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1 | (76) |
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1.1 Probability Set Function |
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1 | (6) |
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1.2 Random or Stochastic Variables |
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7 | (2) |
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1.3 The Probability Density Function |
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9 | (5) |
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1.4 The Distribution Function |
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14 | (10) |
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1.5 Expectations and Moments |
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24 | (14) |
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1.6 Conditional Probability and Marginal and Conditional Distribution |
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38 | (12) |
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1.7 Stochastic Independence |
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50 | (4) |
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1.8 Particular Distributions |
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54 | (14) |
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1.8.1 The Binomial Distribution |
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54 | (3) |
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1.8.2 The Poisson Distribution |
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57 | (5) |
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1.8.3 The Normal or Gaussian Distribution |
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62 | (6) |
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1.9 The Central Limit Theorem |
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68 | (2) |
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1.10 The Language of Fluid Turbulence |
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70 | (7) |
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2 The Boltzmann Transport Equation |
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77 | (60) |
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2.1 Derivation of the Boltzmann Transport Equation |
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77 | (6) |
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2.2 The Boltzmann Collision Operator |
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83 | (9) |
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2.3 The Boltzmann Equation and the Fluid Equations |
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92 | (9) |
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2.4 The Chapman-Enskog Expansion |
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101 | (13) |
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2.5 Application 1: Structure of Weak Shock Waves |
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114 | (15) |
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2.6 Application 2: The Diffusion and Telegrapher Equations |
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129 | (8) |
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3 Collisional Charged Particle Transport in a Magnetized Plasma |
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137 | (58) |
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3.1 The Kinetic Equation and Moments for a Magnetized Plasma |
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137 | (9) |
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3.2 Markov Processes, the Chapman-Kolmogorov Equation, and the Fokker-Planck Equation |
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146 | (1) |
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3.3 Collision Dynamics, the Rosenbluth Potentials, and the Landau Collision Operator |
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147 | (7) |
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3.4 Electron-Proton Collisions |
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154 | (2) |
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3.5 Collisions with a Maxwellian Background |
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156 | (3) |
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3.6 Collision Operator for Fast Ions |
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159 | (1) |
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3.7 Transport Equations for a Collisional Electron-Proton Plasma |
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160 | (13) |
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3.8 Application 1: Transport Perpendicular to a Mean Magnetic Field |
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173 | (6) |
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3.9 Application 2: The Equations of Magnetohydrodynamics |
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179 | (9) |
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3.10 Application 3: MHD Shock Waves |
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188 | (7) |
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4 Charged Particle Transport in a Collisionless Magnetized Plasma |
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195 | (40) |
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4.1 The Focussed Transport Equation |
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195 | (14) |
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4.2 Quasi-Linear Transport Theory of Charged Particles: Derivation of the Scattering Tensor |
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209 | (4) |
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4.3 Hydrodynamic Description of Energetic Particles |
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213 | (15) |
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4.4 Application 1: Diffusive Shock Acceleration |
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228 | (7) |
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5 The Transport of Low Frequency Turbulence |
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235 | (18) |
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5.1 Mean Field Description of MHD Fluctuations |
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235 | (4) |
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5.2 The Transport Equation for the Magnetic Energy Density |
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239 | (5) |
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5.3 Modelling the Dissipation Terms |
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244 | (9) |
References |
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253 | (2) |
Index |
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255 | |