ReservoirComputing。[j]:一种高效模块化的油藏计算模型库

J. Mach. Learn. Res. Pub Date : 2022-04-08 DOI:10.48550/arXiv.2204.05117

Francesco Martinuzzi, Chris Rackauckas, Anas Abdelrehim, M. Mahecha, Karin Mora

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引用次数: 5

摘要

我们介绍了水库计算。jl，一个开源的Julia库，用于油藏计算模型。该软件提供了大量在文献中提出的算法，并允许以一种简单的方式用内部和外部工具扩展它们。该实现是高度模块化的，快速的，并附带了一个全面的文档，其中包括从文献中复制的实验。代码和文档在MIT许可https://github.com/SciML/ReservoirComputing.jl下托管在Github上。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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ReservoirComputing.jl: An Efficient and Modular Library for Reservoir Computing Models

We introduce ReservoirComputing.jl, an open source Julia library for reservoir computing models. The software offers a great number of algorithms presented in the literature, and allows to expand on them with both internal and external tools in a simple way. The implementation is highly modular, fast and comes with a comprehensive documentation, which includes reproduced experiments from literature. The code and documentation are hosted on Github under an MIT license https://github.com/SciML/ReservoirComputing.jl.

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J. Mach. Learn. Res.

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