Acceleration of the NVT Flash Calculation for Multicomponent Mixtures Using Deep Neural Network Models

Engineering

• Deep Neural Network 100%
• Network Model 100%
• Computational Technique 50%
• Fluid Mixture 25%
• Simulators 25%
• Computational Time 25%
• Nonlinear Function 25%
• Hydrocarbon Mixture 25%
• Equation of State 25%
• Reservoir Fluid 25%
• Active Research 25%
• Complex Fluid 25%
• Dynamic Models 25%
• Stability Test 25%
• Deep Learning 25%

Chemical Engineering

• Deep Neural Network 100%
• Learning System 50%
• Neural Network 25%
• Deep Learning 25%

Keyphrases

• Standalone Applications 16%
• Phase Splitting 16%
• Eagle Ford 16%
• Compositional Reservoir Simulation 16%