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We study the evolution of the probability density of an asexual, one locus population under natural selection and random evolution. This evolution is governed by a Fokker-Planck equation with degenerate coefficients on the boundaries,…

偏微分方程分析 · 数学 2013-01-21 Fabio A. C. C. Chalub , Max O. Souza

Understanding the conditions ensuring the persistence of a population is an issue of primary importance in population biology. The first theoretical approach to the problem dates back to the 50's with the KiSS (after Kierstead, Slobodkin…

种群与进化 · 定量生物学 2015-09-07 Stefano Berti , Massimo Cencini , Davide Vergni , Angelo Vulpiani

One of the outstanding problems of the dynamical evolution of the outer solar system concerns the observed population ratio between the Oort Cloud (OC) and the Scattered Disc (SD): observations suggest that this ratio lies between 100 and…

地球与行星天体物理 · 物理学 2015-06-15 R. Brasser , A. Morbidelli

This paper studies Kernel Density Estimation for a high-dimensional distribution $\rho(x)$. Traditional approaches have focused on the limit of large number of data points $n$ and fixed dimension $d$. We analyze instead the regime where…

机器学习 · 计算机科学 2024-10-21 Giulio Biroli , Marc Mézard

We are interested in the kernel of one-dimensional diffusion equations with continuous coefficients as evaluated by means of explicit discretization schemes of uniform step $h>0$ in the limit as $h\to0$. We consider both semidiscrete…

数值分析 · 数学 2007-11-02 Claudio Albanese

The general model of coagulation is considered. For basic classes of unbounded coagulation kernels the central limit theorem (CLT) is obtained for the fluctuations around the dynamic law of large numbers (LLN). A rather precise rate of…

概率论 · 数学 2022-05-03 Vassili Kolokoltsov

Traditionally, population models distinguish individuals on the basis of their current state. Given a distribution, a discrete time model then specifies (precisely in deterministic models, probabilistically in stochastic models) the…

种群与进化 · 定量生物学 2023-09-21 B. Boldin , O. Diekmann , J. A. J. Metz

In this paper, existence and uniqueness of solutions to a non-linear, initial value problem is studied. In particular, we consider a special type of problem which physically represents the time evolution of particle number density resulted…

偏微分方程分析 · 数学 2017-11-27 Jitraj Saha , Jitendra Kumar

In this paper we establish the local and global well-posedness of weak and strong solutions to second order fractional mean-field SDEs with singular/distribution interaction kernels and measure initial value, where the kernel can be Newton…

偏微分方程分析 · 数学 2023-03-14 Zimo Hao , Michael Röckner , Xicheng Zhang

We study the regularity of the probability density function of the supremum of the solution to the linear stochastic heat equation. Using a general criterion for the smoothness of densities for locally nondegenerate random variables, we…

概率论 · 数学 2018-12-14 Robert Dalang , Fei Pu

This article deals with the convergence of finite volume scheme (FVS) for solving coagulation and multiple fragmentation equations having locally bounded coagulation kernel but singularity near the origin due to fragmentation rates. Thanks…

We study the estimation, in Lp-norm, of density functions defined on [0,1]^d. We construct a new family of kernel density estimators that do not suffer from the so-called boundary bias problem and we propose a data-driven procedure based on…

统计理论 · 数学 2018-10-29 Karine Bertin , Salima El Kolei , Nicolas Klutchnikoff

In this paper, we propose an algorithm for estimating the parameters of a time-homogeneous hidden Markov model from aggregate observations. This problem arises when only the population level counts of the number of individuals at each time…

机器学习 · 计算机科学 2021-11-16 Rahul Singh , Qinsheng Zhang , Yongxin Chen

We introduce a new model of the evolution of the concentration of dark matter halos, c(t). For individual halos, our model approximates c(t) as a power law with a time-dependent index, such that at early times, concentration has a nearly…

宇宙学与河外天体物理 · 物理学 2023-09-27 Dash Stevanovich , Andrew P. Hearin , Daisuke Nagai

This chapter focuses on variable maturation delay or, more precisely, on the mathematical description of a size-structured population consuming an unstructured resource. When the resource concentration is a known function of time, we can…

种群与进化 · 定量生物学 2025-10-21 Odo Diekmann , Francesca Scarabel

Capture-recapture methods aim to estimate the size of a closed population on the basis of multiple incomplete enumerations of individuals. In many applications, the individual probability of being recorded is heterogeneous in the…

统计方法学 · 统计学 2016-06-08 James E. Johndrow , Kristian Lum , Daniel Manrique-Vallier

We study a crowd model proposed by R. Hughes and we describe a numerical approach to solve it. The Hughes model comprises a Fokker-Planck equation coupled with an eikonal equation with Dirichlet or Neumann data. First, we establish a priori…

偏微分方程分析 · 数学 2016-05-03 Diogo A. Gomes , Roberto M. Velho

New explicit exponential stability conditions are presented for the non-autonomous scalar linear functional differential equation $$ \dot{x}(t)+ \sum_{k=1}^m a_k(t)x(h_k(t))+\int_{g(t)}^t K(t,s) x(s)ds=0, $$ where $h_k(t)\leq t$, $g(t)\leq…

动力系统 · 数学 2022-08-22 Leonid Berezansky , Elena Braverman

We develop an all-at-once modeling framework for learning systems of ordinary differential equations (ODE) from scarce, partial, and noisy observations of the states. The proposed methodology amounts to a combination of sparse recovery…

The global existence of mass-conserving weak solutions to the Safronov-Dubovskii coagulation equation is shown for the coagulation kernels satisfying the at most linear growth for large sizes. In contrast to previous works, the proof mainly…

偏微分方程分析 · 数学 2023-03-28 Mashkoor Ali , Pooja Rai , Ankik Kumar Giri