Lectures related to Plasma Distribution Functions

Covers the stability criteria in plasma waves, focusing on the Norton-Garder Theorem.

Physical Meaning of Terms in Acoustic Waves

Explores the physical interpretation of terms in acoustic wave equations and the balance between wave steepening and linear dispersion.

Ideal MHD Waves

Covers the concept of Ideal MHD waves and the behavior of plasma under different conditions.

Plasma Instabilities: Unstable Domain Mapping

Explores the mapping of unstable domains in plasma instabilities and the conditions for instability.

Kinetic Theory: Distribution Function Evolution

Explores the evolution of the distribution function describing particles in phase space.

Fluid Quantities and Two-Fluid Model

Covers fluid quantities, moments of kinetic equation, two-fluid model, and plasma turbulence simulation.

Plasma Physics: Impact Ionisation and Random Walk

Explores impact ionisation in plasma physics and the random walk model as a key challenge in understanding plasma confinement.

Electrostatic Waves: Magnetic Field Interaction

Explores the interaction of electrostatic waves with the magnetic field in plasma physics.

Normal Distribution: Properties and Calculations

Covers the normal distribution, including its properties and calculations.

Continuous Random Variables

Covers continuous random variables, probability density functions, and distributions, with practical examples.

Turbulence: Numerical Flow Simulation

Explores turbulence characteristics, simulation methods, and modeling challenges, providing guidelines for choosing and validating turbulence models.

Fundamental Limits of Gradient-Based Learning

Delves into the fundamental limits of gradient-based learning on neural networks, covering topics such as binomial theorem, exponential series, and moment-generating functions.

Linear Momentum Conservation and Stress in Continuum

Explores the conservation of linear momentum and stress in a continuum, focusing on governing equations and constitutive laws.

Continuous Random Variables

Explores continuous random variables, density functions, joint variables, independence, and conditional densities.

Continuum Mechanics: Conservation Laws, Tensor Objects, and Fluid Dynamics

Covers conservation laws, tensor objects, and fluid dynamics in Continuum Mechanics.

Common Distributions: Moment Generating Functions

Explores common probability distributions, special distributions, and entropy concepts.

Plasma Two-fluid Model

Explores the two-fluid model in plasma physics, focusing on linearization and equilibrium conditions.

Heat Transfer: Windows and Coatings

Explores heat transfer in windows and coatings, analyzing spectral transmittance, reflectance, and absorptance in various scenarios.

Plasma Waves: Two-Fluid Model

Explores plasma waves described by the two-fluid model and the behavior of Langmuir waves.

Coq: Introduction

Introduces Coq, covering defining propositions, proving theorems, and using tactics.