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VisualPDE: Rapid Interactive Simulations of Partial Differential Equations

Computing has revolutionised the study of complex nonlinear systems, both by allowing us to solve previously intractable models and through the ability to visualise solutions in different ways. Using ubiquitous computing infrastructure, we provide a means to go one step further in using computers to...

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Detalles Bibliográficos
Autores principales: Walker, Benjamin J., Townsend, Adam K., Chudasama, Alexander K., Krause, Andrew L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10570185/
https://www.ncbi.nlm.nih.gov/pubmed/37823924
http://dx.doi.org/10.1007/s11538-023-01218-4
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author Walker, Benjamin J.
Townsend, Adam K.
Chudasama, Alexander K.
Krause, Andrew L.
author_facet Walker, Benjamin J.
Townsend, Adam K.
Chudasama, Alexander K.
Krause, Andrew L.
author_sort Walker, Benjamin J.
collection PubMed
description Computing has revolutionised the study of complex nonlinear systems, both by allowing us to solve previously intractable models and through the ability to visualise solutions in different ways. Using ubiquitous computing infrastructure, we provide a means to go one step further in using computers to understand complex models through instantaneous and interactive exploration. This ubiquitous infrastructure has enormous potential in education, outreach and research. Here, we present VisualPDE, an online, interactive solver for a broad class of 1D and 2D partial differential equation (PDE) systems. Abstract dynamical systems concepts such as symmetry-breaking instabilities, subcritical bifurcations and the role of initial data in multistable nonlinear models become much more intuitive when you can play with these models yourself, and immediately answer questions about how the system responds to changes in parameters, initial conditions, boundary conditions or even spatiotemporal forcing. Importantly, VisualPDE is freely available, open source and highly customisable. We give several examples in teaching, research and knowledge exchange, providing high-level discussions of how it may be employed in different settings. This includes designing web-based course materials structured around interactive simulations, or easily crafting specific simulations that can be shared with students or collaborators via a simple URL. We envisage VisualPDE becoming an invaluable resource for teaching and research in mathematical biology and beyond. We also hope that it inspires other efforts to make mathematics more interactive and accessible.
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spelling pubmed-105701852023-10-14 VisualPDE: Rapid Interactive Simulations of Partial Differential Equations Walker, Benjamin J. Townsend, Adam K. Chudasama, Alexander K. Krause, Andrew L. Bull Math Biol Education Computing has revolutionised the study of complex nonlinear systems, both by allowing us to solve previously intractable models and through the ability to visualise solutions in different ways. Using ubiquitous computing infrastructure, we provide a means to go one step further in using computers to understand complex models through instantaneous and interactive exploration. This ubiquitous infrastructure has enormous potential in education, outreach and research. Here, we present VisualPDE, an online, interactive solver for a broad class of 1D and 2D partial differential equation (PDE) systems. Abstract dynamical systems concepts such as symmetry-breaking instabilities, subcritical bifurcations and the role of initial data in multistable nonlinear models become much more intuitive when you can play with these models yourself, and immediately answer questions about how the system responds to changes in parameters, initial conditions, boundary conditions or even spatiotemporal forcing. Importantly, VisualPDE is freely available, open source and highly customisable. We give several examples in teaching, research and knowledge exchange, providing high-level discussions of how it may be employed in different settings. This includes designing web-based course materials structured around interactive simulations, or easily crafting specific simulations that can be shared with students or collaborators via a simple URL. We envisage VisualPDE becoming an invaluable resource for teaching and research in mathematical biology and beyond. We also hope that it inspires other efforts to make mathematics more interactive and accessible. Springer US 2023-10-12 2023 /pmc/articles/PMC10570185/ /pubmed/37823924 http://dx.doi.org/10.1007/s11538-023-01218-4 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Education
Walker, Benjamin J.
Townsend, Adam K.
Chudasama, Alexander K.
Krause, Andrew L.
VisualPDE: Rapid Interactive Simulations of Partial Differential Equations
title VisualPDE: Rapid Interactive Simulations of Partial Differential Equations
title_full VisualPDE: Rapid Interactive Simulations of Partial Differential Equations
title_fullStr VisualPDE: Rapid Interactive Simulations of Partial Differential Equations
title_full_unstemmed VisualPDE: Rapid Interactive Simulations of Partial Differential Equations
title_short VisualPDE: Rapid Interactive Simulations of Partial Differential Equations
title_sort visualpde: rapid interactive simulations of partial differential equations
topic Education
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10570185/
https://www.ncbi.nlm.nih.gov/pubmed/37823924
http://dx.doi.org/10.1007/s11538-023-01218-4
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