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A dynamical system framework is used to describe transport processes in plasmas embedded in a magnetic field. For periodic systems with one degree of freedom the Poincar\'e map provides a splitting of the phase space into regions where…

等离子体物理 · 物理学 2015-07-28 M. V. Falessi , F. Pegoraro , T. J. Schep

In coastal water systems, horizontal chaotic dispersion plays a significant role in the distribution and fate of pollutants. Lagrangian Coherent Structures (LCSs) provide useful tools to approach the problem of the transport of pollutants…

大气与海洋物理 · 物理学 2021-03-22 Anusmriti Ghosh , K. A. Suara , Scott W. McCue , Richard J. Brown

Lagrangian Coherent Structures (LCS) are flow features which are defined to objectively characterize complex fluid behavior over a finite time regardless of the orientation of the observer. Fluidic applications of LCS include geophysical,…

流体动力学 · 物理学 2023-10-18 Tanner D. Harms , Steven L. Brunton , Beverley J. McKeon

Accurate modeling of system dynamics holds intriguing potential in broad scientific fields including cytodynamics and fluid mechanics. This task often presents significant challenges when (i) observations are limited to cross-sectional…

机器学习 · 计算机科学 2024-02-19 Yuning You , Ruida Zhou , Yang Shen

We give an algorithmic introduction to Lagrangian coherent structures (LCSs) using a newly developed computational engine, LCS Tool. LCSs are most repelling, attracting and shearing material lines that form the centerpieces of observed…

混沌动力学 · 物理学 2016-04-12 K. Onu , F. Huhn , G. Haller

This study investigates the potential for biological systems to be governed by a variational principle, suggesting that such systems may evolve to minimize or optimize specific quantities. To explore this idea, we focus on identifying…

种群与进化 · 定量生物学 2025-02-27 Andronikos Paliathanasis , Kevin Duffy

In the preliminary design of space missions it can be useful to identify regions of dynamics that drive the system's behaviour or separate qualitatively different dynamics. The Lagrangian Coherent Structure (LCS) has been widely used in the…

地球与行星天体物理 · 物理学 2022-09-26 Jack Tyler , Alexander Wittig

The Lagrangian formalism is developed for the population dynamics of interacting species that are described by several well-known models. The formalism is based on standard Lagrangians, which represent differences between the physical…

种群与进化 · 定量生物学 2022-03-25 D. T. Pham , Z. E. Musielak

Many complex flows such as those arising from ocean plastics in geophysics or moving cells in biology are characterized by sparse and noisy trajectory datasets. We introduce techniques for identifying Lagrangian Coherent Structures (LCSs)…

流体动力学 · 物理学 2022-09-21 Saviz Mowlavi , Mattia Serra , Enrico Maiorino , L Mahadevan

Lagrangian coherent structures (LCSs) are material surfaces that shape finite-time tracer patterns in flows with arbitrary time dependence. Depending on their deformation properties, elliptic and hyperbolic LCSs have been identified from…

动力系统 · 数学 2016-11-23 David Oettinger , George Haller

The computation of Lagrangian coherent structures (LCS) has established itself as a prominent means to reveal significant geometric structures in time-dependent vector fields. Their characterization, however, requires the selection of a…

流体动力学 · 物理学 2022-03-23 Zi'ang Ding , Xavier Tricoche

Coastal tidal estuaries are vital to the exchange of energy and material between inland waters and the open ocean. Debris originating from the land and ocean enter this environment and are transported by currents (river outflow and tide),…

To facilitate the understanding and to quantitatively assess the material transport in fluids, a modern characterisation method has emerged in fluid dynamics in the last decades footed in dynamical systems theory. It allows to examine the…

流体动力学 · 物理学 2023-07-11 Constantin Habes , Alexandra von Kameke , Mohammed Elwardi Fadeli , Holger Marschall

A discrete-time model of reacting evolving fields, transported by a bidimensional chaotic fluid flow, is studied. Our approach is based on the use of a Lagrangian scheme where {\it fluid particles} are advected by a $2d$ symplectic map…

混沌动力学 · 物理学 2019-08-17 Cristobal Lopez , Emilio Hernandez-Garcia , Oreste Piro , Angelo Vulpiani , Enrico Zambianchi

Turbulence and chaos play a fundamental role in stellar convective zones through the transportof particles, energy and momentum, and in fast dynamos, through the stretching, twisting and folding of magnetic flux tubes. A particularly…

太阳与恒星天体物理 · 物理学 2015-05-20 Erico L. Rempel , Abraham C. -L. Chian , Axel Brandenburg

We explore the transport mechanisms of heat in two- and three-dimensional turbulent convection flows by means of the long-term evolution of Lagrangian coherent sets. They are obtained from the spectral clustering of trajectories of massless…

流体动力学 · 物理学 2022-10-24 Christiane Schneide , Philipp P. Vieweg , Jörg Schumacher , Kathrin Padberg-Gehle

In a pair of linked articles (called Article I and II respectively) we apply the concept of Lagrangian Coherent Structures (LCSs) borrowed from the study of Dynamical Systems to magnetic field configurations in order to separate regions…

等离子体物理 · 物理学 2018-06-13 G. Di Giannatale , M. V. Falessi , D. Grasso , F. Pegoraro , T. J. Schep

Learning classifier systems (LCSs) are evolutionary machine learning algorithms, flexible enough to be applied to reinforcement, supervised and unsupervised learning problems with good performance. Recently, self organizing classifiers were…

神经与进化计算 · 计算机科学 2018-11-21 Danilo Vasconcellos Vargas , Hirotaka Takano , Junichi Murata

Analysis of Lagrangian Coherent Structures (LCSs) has been showed to be a valid mathematical approach to explain the formation of transport barriers in magnetized plasmas. Such LCSs, borrowed from fluid dynamics theory, can be considered as…

等离子体物理 · 物理学 2021-07-07 Giovanni Di Giannatale , Daniele Bonfiglio , Susanna Cappello , Luis Chacòn , Marco Veranda

We show that filamentous Atmospheric Rivers (ARs) over the Northern Atlantic Ocean are closely linked to attracting Lagrangian Coherent Structures (LCSs) in the large scale wind field. LCSs represent lines of attraction in the evolving flow…

大气与海洋物理 · 物理学 2015-01-06 Daniel Garaboa , Jorge Eiras-Barca , Florian Huhn , Vicente Perez-Muñuzuri
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