CZECH TECHNICAL UNIVERSITY IN PRAGUE
STUDY PLANS
2023/2024

# Computer Simulations in Many-particle Physics 1

Code Completion Credits Range Language
12SFMC1 Z,ZK 4 3+1 Czech
The course is a substitute for:
Computer Simulations in Physics of Many Particles 1 (12PEMC1)
Garant předmětu:
Richard Liska
Lecturer:
Milan Předota
Tutor:
Richard Liska, Milan Předota
Supervisor:
Department of Physical Electronics
Synopsis:

Computer simulation types and possibilities, classical continuous and lattice model systems, principles of the Monte Carlo and molecular dynamics methods, the Ising model, model of hard spheres and of Lennard-Jones liquid, realization of simulations and measurement, simulations in various thermodynamic ensembles.

Requirements:
Syllabus of lectures:

to be translated

1. Introduction: Laboratory and computer experiment, Monte Carlo (MC) and Molecular Dynamics (MD) methods. Description of many-body system, inter-molecular forces, correlation functions.

2. Elementary MC: Mathematical formulation of the problem, naive and importance sampling, Metropolis algorithm, lattice systems, simulation in NPT and NVT ensembles, boundary conditions and technical details, optimization and error estimates. Applications: hard-sphere fluid and Lennard-Jones fluid.

3. Elementary MD: Equations of motion, Verlet a Gear integrators, kinetic coefficients. Applications: particles in homogeneous and radial gravitational field, homogenous Lennard-Jones fluid.

4. Advanced methods: Determination of entropic quantities, measurement of chemical potential, thermodynamic integration, non-Boltzmann sampling of configuration space, phase equilibria, Nosé thermostat for MD.

Syllabus of tutorials:

tbd

Study Objective:

Knowledge:

Knowledge of physics of many particles.

Skills:

Ability to use particle simulations.

Study materials:

Key references:

[1] I. Nezbeda, J. Kolafa, M. Kotrla, Úvod do počítačových simulací: Metody Monte Carlo a molekuární dynamiky, Karolinum, Praha, 2003.

[2] D. Landau, K. Binder, A Guide to Monte Carlo Simulations in Statistical Physics, Cambridge University Press, 2002.

[3] D. Frenkel, B. Smit, Understanding molecular simulation, Academic Press, San Diego, USA, 2002.

Recommended references:

[4] M.E.J. Newman, G.T. Barkema, Monte Carlo Methods in Statistical Physics, Oxford University Press, 2002.

Note:
Time-table for winter semester 2023/2024:
Time-table is not available yet
Time-table for summer semester 2023/2024:
Time-table is not available yet
The course is a part of the following study plans:
Data valid to 2023-08-30
Aktualizace výše uvedených informací naleznete na adrese https://bilakniha.cvut.cz/en/predmet4267206.html