What is Statistical mechanics: Definition and 393 Discussions

In physics, statistical mechanics is a mathematical framework that applies statistical methods and probability theory to large assemblies of microscopic entities. It does not assume or postulate any natural laws, but explains the macroscopic behavior of nature from the behavior of such ensembles.
Statistical mechanics arose out of the development of classical thermodynamics, a field for which it was successful in explaining macroscopic physical properties such as temperature, pressure, heat capacity, in terms of microscopic parameters that fluctuate about average values, characterized by probability distributions. This established the field of statistical thermodynamics and statistical physics.
The founding of the field of statistical mechanics is generally credited to Austrian physicist Ludwig Boltzmann, who developed the fundamental interpretation of entropy in terms of a collection of microstates, to Scottish physicist James Clerk Maxwell, who developed models of probability distribution of such states, and to American Josiah Willard Gibbs, who coined the name of the field in 1884.
While classical thermodynamics is primarily concerned with thermodynamic equilibrium, statistical mechanics has been applied in non-equilibrium statistical mechanics to the issues of microscopically modeling the speed of irreversible processes that are driven by imbalances. Examples of such processes include chemical reactions or flows of particles and heat. The fluctuation–dissipation theorem is the basic knowledge obtained from applying non-equilibrium statistical mechanics to study the simplest non-equilibrium situation of a steady state current flow in a system of many particles.

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  1. SalfordPhysics

    Derive Entropy Change for Ideal Monatomic Gas

    A Monatomic gas passes from state 1 (pressure p1, volume V1) to state 2 (p2, V2). Derive an expression for the change in entropy of a monatomic ideal gas. The required final equation is: ΔS = Cv ln(T2/T1) + nRln(V2/V1) In my attempt, I am retrieving ΔS = Cv ln(T2/T1) + Rln(V2/V1) i.e.; the...
  2. B

    Seeking Advice: Starting to Study Quantum Mechanics (and Statistical Mechanics)

    Dear Physics Forum personnel, I am a undergraduate sophomore with double majors in microbiology and chemistry. I have been involving in two research laboratories: theoretical physical chemistry (focused on inorganic chemistry & solid-state physics) and pathogenic bacteriology. I actually...
  3. K

    Statistical mechanics, spin average

    This is an exercise from an old examination that I am trying to understand by following the given solution to this problem. The exercise is about to calculate the four spin average <SiSjSkSl> and the indices i,j,k and l, given a Hamiltonian H. Solution: The problem is that i can't follow the...
  4. fluidistic

    Statistical mechanics, confused about an approximation and limits of integration

    Homework Statement Hello, I tried to solve a problem on my own and then I looked up a solution on the web, and I realize that it seems that I goofed. The problem statement can be found at http://www.hep.fsu.edu/~reina/courses/2012-2013/phy5524/homework/solutions/hw5_sol.pdf (Problem 1, part...
  5. fluidistic

    Statistical mechanics, ideal gas, Helmholtz FE and chem. pot.

    Homework Statement I am trying to solve a problem but I am confused on what's going on with an approximation. I have to find the pressure in function of V, T and N of an ideal gas using the partition function, then obtain the chemical potential in function of T, p and N and I must graph it in...
  6. A

    Statistical mechanics, bernoulli's forumula - collision freqency

    Hello, I am having trouble understanding collision frequency in following discussion from Kubo, $$collision\ frequency = \frac{1}{\frac{l}{v_{x}}}=\frac{p_{x}}{ml}$$ What am I missing ?
  7. WannabeNewton

    Vertical spring statistical mechanics

    Consider the following problem: A spring with spring constant ##k## is suspended vertically from a fixed support and the spring is in equilibrium with a heat bath of temperature ##T## and resides in a gravitational field ##g##. A mass ##m## is hung from the other end of the spring. Find the...
  8. L

    Statistical mechanics. Partition function.

    Homework Statement If ##Z## is homogeneous function with property ##Z(\alpha T,\alpha^{-\frac{3}{\nu}}V,N)## and you calculate Z(T,V,N). Could you calculate directly ##Z(\alpha T,\alpha^{-\frac{3}{\nu}}V,N)##. Homework Equations ##Z(T,V,N)=\frac{1}{h^{3N}N!}(2\pi m k...
  9. T

    Classical treatment of statistical mechanics

    I've been reading, in my own time, a first course in thermodynamics and they present a quantum treatment of statistical mechanics (discrete energy levels), but on the article for the partition function on wikipedia, I find out that there is a classical treatment of statistical mechanics as well...
  10. A

    Statistical Mechanics = Nightmare

    That's the only equation I know on the topic so far. I'm an undergrad physics major and one of my courses this term is statistical mechanics which I am finding to be overwhelmingly difficult to understand. Apparently the course is considered "graduate level," although they still require us to...
  11. N

    How to Calculate the Total Number of Particles in Different Energy States?

