pyesmda 0.1.0

Python Ensemble Smoother with Multiple Data Assimilations

pyESMDA

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].

• Free software: MIT license

• Documentation: https://pyesmda.readthedocs.io.

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 2013. 2. 10.2118/163675-MS.

Changelog

0.1.0 (2021-11-28)

• First release on PyPI.