I give a concise introduction to some essential concepts of statistical mechanics:
1. Probability theory (constrained distributions, concentration theorem, frequency estimation, hypothesis testing);
2. Macroscopic systems in equilibrium (macrostate, thermodynamic variables, entropy, first law, thermodynamic potentials, correlations);
3. Linear response (Kubo formula).
%0 Journal Article
%1 Rau2008StatMechNutshell
%A Rau, Jochen
%D 2008
%J arXiv
%K lecture-notes statistical-mechanics
%T Statistical Mechanics in a Nutshell
%U https://arxiv.org/abs/physics/9805024v1
%X I give a concise introduction to some essential concepts of statistical mechanics:
1. Probability theory (constrained distributions, concentration theorem, frequency estimation, hypothesis testing);
2. Macroscopic systems in equilibrium (macrostate, thermodynamic variables, entropy, first law, thermodynamic potentials, correlations);
3. Linear response (Kubo formula).
@article{Rau2008StatMechNutshell,
abstract = { I give a concise introduction to some essential concepts of statistical mechanics:
1. Probability theory (constrained distributions, concentration theorem, frequency estimation, hypothesis testing);
2. Macroscopic systems in equilibrium (macrostate, thermodynamic variables, entropy, first law, thermodynamic potentials, correlations);
3. Linear response (Kubo formula). },
added-at = {2017-05-10T05:32:00.000+0200},
arxiv = {physics/9805024},
author = {Rau, Jochen},
biburl = {https://www.bibsonomy.org/bibtex/2acef57952987c0fb32b550f2b2401310/salotz},
interhash = {2d57605670b071f6b245491f810a7642},
intrahash = {acef57952987c0fb32b550f2b2401310},
journal = {arXiv},
keywords = {lecture-notes statistical-mechanics},
timestamp = {2017-05-10T05:34:11.000+0200},
title = {Statistical Mechanics in a Nutshell},
url = {https://arxiv.org/abs/physics/9805024v1},
year = 2008
}