Stellar Systems Dynamics

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Related lectures (31)

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Explores the Collisionless Boltzmann equation, distribution functions, Jeans theorems, resonances, chaotic orbits, and equilibria in stellar systems.

Collisionless Systems Equilibrium

Explores collisionless systems equilibrium, anisotropic distribution functions, Jeans Equations, and models with finite potential.

Continuous Random Variables

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

Continuous Random Variables

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

Radiative Exchange: Specular View Factors

Covers specular view factors, radiative exchange, energy transfer, and numerical integration methods in thermal radiation.

Plasma Physics: Self-consistent Description

Covers the self-consistent description of a plasma and conservation principles.

Kinetic Theory: Distribution Function Evolution

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

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.

Probability and Statistics

Explores joint random variables, conditional density, and independence in probability and statistics.

Causal Systems & Transforms: Delay Operator Interpretation

Covers z Variable as a Delay Operator, realizable systems, probability theory, stochastic processes, and Hilbert Spaces.