arXivDaily arXiv每日学术速递 周一至周五更新
arXiv 2012.12696cs.MSphysics.soc-ph
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NetworkDynamics .jl --在Julia中合成和模拟复杂网络

NetworkDynamics.jl -- Composing and simulating complex networks in Julia

Michael Lindner, Lucas Lincoln, Fenja Drauschke, Julia Monika Koulen, Hans Würfel, Anton Plietzsch, Frank Hellmann

摘要:

jl是一个易于使用和计算效率高的软件包,用于处理复杂网络上的异构动态系统,它是用Julia编写的,Julia是一种高级、高性能的动态规划语言。通过将DifferentialEquations.jl中最先进的求解器算法与高效的数据结构相结合,NetworkDynamics.jl实现了最佳性能,同时支持事件、代数约束、时间延迟、噪声项和自动微分等高级功能。

英文摘要:

NetworkDynamics.jl is an easy-to-use and computationally efficient package for working with heterogeneous dynamical systems on complex networks, written in Julia, a high-level, high-performance, dynamic programming language. By combining state of the art solver algorithms from DifferentialEquations.jl with efficient data structures, NetworkDynamics.jl achieves top performance while supporting advanced features like events, algebraic constraints, time-delays, noise terms and automatic differentiation.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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