Integration of Physical Knowledge in Empirical Models - A New Approach to Regression Analysis

Keyphrases

• Regression Analysis 100%
• Physical Knowledge 100%
• Modeling Algorithm 75%
• Shape Constraints 50%
• Design of Experiments 25%
• Measure Data 25%
• Extrapolation Behavior 25%
• Black-box Model 25%
• Polynomial Regression 25%
• Powertrain 25%
• Desktop Computer 25%
• Shape Regression 25%
• High-dimensional Optimization 25%
• Constrained Model 25%
• Exact Functional 25%
• Fitting Error 25%
• Functional Relationship 25%
• Model Optimization 25%
• Polynomial Model 25%

Engineering

• Dependent Variable 100%
• Empirical Model 100%
• Measurement Data 50%
• Optimisation Problem 50%
• Black-Box Model 50%
• Powertrain 50%
• Design of Experiments 50%
• Polynomial Model 50%
• Functional Relationship 50%

Computer Science

• Modeling Algorithm 100%
• Dependent Variable 66%
• Optimization Problem 33%
• Measurement Data 33%
• Polynomial Regression 33%
• Constrained Model 33%
• Desktop Machine 33%