Uncovering turbulent plasma dynamics via deep learning from partial observations

Keyphrases

• Two-fluid Theory 100%
• Deep Learning 100%
• Turbulent Plasma 100%
• Plasma Dynamics 100%
• Partial Observation 100%
• Electron Pressure 50%
• Magnetized Plasma 50%
• Equilibrium Model 50%
• Partial Differential Equations 50%
• Advanced Design 50%
• Edge Turbulence 50%
• Turbulence Theory 50%
• Plasma Turbulence 50%
• Turbulent Field 50%
• Reactor Performance 50%
• Plasma Diagnostics 50%
• Magnetic Confinement Fusion 50%
• Reactor Operation 50%
• Deep Learning Framework 50%
• Edge Plasma Turbulence 50%
• Physics-informed Deep Learning 50%

Physics

• Plasma Turbulence 100%
• Plasma Dynamics 100%
• Deep Learning Method 100%
• Physics 50%
• Plasma Diagnostics 50%
• Partial Differential Equation 50%

Engineering

• Deep Learning Method 100%
• Plasma Diagnostics 50%
• Magnetic Confinement 50%
• Braginskii 50%
• Boundary Model 50%
• Partial Differential Equation 50%
• Equilibrium Model 50%