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Hybrid Automata Library: A flexible platform for hybrid modeling with real-time visualization
The Hybrid Automata Library (HAL) is a Java Library developed for use in mathematical oncology modeling. It is made of simple, efficient, generic components that can be used to model complex spatial systems. HAL’s components can broadly be classified into: on- and off-lattice agent containers, finit...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7105119/ https://www.ncbi.nlm.nih.gov/pubmed/32155140 http://dx.doi.org/10.1371/journal.pcbi.1007635 |
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author | Bravo, Rafael R. Baratchart, Etienne West, Jeffrey Schenck, Ryan O. Miller, Anna K. Gallaher, Jill Gatenbee, Chandler D. Basanta, David Robertson-Tessi, Mark Anderson, Alexander R. A. |
author_facet | Bravo, Rafael R. Baratchart, Etienne West, Jeffrey Schenck, Ryan O. Miller, Anna K. Gallaher, Jill Gatenbee, Chandler D. Basanta, David Robertson-Tessi, Mark Anderson, Alexander R. A. |
author_sort | Bravo, Rafael R. |
collection | PubMed |
description | The Hybrid Automata Library (HAL) is a Java Library developed for use in mathematical oncology modeling. It is made of simple, efficient, generic components that can be used to model complex spatial systems. HAL’s components can broadly be classified into: on- and off-lattice agent containers, finite difference diffusion fields, a GUI building system, and additional tools and utilities for computation and data collection. These components are designed to operate independently and are standardized to make them easy to interface with one another. As a demonstration of how modeling can be simplified using our approach, we have included a complete example of a hybrid model (a spatial model with interacting agent-based and PDE components). HAL is a useful asset for researchers who wish to build performant 1D, 2D and 3D hybrid models in Java, while not starting entirely from scratch. It is available on GitHub at https://github.com/MathOnco/HAL under the MIT License. HAL requires the Java JDK version 1.8 or later to compile and run the source code. |
format | Online Article Text |
id | pubmed-7105119 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-71051192020-04-03 Hybrid Automata Library: A flexible platform for hybrid modeling with real-time visualization Bravo, Rafael R. Baratchart, Etienne West, Jeffrey Schenck, Ryan O. Miller, Anna K. Gallaher, Jill Gatenbee, Chandler D. Basanta, David Robertson-Tessi, Mark Anderson, Alexander R. A. PLoS Comput Biol Research Article The Hybrid Automata Library (HAL) is a Java Library developed for use in mathematical oncology modeling. It is made of simple, efficient, generic components that can be used to model complex spatial systems. HAL’s components can broadly be classified into: on- and off-lattice agent containers, finite difference diffusion fields, a GUI building system, and additional tools and utilities for computation and data collection. These components are designed to operate independently and are standardized to make them easy to interface with one another. As a demonstration of how modeling can be simplified using our approach, we have included a complete example of a hybrid model (a spatial model with interacting agent-based and PDE components). HAL is a useful asset for researchers who wish to build performant 1D, 2D and 3D hybrid models in Java, while not starting entirely from scratch. It is available on GitHub at https://github.com/MathOnco/HAL under the MIT License. HAL requires the Java JDK version 1.8 or later to compile and run the source code. Public Library of Science 2020-03-10 /pmc/articles/PMC7105119/ /pubmed/32155140 http://dx.doi.org/10.1371/journal.pcbi.1007635 Text en © 2020 Bravo et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Bravo, Rafael R. Baratchart, Etienne West, Jeffrey Schenck, Ryan O. Miller, Anna K. Gallaher, Jill Gatenbee, Chandler D. Basanta, David Robertson-Tessi, Mark Anderson, Alexander R. A. Hybrid Automata Library: A flexible platform for hybrid modeling with real-time visualization |
title | Hybrid Automata Library: A flexible platform for hybrid modeling with real-time visualization |
title_full | Hybrid Automata Library: A flexible platform for hybrid modeling with real-time visualization |
title_fullStr | Hybrid Automata Library: A flexible platform for hybrid modeling with real-time visualization |
title_full_unstemmed | Hybrid Automata Library: A flexible platform for hybrid modeling with real-time visualization |
title_short | Hybrid Automata Library: A flexible platform for hybrid modeling with real-time visualization |
title_sort | hybrid automata library: a flexible platform for hybrid modeling with real-time visualization |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7105119/ https://www.ncbi.nlm.nih.gov/pubmed/32155140 http://dx.doi.org/10.1371/journal.pcbi.1007635 |
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