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项目作者： chuckedfromspace

项目描述 ：
Multiresolution proper orthogonal decomposition
高级语言： Python
项目地址: git://github.com/chuckedfromspace/mrpod.git
创建时间： 2019-09-10T09:07:00Z
项目社区：https://github.com/chuckedfromspace/mrpod
开源协议：BSD 3-Clause "New" or "Revised" License
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Multiresolution Proper Orthogonal Decomposition (MRPOD)

Introduction

Welcome to mrpod, a Python module for carrying out Multiresolution Proper Orthogonal Decomposition of multi-dimensional time series. Please visit the homepage for documentation and examples.

Reference

This module was developed in parallel with the following publication:

Yin, Zhiyao, and Michael Stöhr. 2020. “Time–Frequency Localisation of Intermittent Dynamics in a Bistable Turbulent Swirl Flame.” Journal of Fluid Mechanics 882. Cambridge University Press: A30. doi:10.1017/jfm.2019.762.

This paper contains detailed mathematical derivations of the MRPOD method as well as a practical application in turbulent reacting flows. It is available as open access here.