Plasma parameter profile inference from limited data utilizing second-order derivative priors and physic-based constraints

Computer Science

• Gaussian Process 100%
• Profile Parameter 100%
• Data Analysis 66%
• Diagnostics 66%
• Analysis Technique 66%
• Integrated Data 66%
• Simulation Mode 33%
• Standards 33%
• Markov Chain 33%
• Regression 33%
• Unknown Parameter 33%
• Regularization 33%
• Analysis Framework 33%
• Bayesian Framework 33%

Physics

• Physics 100%
• Knowledge 66%
• Data Transmission 66%
• Model 33%
• Quality 33%
• Independent Variables 33%
• Standard 33%
• Plasma Physics 33%
• Transport Properties 33%
• Sampling 33%
• Monte Carlo 33%
• Markov Chain 33%