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ert

ERT - Ensemble based Reservoir Tool - is designed for running ensembles of dynamical models such as reservoir models, in order to do sensitivity analysis and data assimilation. ERT supports data assimilation using the Ensemble Smoother (ES), Ensemble Smoother with Multiple Data Assimilation (ES-MDA) and Iterative Ensemble Smoother (IES).

facies_classification

hgor

keras-data-generator

Template for data generator in Keras

lqres-net

Python implementation of a deep neural network approach -- Linear-Quadratic-Residual Network (LQRes-Net) to learn nonlinear dynamic models

pinnsntk

python-control

The Python Control Systems Library is a Python module that implements basic operations for analysis and design of feedback control systems.

tensordiffeq

Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing

uqpinns