Lectures related to Equilibrium and Distribution

Kinetic Theory: Distribution Function Evolution

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

Molecular Dynamics: Lennard-Jones Liquid

Explores the molecular dynamics simulation of a Lennard-Jones liquid and its equilibrium velocity distribution.

Plasma Physics: Self-consistent Description MOOC: Plasma Physics: Introduction

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

Chemical Equilibria and Reactivity

Explores gas properties, pressure, ideal and real gases, energy in reactions, and gas laws.

Molecular dynamics under constraints

Explores molecular dynamics simulations under holonomic constraints, focusing on numerical integration and algorithm formulation.

Efficient Stochastic Numerical Methods

Explores efficient stochastic numerical methods for modeling and learning, covering topics like the Analytical Engine and kinase inhibitors.

Quantum Jump: Theory and Algorithms

Explores the theory of quantum jumps in open quantum systems and their simulation.

Simulation & Optimization: Poisson Process & Random Numbers

Explores simulation pitfalls, random numbers, discrete & continuous distributions, and Monte-Carlo integration.

Astrophysical Fluids & Plasmas

Explores the composition of the cosmos, dynamics of fluids and plasmas, and conservation equations.

Neutrino Decoupling in Early Universe

Explores neutrino decoupling in the early universe and its implications on cosmic evolution.

Statistical Physics: Systems Isolation

Explores statistical physics concepts in isolated systems, focusing on entropy and disorder.

Mixture Models: Simulation-based Estimation

Explores mixture models, including discrete and continuous mixtures, and their application in capturing taste heterogeneity in populations.

Monte Carlo Methods: Thermal Radiation Applications

Discusses the application of Monte Carlo methods in thermal radiation analysis, focusing on probability functions and numerical integration techniques.

Overview of Particle Physics and Rutherford Scattering

Covers the constituents of matter, fundamental forces, the Standard Model, natural units, and particle interaction experiments.

Scientific Computing in Neuroscience

Explores the history and tools of scientific computing in neuroscience, emphasizing the simulation of neurons and networks.

Particle Detection: Stable Particles and Lifetime

Explores the detection of stable particles in particle physics experiments, covering observed and unobserved particles, their lifetimes, and the impact of Lorentz boost.

Random Walk Simulation: Mean Displacement and Diffusion Coefficient

Covers random walk simulation, mean displacement, and diffusion coefficient calculations for weakly ionized particles.

Simulation in Biophysics

Explores simulation in biophysics, covering types, applications, considerations, and precision in soft matter problems.

Simulation: Control of Dynamic Systems

Explores simulation of common structures and control of dynamic systems through friction and elasticity constants.

Temperature and Kinetic Energy Log in to Mediaspace to watch this video

Explores the relationship between temperature and kinetic energy in thermodynamics and the Boltzmann distribution.