Published May 1, 2021 | Version v1
Journal article

Software to build dynamical systems models from time series with chaotic behavior

  • 1. Centro de Investigaciones en Ciencias Básicas y Aplicadas, Universidad Antonio Nariño, Bogotá (Colombia)

Description

In physics and other sciences there are dynamic systems that exhibit chaotic behavior. Understanding and predicting the behavior of these systems depends on the ability to build models of them. That is why software written in the python language is being developed that allows us to experiment numerically in an agile and precise way with different models of the dynamics of a time series that presents chaotic behavior. This software has a graphical interface divided into three sections. The first section has tools that allow you to interact with the built models. The second section has tools that allow you to establish whether a time series can exhibit chaotic behavior. The third section has tools that allow models to be built from time series. Finally, using the Lorenz system, an example of the use and utility of this software for the construction of models from time series and its possible usefulness in real data is presented. (paper)

Availability note (English)

Available from http://dx.doi.org/10.1088/1742-6596/1938/1/012023

Additional details

Publishing Information

Journal Title
Journal of Physics. Conference Series (Online)
Journal Volume
1938
Journal Issue
1
Journal Page Range
[7 p.]
ISSN
1742-6596

Conference

Title
4. Workshop on Modeling and Simulation for Science and Engineering
Dates
15-16 Mar 2021
Place
Bucaramanga (Colombia)

INIS

Country of Publication
United Kingdom
Country of Input or Organization
International Atomic Energy Agency (IAEA)
INIS RN
54006213
Subject category
S97: MATHEMATICAL METHODS AND COMPUTING; S71: CLASSICAL AND QUANTUM MECHANICS, GENERAL PHYSICS;
Resource subtype / Literary indicator
Conference
Descriptors DEI
CHAOS THEORY; COMPUTER CODES; COMPUTERIZED SIMULATION; DYNAMICAL SYSTEMS; PYTHON
Descriptors DEC
MATHEMATICS; PROGRAMMING LANGUAGES; SIMULATION