Regularized random-sampling high dimensional model representation (RS-HDMR)

Mathematics

• High Dimensional Model Representation 100%
• Random Sampling 72%
• Orthonormal Polynomials 22%
• Ignition 12%
• Interpolation Error 11%
• Combustion 10%
• Small Sample Size 9%
• Regularization Method 9%
• Basis Functions 8%
• Hierarchy 7%
• High-dimensional 7%
• Prediction 6%
• Oscillation 6%
• Sample Size 6%
• Output 6%
• Testing 6%
• Equivalence 6%
• Range of data 5%
• Model 2%

Chemical Compounds

• Sampling 50%
• Error 45%
• Domain Boundary 45%
• Dimension 23%
• Pressure 17%
• Time 10%

Engineering & Materials Science

• Sampling 42%
• Polynomials 11%
• Ignition 6%
• Interpolation 6%
• Set theory 4%
• Air 4%
• Testing 3%
• Temperature 3%