Comparison of machine learning algorithms in the interpolation and extrapolation of flame describing functions

Keyphrases

• Algorithm Performance 50%
• Cubic Spline Interpolation 50%
• Flame Describing Function 100%
• Gaussian Process 100%
• Gaussian Process Regressor 50%
• Limit Cycle Amplitude 50%
• Machine Learning Algorithms 100%
• Model Sensitivity 50%
• Performance Prediction 50%
• Simulation Data 50%
• Uncertainty Quantification 50%

Engineering

• Cubic Spline 33%
• Data Point 66%
• Gaussians 100%
• Limit Cycle 33%
• Machine Learning Algorithm 100%
• Measurement Point 33%
• Regressors 33%
• Test Time 33%
• Uncertainty Quantification 33%

Chemical Engineering

• Learning System 100%