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Diffusion Map is a spectral dimensionality reduction technique which is able to uncover nonlinear submanifolds in high-dimensional data. And, it is increasingly applied across a wide range of scientific disciplines, such as biology,…

机器学习 · 计算机科学 2026-01-29 Sönke Beier , Paula Pirker-Díaz , Friedrich Pagenkopf , Karoline Wiesner

Research in multistable systems is a flourishing field with countless examples and applications across scientific disciplines. I present a catalog of multistable dynamical systems covering relevant fields of knowledge. This work is focused…

混沌动力学 · 物理学 2025-07-23 Alexandre Wagemakers

A scheme of q-deformation of nonlinear maps is introduced. As a specific example, a q-deformation procedure related to the Tsallis q-exponential function is applied to the logistic map. Compared to the canonical logistic map, the resulting…

混沌动力学 · 物理学 2009-11-10 Ramaswamy Jaganathan , Sudeshna Sinha

2-stratifolds are a generalization of 2-manifolds in that there are disjoint simple closed curves where several sheets meet. They arise in the study of categorical invariants of 3-manifolds and may have applications to topological data…

几何拓扑 · 数学 2015-05-14 J. C. Gómez-Larrañaga , F. González-Acuña , Wolfgang Heil

Numerous studies have reported two types of doubling of invariant closed curves (ICCs) in dynamical systems: (a) the creation of two disjoint ICCs such that iterations flip between them; and (b) the creation of a single ICC of double the…

动力系统 · 数学 2025-09-17 Sayanho Biswas , Soumitro Banerjee , Viktor Avrutin , Iryna Sushko

This is a preliminary investigation of the geometry and dynamics of rational maps with only two critical points. (originally titled ``On Bicritical Rational Maps'' in September 1997; revised and retitled April 1999)

动力系统 · 数学 2009-09-25 John W. Milnor

The mixing properties (or sensitivity to initial conditions) of two-dimensional Henon map have been explored numerically at the edge of chaos. Three independent methods, which have been developed and used so far for the one-dimensional…

统计力学 · 物理学 2009-11-07 Ugur Tirnakli

The basin entropy is a measure that quantifies, in a system that has two or more attractors, the predictability of a final state, as a function of the initial conditions. While the basin entropy has been demonstrated on a variety of…

混沌动力学 · 物理学 2024-02-07 Juan Pedro Tarigo , Cecilia Stari , Cristina Masoller , Arturo C. Marti

We discuss the bifurcation structure of homoclinic orbits in bimodal one dimensional maps. The universal structure of these bifurcations with singular bifurcation points and the web of bifurcation lines through the parameter space are…

chao-dyn · 物理学 2009-10-22 Kai T. Hansen

An attempt is made to extend some of the basic paradigms of dynamics, from the viewpoint of (continuous) flows, to non-metric manifolds.

动力系统 · 数学 2011-03-01 Alexandre Gabard , David Gauld

Piecewise-linear maps describe dynamical phenomena that switch between distinct states and readily generate complex bifurcation structures due to their strong nonlinearity. We show that two-dimensional continuous piecewise-linear maps near…

动力系统 · 数学 2025-12-03 D. J. W. Simpson , V. Avrutin

In this paper we report some important results that help in analizing the border collision bifurcations that occur in n-dimensional discontinuous maps. For this purpose, we use the piecewise linear approximation in the neighborhood of the…

混沌动力学 · 物理学 2007-05-23 Partha Sharathi Dutta , Bitihotra Routroy , Soumitro Banerjee , S. S. Alam

We report in this paper a complete analytical study on the bifurcations and chaotic phenomena observed in certain second-order, non-autonomous, dissipative chaotic systems. One-parameter bifurcation diagrams obtained from the analytical…

混沌动力学 · 物理学 2019-03-13 G. Sivaganesh , A. Arulgnanam , A. N. Seethalakshmi

For a continuous map on the unit interval or circle, we define the bifurcation set to be the collection of those interval holes whose surviving set is sensitive to arbitrarily small changes of their position. By assuming a global…

动力系统 · 数学 2019-03-14 Gabriel Fuhrmann , Maik Gröger , Alejandro Passeggi

In this paper we shall give examples of maps and automorphisms with regions of attraction that are not simply connected.

复变函数 · 数学 2011-11-15 Berit Stensønes , Liz Vivas

The reconnection process in the dynamics of cubic nontwist maps, introduced in [3], is studied. The present paper extends the work presented in [8]. As in that work, in order to describe the route to reconnection of the involved…

动力系统 · 数学 2007-05-23 Gheorghe Tigan

In this article, we present a bifurcation analysis on the double-diffusive convection. Two pattern selections, rectangles and squares, are investigated. It is proved that there are two different types of attractor bifurcations depending on…

斑图形成与孤子 · 物理学 2010-05-14 Chun-Hsiung Hsia , Tian Ma , Shouhong Wang

Graph Laplacians and related nonlinear mappings into low dimensional spaces have been shown to be powerful tools for organizing high dimensional data. Here we consider a data set X in which the graph associated with it changes depending on…

经典分析与常微分方程 · 数学 2015-03-20 Ronald R. Coifman , Matthew J. Hirn

This article is meant as a mathematical appendix or comment on [BT]. We first consider the notion of transcritical bifurcations of fixed points of general area-preserving maps, and then adress some questions related to [BT] on bifurcation…

辛几何 · 数学 2007-10-22 Klaus Jaenich

We introduce two constructions in geometric deep learning for 1) transporting orientation-dependent convolutional filters over a manifold in a continuous way and thereby defining a convolution operator that naturally incorporates the…

机器学习 · 计算机科学 2021-06-02 Stefan Sommer , Alex Bronstein