pyESMDA

Build Status PyPI Python Coverage codacy Documentation Status https://img.shields.io/badge/License-MITlicense-blue.svg Black

Python Ensemble Smoother with Multiple Data Assimilations

This package is an object-oriented python implementation of the ES-MDA algotithm based on the work of Emerick and Reynolds [1-2].

The original python implementation was by Muhammad Iffan Hannanu (https://github.com/iffanh/Playground).

References

  • [1] Emerick, A. A. and A. C. Reynolds, Ensemble smoother with multiple data assimilation, Computers & Geosciences, 2012.

  • [2] Emerick, A. A. and A. C. Reynolds. (2013). History-Matching Production and Seismic Data in a Real Field Case Using the Ensemble Smoother With Multiple Data Assimilation. Society of Petroleum Engineers - SPE Reservoir Simulation Symposium 1. 2. 10.2118/163675-MS.