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Generative models based on diffusion have become the state of the art in the last few years, notably for image generation. Here, we analyse them in the high-dimensional limit, where data are formed by a very large number of variables. We…

无序系统与神经网络 · 物理学 2023-10-31 Giulio Biroli , Marc Mézard

The discovery of two fundamental laws concerning cellular dynamics with recursive growth is reported. First, the chemical abundances measured over many cells are found to obey a log-normal distribution and second, the relationship between…

分子网络 · 定量生物学 2007-05-23 Chikara Furusawa , Takao Suzuki , Akiko Kashiwagi , Tetsuya Yomo , Kunihiko Kaneko

Wall published a paper in 1960 on the Fibonacci sequence where he derived many results concerning the period and prime power divisibility modulo m. His periodicity results have been generalized to second order linear recurrences. Here we…

组合数学 · 数学 2015-10-01 Soumyabrata Pal , Shankar M. Venkatesan

We address the question of why particular laws were selected for the universe, by proposing a mechanism for laws to evolve. Normally in physical theories, timeless laws act on time-evolving states. We propose that this is an approximation,…

高能物理 - 理论 · 物理学 2012-01-13 Lee Smolin

A continuous approximation for the results of [1] is obtained. In this approximation the energy distribution is represented in the form of the product of the Gibbs factor and superstatistics factor. The mutual weights of the factors are…

化学物理 · 物理学 2007-05-23 V. V. Ryazanov

The Horton laws originated in hydrology with a 1945 paper by Robert E. Horton, and for a long time remained a purely empirical finding. Ubiquitous in hierarchical branching systems, the Horton laws have been rediscovered in many disciplines…

概率论 · 数学 2019-05-21 Yevgeniy Kovchegov , Ilya Zaliapin

Cheek and Johnston (Journal of Mathematical Biology, 2023) consider a continuous-time Bienaym\'e-Galton-Watson tree conditioned on being alive at time $T$. They study the reproduction events along the ancestral lineage of an individual…

概率论 · 数学 2024-06-19 Jan Lukas Igelbrink , Jasper Ischebeck

Networks created and maintained by social processes, such as the human friendship network and the World Wide Web, appear to exhibit the property of navigability: namely, not only do short paths exist between any pair of nodes, but such…

凝聚态物理 · 物理学 2007-05-23 Aaron Clauset , Cristopher Moore

The biological process of gene assembly has been modeled based on three types of string rewriting rules, called string pointer rules, defined on so-called legal strings. It has been shown that reduction graphs, graphs that are based on the…

计算机科学中的逻辑 · 计算机科学 2008-11-24 Robert Brijder , Hendrik Jan Hoogeboom

Many man-made and natural phenomena, including the intensity of earthquakes, population of cities and size of international wars, are believed to follow power-law distributions. The accurate identification of power-law patterns has…

数据分析、统计与概率 · 物理学 2014-04-15 Yogesh Virkar , Aaron Clauset

In Jurek 1985 and 1988 the random integral representations conjecture was stated. It claims that (some) limit laws can be written as probability distributions of random integrals of the form $\int_{(a,b]}h(t)dY_{\nu}(r(t))$, for some…

概率论 · 数学 2012-01-10 Zbigniew J. Jurek

A power law degree distribution is established for a graph evolution model based on the graph class of k-trees. This k-tree-based graph process can be viewed as an idealized model that captures some characteristics of the preferential…

离散数学 · 计算机科学 2008-11-27 Yong Gao

This paper presents an extensive survey of regular distributions in natural and social sciences. The survey includes studies from a wide scope of academic disciplines, in order to create an inventory of the different mathematical functions…

物理与社会 · 物理学 2015-07-14 L. Benguigui , M. Marinov

We consider inventions as novel combinations of existing technological capabilities. Patent data allow us to explicitly identify such combinatorial processes in invention activities. Unconsidered in the previous research, not every new…

物理与社会 · 物理学 2016-03-22 Daniel Kim , Daniel Burkhardt Cerigo , Hawoong Jeong , Hyejin Youn

Karlin and Altschul in their statistical analysis for multiple high-scoring segments in molecular sequences introduced a distribution function which gives the probability there are at least r distinct and consistently ordered segment pairs…

组合数学 · 数学 2007-05-23 Craig A. Tracy , Harold Widom

We study the problem of reconstructing the probability measure of the Curie-Weiss model from a sample of the voting behaviour of a subset of the population. While originally used to study phase transitions in statistical mechanics, the…

概率论 · 数学 2025-08-06 Miguel Ballesteros , Ivan Naumkin , Gabor Toth

A simple model of biological extinction with variable system size is presented that exhibits a power-law distribution of extinction event sizes. The model is a generalization of a model recently introduced by Newman (Proc. R. Soc. Lond.…

生物物理 · 物理学 2016-09-08 C. Wilke , T. Martinetz

A model is proposed for the creation and transmission of scientific knowledge, based on the network of citations among research articles. The model allows to assign to each article a nonnegative value for its creativity, i. e. its creation…

物理与社会 · 物理学 2007-05-23 Jose M. Soler

Building on the notion of $q$-integral introduced by Thomae in 1869, we introduce $q$-order statistics (that, is $q$-analogues of the classical order statistics, for $0<q<1$) which arise from dependent and not identically distributed…

概率论 · 数学 2026-03-30 Malvina Vamvakari

Lifetime distributions of social entities, such as enterprises, products, and media contents, are one of the fundamental statistics characterizing the social dynamics. To investigate the lifetime distribution of mutually interacting…

物理与社会 · 物理学 2015-08-20 Yohsuke Murase , Takashi Shimada , Nobuyasu Ito , Per Arne Rikvold