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

Published: 9 May 2019| Version 1 | DOI: 10.17632/xp7tg9yvz8.1
Contributor:
Shihao Wang

Description

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

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