Supervised learning approaches to modeling pedestal density

Keyphrases

• Tokamak 100%
• Supervised Learning Method 100%
• Machine Control 100%
• Pedestal Density 100%
• Predictive Quality 100%
• Control Parameters 66%
• Simplified Model 66%
• High Performance 33%
• Plasma Scenarios 33%
• Plasma Pressure 33%
• State of Charge 33%
• Physical Processes 33%
• High-fidelity Simulation 33%
• Root Mean Square Error 33%
• Control Information 33%
• Scaling Laws 33%
• Supervised Learning 33%
• Log-linear 33%
• Linear Scaling 33%
• GitHub 33%
• Deep Learning Model 33%
• Effective Charge 33%
• Ensemble Learning Model 33%
• Parameter Decision 33%
• Physical Scaling 33%
• Decision Tree Ensemble 33%
• Log-linear Regression 33%
• Top Pressure 33%
• Tokamak Pedestal 33%

INIS

• density 100%
• learning 100%
• modeling 100%
• tokamak devices 100%
• control 75%
• plasma 75%
• simulation 25%
• performance 25%
• information 25%
• errors 25%
• roots 25%
• plasma pressure 25%
• charge states 25%
• scaling laws 25%
• decision tree analysis 25%
• effective charge 25%

Physics

• Tokamak Device 100%
• Blood Plasma 100%
• Physical Process 25%
• Deep Learning Method 25%