Data for: Accelerating and Stabilizing the Vapor-Liquid Equilibrium (VLE) Calculation in Compositional Simulation of Unconventional Reservoirs Using Deep Learning Based Flash Calculation

The folder contains the detailed models and the trained weights of a deep-learning based flash calculation module.
The H5 files can be directly loaded into Keras.
The weights file can be extracted for practical usage.
classfication_model.h5 network structure of phase classification
classfication_weights.h5 weights of phase classification
concentration_model.h5 network structure of concentration determination
concentration_weights.h5 weights of concentration determination

Reference: Shihao Wang, Nicolas Sobecki, Didier Ding, Lingchen Zhu, Yu-Shu Wu
Accelerating and Stabilizing the Vapor-Liquid Equilibrium (VLE) Calculation in Compositional Simulation
of Unconventional Reservoirs Using Deep Learning Based Flash Calculation