Extended melt-conveying models for single-screw extruders: Integrating domain knowledge into symbolic regression

Keyphrases

• Symbolic Regression 100%
• Single Screw Extruder 100%
• Dissipation Rate 100%
• Three-dimensional (3D) 66%
• Screw Channel 66%
• Power-law Fluid 66%
• Genetic Programming 33%
• Regression Model 33%
• Numerical Solution 33%
• Regression Analysis 33%
• High Performance 33%
• Accurate Solution 33%
• Industrial Application 33%
• Screw 33%
• Numerical Results 33%
• Non-Newtonian Fluid 33%
• Approximation Methods 33%
• Process Knowledge 33%
• Flow Condition 33%
• Flow Equation 33%
• Analytical Approximation 33%
• Surrogate Model 33%
• Parametric Design 33%
• Screw Design 33%
• Dimensionless Form 33%
• Design Study 33%
• Numerical Simulation Results 33%
• Mathematical Problems 33%
• Extruder Screw 33%
• Regression-based Method 33%
• Finite Volume Solvers 33%
• Application Integration 33%
• Dimensional Analysis 33%
• Fully Developed Flow 33%
• Integrated Domain 33%
• Channel Identification 33%

Engineering

• Single Screw Extruder 100%
• Symbolics 100%
• Flow Rate 100%
• Domain Knowledge 100%
• Dissipation Rate 100%
• Flow Velocity 100%
• Broad Range 66%
• Influencing Parameter 66%
• Screw Channel 66%
• Power Law Fluid 66%
• Industrial Applications 33%
• Accurate Solution 33%
• Simulation Result 33%
• Flow Condition 33%
• Dimensionless 33%
• Flow Equation 33%
• Numerical Solution 33%
• Surrogate Model 33%
• Screw Extruder 33%
• Dimensional Analysis 33%
• Parametric Design 33%
• Dimensionless Form 33%
• Fully Developed Flow 33%
• Computer Simulation 33%
• Newtonian Fluid 33%