XMDS2: Fast, scalable simulation of coupled stochastic partial differential equations

Details XMDS2: Fast, scalable simulation of coupled stochastic partial differential equations XMDS2: Fast, scalable simulation of coupled stochastic partial differential equations

2012-04-19

arxiv.org/abs/1204.4255v1

Physics

Computational Physics

9 pages, 5 figures

Scientific paper

XMDS2 is a cross-platform, GPL-licensed, open source package for numerically integrating initial value problems that range from a single ordinary differential equation up to systems of coupled stochastic partial differential equations. The equations are described in a high-level XML-based script, and the package generates low-level optionally parallelised C++ code for the efficient solution of those equations. It combines the advantages of high-level simulations, namely fast and low-error development, with the speed, portability and scalability of hand-written code. XMDS2 is a complete redesign of the XMDS package, and features support for a much wider problem space while also producing faster code.

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