parameters…

高能物理 - 唯象学 · 物理学 2015-06-19 L. P. Csernai , D. J. Wang , T. Csorgo

The Markov chain approximation of a one-dimensional symmetric diffusion is investigated in this paper. Given an irreducible reflecting diffusion on a closed interval with scale function $s$ and speed measure $m$, the approximating Markov…

概率论 · 数学 2020-04-16 Xiaodan Li , Jiangang Ying

We provide a framework to extend the relative entropy method to a class of diffusive relaxation systems with discrete velocities. The methodology is detailed in the toy case of the 1D Jin-Xin model under the diffusive scaling, and provides…

偏微分方程分析 · 数学 2020-01-22 Roberta Bianchini

We consider a one-dimensional hydrodynamic model featuring nonlocal attraction-repulsion interactions and singular velocity alignment. We introduce a two-velocity reformulation and the corresponding energy-type inequality, in the spirit of…

偏微分方程分析 · 数学 2024-02-13 Nilasis Chaudhuri , Young-Pil Choi , Oliver Tse , Ewelina Zatorska

A mathematical description of the refractoriness period in neuronal diffusion modeling is given and its moments are explicitly obtained in a form that is suitable for quantitative evaluations. Then, for the Wiener, Ornstein-Uhlenbeck and…

概率论 · 数学 2007-05-23 A. Buonocore , G. Esposito , V. Giorno , C. Valerio

We present new concentration of measure inequalities for Markov chains, generalising results for chains that are contracting in Wasserstein distance. These are particularly suited to establishing the cut-off phenomenon for suitable chains.…

概率论 · 数学 2022-05-24 Andrew Barbour , Graham Brightwell , Malwina Luczak

We extend to multi-dimensions the work of [1], where new fully explicit kinetic methods were built for the approximation of linear and non-linear convection-diffusion problems. The fundamental principles from the earlier work are retained:…

数值分析 · 数学 2023-12-29 Gauthier Wissocq , Rémi Abgrall

Rigidity Percolation is a crucial framework for describing rigidity transitions in amorphous systems. We present a new, efficient algorithm to study central-force Rigidity Percolation in two dimensions. This algorithm combines the Pebble…

软凝聚态物质 · 物理学 2026-02-12 Nina Javerzat , Daniele Notarmuzi

The equilibrium dynamics of the spin-1/2 XX chain is re-examined within a recently developed formalism based on the quantum transfer matrix and a thermal form factor expansion. The transversal correlation function is evaluated in real time…

统计力学 · 物理学 2019-10-29 Frank Göhmann , Karol K. Kozlowski , Jesko Sirker , Junji Suzuki

The thermal ratchets model toggles a spatially periodic asymmetric potential to rectify random walks and achieve transport of diffusing particles. We numerically solve the governing equation for the full dynamics of an infinite 1D ratchet…

统计力学 · 物理学 2015-08-18 Abhranil Das , Soumitro Banerjee

We obtain a new exact equilibrium solution to the N-body problem in a one-dimensional relativistic self-gravitating system. It corresponds to an expanding/contracting spacetime of a circle with N bodies at equal proper separations from one…

广义相对论与量子宇宙学 · 物理学 2017-08-23 R. Kerner , R. B. Mann

We present exact analytical solutions to the classical equations of motion and analyze the dynamical consequences of the existence of a minimal length for the free particle, particle in a linear potential, anti-symmetric constant force…

高能物理 - 理论 · 物理学 2016-02-09 Reginald Christian Bernardo , Jose Perico Esguerra

In a recent article the most general non-uniform reaction-diffusion models on a one-dimensional lattice with boundaries were considered, for which the time evolution equations of correlation functions are closed and the stationary profile…

统计力学 · 物理学 2011-08-09 Amir Aghamohammadi , Mohammad Khorrami

We study a random circuit model of constrained fracton dynamics, in which particles on a one-dimensional lattice undergo random local motion subject to both charge and dipole moment conservation. The configuration space of this system…

统计力学 · 物理学 2023-02-08 Calvin Pozderac , Steven Speck , Xiaozhou Feng , David A. Huse , Brian Skinner

The thermodynamics of a long self-repulsive chain is studied. In $D<4$ dimensions it shows two distinctly different regimes, corresponding to weak and strong correlations in the system. A simple microscopic analytical model is presented…

统计力学 · 物理学 2007-05-23 A. N. Rubtsov

Linear polymers are represented as chains of hopping reptons and their motion is described as a stochastic process on a lattice. This admittedly crude approximation still catches essential physics of polymer motion, i.e. the universal…

统计力学 · 物理学 2015-05-18 J. M. J. van Leeuwen , Andrzej Drzewinski

The one-dimensional coagulation-diffusion process describes the strongly fluctuating dynamics of particles, freely hopping between the nearest-neighbour sites of a chain such that one of them disappears with probability 1 if two particles…

统计力学 · 物理学 2016-02-23 Xavier Durang , Jean-Yves Fortin , Malte Henkel

In this paper, we present a theory to efficiently deal with mechanical properties of heterogeneous polymer chain in free space and the central problem is to evaluate the diffusion equation and orientation-orientation correlation function,…

生物物理 · 物理学 2019-11-05 Ming Li , Jizeng Wang

A rather simple random walk model on a one-dimensional lattice is put forward. The lattice as a whole switches randomly between two possible states which are spatially symmetric. Both lattice states are identical, but translated by one site…

统计力学 · 物理学 2016-08-16 Jesús Casado-Pascual