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Diffusion models have achieved remarkable results in image generation, and have similarly been used to learn high-performing policies in sequential decision-making tasks. Decision-making diffusion models can be trained on lower-quality…

机器学习 · 计算机科学 2023-12-12 Felipe Nuti , Tim Franzmeyer , João F. Henriques

Environmental variability often has substantial impacts on natural populations and communities through its effects on the performance of individuals. Because organisms' responses to environmental conditions are often nonlinear (e.g.,…

统计方法学 · 统计学 2020-11-30 Zi Ye , Giles Hooker , Stephen P. Ellner

Ecological selection is a major driver of community assembly. Selection is classified as stabilizing when species with intermediate trait values gain the highest reproductive success, whereas selection is considered directional when fitness…

种群与进化 · 定量生物学 2021-05-13 DeMalach Niv , Po-Ju Ke , Tadashi Fukami

Protecting endangered species has been an important issue in ecology. We derive a reaction-diffusion model for a population in a one-dimensional bounded habitat, where the population is subjected to a strong Allee effect in its natural…

动力系统 · 数学 2023-08-16 Yu Jin , Rui Peng , Jinfeng Wang

We introduce a model designed to account for the influence of a line with fast diffusion-such as a road or another transport network-on the dynamics of a population in an ecological niche. This model consists of a system of coupled…

偏微分方程分析 · 数学 2019-12-13 Henri Berestycki , Romain Ducasse , Luca Rossi

Observed bimodal tree cover distributions at particular environmental conditions and theoretical models indicate that some areas in the tropics can be in either of the alternative stable vegetation states forest or savanna. However, when…

种群与进化 · 定量生物学 2021-05-27 Bert Wuyts , Alan R. Champneys , Nicolas Verschueren , Jo I. House

We study a minimal model to understand the formation of clusters on surfaces in the presence of surface defects. We consider reaction diffusion model in which atoms undergoes reactions at the defect centers to form clusters. Volume…

材料科学 · 物理学 2015-06-12 Trilochan Bagarti , Anupam Roy , K. Kundu , B. N. Dev

Understanding the combined effects of climate change and habitat fragmentation on the adaptive potential of plant populations is essential for devising effective conservation strategies. This is particularly important where mating system…

种群与进化 · 定量生物学 2023-10-25 Frederik Van Daele , Olivier Honnay , Hanne De Kort

To model a propagating phenomena through the environment with an unfavorable region, we consider a reaction diffusion equation with negative growth rate in the unfavorable region and bistable reaction outside of it. We study rigorously the…

偏微分方程分析 · 数学 2023-01-30 Pengchao Lai , Junfan Lu

Frequency-dependent selection reflects the interaction between different species as they battle for limited resources in their environment. In a stochastic evolutionary game the species relative fitnesses guides the evolutionary dynamics…

概率论 · 数学 2020-12-29 Lea Popovic , Liam Peuckert

We look for similarity transformations which yield mappings between different one-dimensional reaction-diffusion processes. In this way results obtained for special systems can be generalized to equivalent reaction-diffusion models. The…

凝聚态物理 · 物理学 2016-08-31 Horatiu Simon

Habitat loss is one of the biggest threats facing plant species nowadays. We formulate a simple mathematical model of seed dispersal on reduced habitats to discuss survival of the species in relation to the habitat size and seeds production…

概率论 · 数学 2023-05-24 Cristian F. Coletti , Nevena Marić , Pablo M. Rodriguez

In this paper we explore the eco-evolutionary dynamics of a predator-prey model, where the prey population is structured according to a certain life history trait. The trait distribution within the prey population is the result of interplay…

种群与进化 · 定量生物学 2019-03-27 József Z. Farkas , A. Yu. Morozov

This paper is devoted to the study of the persistence versus extinction of species in the reaction-diffusion equation: \begin{equation} u_t-\Delta u=f(t,x_1-ct,y,u) \quad\quad t>0,\ x\in\Omega,\nonumber \end{equation} where $\Omega$ is of…

偏微分方程分析 · 数学 2015-09-24 Hoang-Hung Vo

This paper investigates the competition of two species in a heterogeneous environment subject to the effect of harvesting. The most realistic harvesting case is connected with the intrinsic growth rate, and the harvesting functions are…

Mixed dispersal syndromes have historically been regarded as bet-hedging mechanisms that enhance survival in unpredictable environments, ensuring that some propagules stay in the maternal environment while others can potentially colonize…

种群与进化 · 定量生物学 2015-11-12 Jorge Hidalgo , Rafael Rubio de Casas , Miguel A. Munoz

Many animal groups are heterogeneous and may even consist of individuals of different species, called mixed-species flocks. Mathematical and computational models of collective animal movement behaviour, however, typically assume that groups…

适应与自组织系统 · 物理学 2019-03-27 Gokul G. Nair , Athmanathan Senthilnathan , Srikanth K. Iyer , Vishwesha Guttal

The study of populations subject to the phenomenon of loss and fragmentation of habitat, transforming continuous areas into small ones, usually surrounded by anthropogenic matrices, has been the focus of many researches within the scope of…

种群与进化 · 定量生物学 2016-12-14 F. Keesen , A. Castro e Silva , E. Arashiro , C. F. S. Pinheiro

In this paper, we consider a general single population model with delay and patch structure, which could model the population loss during the dispersal. It is shown that the model admits a unique positive equilibrium when the dispersal rate…

动力系统 · 数学 2023-02-06 Dan Huang , Shanshan Chen

The dynamics of two competing species in a finite size community is one of the most studied problems in population genetics and community ecology. Stochastic fluctuations lead, inevitably, to the extinction of one of the species, but the…

种群与进化 · 定量生物学 2016-11-30 Matan Danino , David A. Kessler , Nadav M. Shnerb