A self-adaptive deep learning algorithm for accelerating multi-component flash calculation

Engineering

• Deep Learning 100%
• Fluid Mixture 50%
• Potential Application 25%
• Input Parameter 25%
• Estimation Error 25%
• Ground Truth 25%
• Mole Fraction 25%
• Reservoir Fluid 25%
• Molar Composition 25%
• Equilibrium State 25%
• Deep Neural Network 25%
• Input Feature 25%
• Component Input 25%
• Testing Requirement 25%
• Network Model 25%
• Stability Test 25%
• Phase Stability 25%

Keyphrases

• Adaptive Deep Learning 100%
• Softmax 25%
• Physical Correlation 25%
• Training Requirements 25%
• Testing Requirements 25%
• Consistent Scheme 25%

Chemical Engineering

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