Published August 3, 2023
| Version v0.4.3
Software
Open
pyESMDA - Python Ensemble Smoother with Multiple Data Assimilation
Creators
- 1. PSL University / Mines ParisTech, Centre de G ́eosciences, 35 rue Saint-Honor ́e, 77305 Fontainebleau Cedex, France
Description
pyesmda is an open-source, pure python, and object-oriented library that provides a user friendly implementation of one of the most popular ensemble based method for parameters estimation and data assimilation: the Ensemble Smoother with Multiple Data Assimilations (ES-MDA) algorithm, introduced by Emerick and Reynolds [1-2].
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.
Notes
available on pypi: https://pypi.org/project/pyesmda/