Lecture

Monte Carlo Simulations

In course

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Description

This lecture covers Monte Carlo simulations, focusing on the Maxwell-Boltzmann Distribution, ensemble properties evaluation, and numerical integration techniques. It explains the Metropolis algorithm and importance sampling for efficient ensemble averages evaluation.

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Instructor

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Official source

https://mediaspace.epfl.ch/media/0_f0m6p7gv

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Ontological neighbourhood

Physics

Thermodynamics: Statistical mechanics

Mathematics

Analysis: Numerical analysis

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