NetworkDynamics.jl—Composing and simulating complex networks in Julia

Lindner, Michael; Lincoln, Lucas; Drauschke, Fenja; Koulen, Julia M.; Würfel, Hans; Plietzsch, Anton; Hellmann, Frank

doi:10.1063/5.0051387

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学術論文

NetworkDynamics.jl—Composing and simulating complex networks in Julia

Authors

/persons/resource/Michael.Lindner

Lindner, Michael
Potsdam Institute for Climate Impact Research;

/persons/resource/lincoln.lucas

Lincoln, Lucas
Potsdam Institute for Climate Impact Research;

/persons/resource/drauschke.fenja

Drauschke, Fenja
Potsdam Institute for Climate Impact Research;

/persons/resource/koulen.julia

Koulen, Julia M.
Potsdam Institute for Climate Impact Research;

/persons/resource/wuerfel.hans

Würfel, Hans
Potsdam Institute for Climate Impact Research;

/persons/resource/plietzsch

Plietzsch, Anton
Potsdam Institute for Climate Impact Research;

/persons/resource/frank.hellmann

Hellmann, Frank
Potsdam Institute for Climate Impact Research;

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引用

Lindner, M., Lincoln, L., Drauschke, F., Koulen, J. M., Würfel, H., Plietzsch, A., & Hellmann, F. (2021). NetworkDynamics.jl—Composing and simulating complex networks in Julia. Chaos, 31(6):. doi:10.1063/5.0051387.

引用: https://publications.pik-potsdam.de/pubman/item/item_25712

要旨

Simulations of complex systems on networks such as power grids, with many dfferent types of node and line dynamics are challenging to build and to optimize for performance. Available software is either proprietary or mixes higher-level scripting languages with low-level compiled languages to provide a convenient user interface while main- taining computational efficacy. The emerging programming language Julia ffers a unique en- vironment that allows to achieve both within a single language while overcoming some of the lim- itations of previous approaches. In this paper we present our open-source package NetworkDynam- ics.jl that opens up Julia's potential to the net- work science community. This article is based on NetworkDynamics.jl v0.5.