Data-driven modeling of large-eddy simulations for fuel injector design

Keyphrases

• Large Eddy Simulation 100%
• Emulator 100%
• Fuel Injector 100%
• Injector Design 100%
• Data-driven Modeling 100%
• Operating Conditions 50%
• Flow Field 50%
• Machine Learning Techniques 50%
• Flow Dynamics 50%
• Prediction Accuracy 50%
• Design Parameters 50%
• Flow Features 50%
• Emulation Framework 50%
• Regression Modeling 50%
• Predictive Modeling 50%
• Reconstruction Algorithm 50%
• Design Exploration 50%
• Property Condition 50%
• Deep Neural Network 50%
• Fuel Properties 50%
• Flow Development 50%
• Single-hole 50%
• Nonlinear Dimensionality Reduction 50%
• Autoencoder 50%
• Turbulent multiphase Flow 50%
• Diesel Injector 50%

Engineering

• Design Parameter 100%
• Dimensionality 100%
• Machine Learning Technique 100%
• Flow Dynamics 100%
• Autoencoder 100%
• Deep Neural Network 100%
• Multiphase Flow 100%

Chemical Engineering

• Learning System 100%
• Deep Neural Network 100%