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We present a novel quasi-Monte Carlo mechanism to improve graph-based sampling, coined repelling random walks. By inducing correlations between the trajectories of an interacting ensemble such that their marginal transition probabilities…

机器学习 · 统计学 2024-05-27 Isaac Reid , Eli Berger , Krzysztof Choromanski , Adrian Weller

The quasi-random discrete ordinates method (QRDOM) is here proposed for the approximation of transport problems. Its central idea is to explore a quasi Monte Carlo integration within the classical source iteration technique. It preserves…

数值分析 · 数学 2023-07-19 Pedro H. A. Konzen , Leonardo F. Guidi , Thomas Richter

In this paper we study the number of returns to the coordinate hyperplanes for multidimensional nearest-neighbour random walks. While one-dimensional results on returns are classical, much less is known in higher dimensions. We analyse the…

概率论 · 数学 2025-12-24 Rodolphe Garbit , Kilian Raschel

The step-growth polymerisation of a mixture of arbitrary-functional monomers is viewed as a time-continuos random graph process with degree bounds that are not necessarily the same for different vertices. The sequence of degree bounds acts…

组合数学 · 数学 2019-08-21 Ivan Kryven

We survey the current phenomenological status of semi-inclusive deep inelastic scattering at moderate hard scales and in the limit of very large transverse momentum. As the transverse momentum becomes comparable to or larger than the…

高能物理 - 唯象学 · 物理学 2018-12-19 J. O. Gonzalez-Hernandez , T. C. Rogers , N. Sato , B. Wang

Traffic prediction is pivotal for rational transportation supply scheduling and allocation. Existing researches into short-term traffic prediction, however, face challenges in adequately addressing exceptional circumstances and integrating…

计算与语言 · 计算机科学 2024-05-14 Xiannan Huang

Polymers in a melt may be subject to topological constraints, as in the example of unlinked polymer rings. How to do statistical mechanics in the presence of such constraints remains a fundamental open problem. We study the effect of…

统计力学 · 物理学 2015-12-04 Pablo Serna , Guy Bunin , Adam Nahum

We apply our geometrical theory for counting placements of $q$ nonattacking on an $n\times n$ chessboard, from Parts~I and II, to partial queens: that is, chess pieces with any combination of horizontal, vertical, and $45^\circ$-diagonal…

组合数学 · 数学 2021-06-21 Seth Chaiken , Christopher R. H. Hanusa , Thomas Zaslavsky

Semi-direct products of finite groups have permutation representations that are constructed from the permutation representations of their constituents. One can envision these in a metaphoric sense in which a rope is made from a bundle of…

几何拓扑 · 数学 2022-04-25 Yongju Bae , J. Scott Carter , Byeorhi Kim

We present a mean-field dynamical theory for single semiflexible polymers which can precisely capture, without fitting parameters, recent fluorescence correlation spectroscopy results on single monomer kinetics of DNA strands in solution.…

软凝聚态物质 · 物理学 2009-10-19 Michael Hinczewski , Roland R. Netz

Practitioners often aim to infer an unobserved population trajectory using sample snapshots at multiple time points. E.g., given single-cell sequencing data, scientists would like to learn how gene expression changes over a cell's life…

机器学习 · 统计学 2025-06-02 Yunyi Shen , Renato Berlinghieri , Tamara Broderick

Quasi-trees generalize trees in that the unique "path" between two nodes may be infinite and have any countable order type. They are used to define the rank-width of a countable graph in such a way that it is equal to the least upper-bound…

计算机科学中的逻辑 · 计算机科学 2023-06-22 Bruno Courcelle

Markov Chain Monte Carlo methods for sampling from complex distributions and estimating normalization constants often simulate samples from a sequence of intermediate distributions along an annealing path, which bridges between a tractable…

机器学习 · 计算机科学 2024-02-07 Rob Brekelmans , Frank Nielsen

Directed paths have been used extensively in the scientific literature as a model of a linear polymer. Such paths models in particular the conformational entropy of a linear polymer and the effects it has on the free energy. These directed…

软凝聚态物质 · 物理学 2015-05-13 E J Janse van Rensburg , T Prellberg , A Rechnitzer

We study semiorders induced by points drawn from a uniform random distribution. Of particular interest in this paper are the probabilities of generating specific semiorders and the equivalence classes they produce. We present a method for…

组合数学 · 数学 2025-09-25 Csaba Biró , Caroline E. Boone

We propose a simple mean-field theory for the structure of ring polymer melts. By combining the notion of topological volume fraction and a classical van der Waals theory of fluids, we take into account many body effects of topological…

软凝聚态物质 · 物理学 2015-05-27 Takahiro Sakaue

An important problem in terrain analysis is modeling how water flows across a terrain creating floods by forming channels and filling depressions. In this paper we study a number of \emph{flow-query} related problems: Given a terrain…

计算几何 · 计算机科学 2020-09-18 Aaron Lowe , Svend C. Svendsen , Pankaj K. Agarwal , Lars Arge

We consider the inference of the structure of an undirected graphical model in an exact Bayesian framework. More specifically we aim at achieving the inference with close-form posteriors, avoiding any sampling step. This task would be…

机器学习 · 统计学 2017-05-02 Loïc Schwaller , Stéphane Robin , Michael Stumpf

We present a graph theoretical approach to the configurational statistics of random tree-like objects, such as randomly branching polymers. In particular, for ideal trees we show that Pr\"ufer labelling provides: (i) direct access to the…

统计力学 · 物理学 2025-12-02 Pieter H. W. van der Hoek , Angelo Rosa , Ralf Everaers

We completely generalize previous results related to the counting of connected Feynman diagrams. We use a generating function approach, which encodes the Wick contraction combinatorics of the respective connected diagrams. Exact solutions…

数学物理 · 物理学 2020-05-12 Erick Ramon Castro , Itzhak Roditi