    Homework Statement A system of N particles has three possible energy levels namely; 0, E and 4E. How many particles does one expect in the second state at temperature T? Homework Equations It's a sample problem for our finals. Our Text book is Statistical Mechanics by Roger Bowley and...
  12. N

    Statistical Mechanics - Change in Entropy

    Homework Statement A system of N distinguishable particles is arranged such that each particle can exist in one of the two states: one has energy \epsilon_{1}, the other has energy \epsilon_{2}. The populations of these states are n_{1} and n_{2} respectively, (N = n_{1}+n_{2}). The system is...
  13. Alpharup

    A question on basics of statistical mechanics

    We don't have rigorous approach to statistical mechanics but have an intuitive one.We follow Concepts of Modern Physics by Sir Arthur Beiser. It is given that n(ε)=g(ε)f(ε) Here ε is the energy state. where according to my understanding n(ε)=number of particles which are present in an...
  14. L

    Suggestion on books for Thermal Physics and Statistical Mechanics

    I am planing to study thermal physics on my own as I got an incompetent faculty who doesn't know anything about this subject. I want to have a detailed understanding about the topic. So can somebody suggest me which book I should follow from the following list. 1. Schroeder, Thermal...
  15. T

    Is it okay if I don't like statistical mechanics?

    I'm taking stat mech right now (Kittel book) and...I might hate it. I love e&m, quantum, classical, relativity, but I like almost none of what we're doing in this class. It's not the type of physics I'm interested in and it's abstract in a way I don't like (I normally like abstraction). I know...
  16. R

    Thermodynamics and Statistical Mechanics

    Prove that the following two statements of the second law are equivalent (each one can be derived from the other): (a) “It is impossible for heat to flow spontaneously from a colder to a warmer body without causing other changes” (b) “It is impossible to convert all the heat taken from a...
  17. W

    Statistical Mechanics with worked examples

    I'm taking Stat Mech at the graduate level and I find the course incredibly frustrating in that it just feels like a whole lot of mathematical formalism without any examples. I've looked in Paritha, Huang, and Salinas and all these books seem the same in that they just looks like a bunch of...
  18. E

    An alternative introductory textbook for statistical mechanics

    An Introduction To Thermodynamics And Statistical Mechanics by Stowe is the course textbook for my Statistical Physics course I am having trouble with the book as it does NOT provide good examples and explanations nor does it have solutions just answers. I was wondering if there is Schaums or...
  19. A

    Statistical Mechanics: Microcanonical State Probability

    In a aislate system, the probability on a microcanonical state \Gamma is p(\Gamma ) = 1/K , if E<H<E + ΔE, and 0 on otherwise with K = \int_{\Gamma : E<H<E+ΔE} d \Gamma a) Show that ΔE →0, then p(\Gamma) = \frac{\delta (E-H)}{\int_{\Gamma : H=E} \delta(E-H)} b) Show that if...
  20. A

    Statistical mechanics problem of spin

    Homework Statement Consider a system consists of two subsystem A and A' in which A contains 3 spins and A' contains 2 spins. Suppose that, when the systems A and A' are initially separated from each other, measurements show the total magnetic moment of A to be - 3{\mu _0} and the total...
  21. M

    Book for Statistical mechanics

    I'm looking for a book on statistical physics. One's I've used already are Huangs Intro one and Sachs/Sens/Sexton. They're both great and the problems are great but neither provide answers nor are there any solutions to be found online so I have no idea if I understand the material. Could...
  22. C

    Statistical Mechanics, Simplifying dq/dT

    Homework Statement \frac{dq}{dT}=\sum_{i} g_i \frac{dq}{dT} e^{-\frac{ε_i}{kT}} = \frac{1}{kT^2}\sum_{i} g_i ε_i e^{-\frac{ε_i}{kT}} = \frac{1}{kT^2} \bar{ε} q Homework Equations q=\sum_{i} e^{-\frac{ε_i}{kT}} or for degenerate states, q=\sum_{I} g_i e^{-\frac{ε_I}{kT}} The Attempt at a...
  23. W

    Quick statistical mechanics problem

    Homework Statement In a large system of distinguishable harmonic oscillators, how high does the temperature have to be for the probable number of particles occupying the ground state to be less than 1? Homework Equations N(E_{n})=NAe^{\frac{-En}{K_{B}T}} E_{0}=0 (the textbook...
  24. S

    Math, Quantum Mechanics and Statistical Mechanics

    For the people who are in either of these fields, which math did you encounter most frequently in the field? Abstract Algebra, Analysis, Probability, Statistics, Calculus, or other? I have taken introductory courses for both topics at university and both seem to involve a wide range of math...
  25. A

    Integral of statistical mechanics

    Hello, i need solve de following integral \int ^{\infty}_0 \frac{x^3}{e^x+1} dx i tried with the fermi function but the factor e^x is different to e^{x-\eta}, and with the gamma function but the factor e^x+1 is different to e^x-1. Help please
  26. W

    Help Understanding Kerson Huang's Statistical Mechanics Textbook

    I am specifically referring to textbook "Statistical Mechanics" by Kerson Huang. It is not a general physics question, I am just trying to understand what is written in this specific book. So you can only really help if are familiar with it and have it at hand. I'm having trouble following...
  27. B

    Statistical Mechanics: particle density of an atmosphere

    Homework Statement I am supposed use stat mech to find the particle density in Earth's atmosphere given only the particle mass, and temperature, and the planet's mass I guess. And I don't really know where to begin. Obviously I need to use the grand canonical ensemble but I don't know where to...
  28. P

    Statistical Mechanics - Density of States Problem

    Homework Statement What is the density of states g(E) for a quantum system having the energy levels: En=hv(n+1/2)1/2 ,where n is a positive integer? Homework Equations g(E) = \frac{d\zeta}{dE} \zeta= area under curve of constant energy\area per state The Attempt at a Solution...
  29. M

    Khinchin: Mathematical Foundations Of Statistical Mechanics

    Hello, I'm a first year graduate student, and one of the required texts for my class is the book alluded to in the title. However, it seems to me that this book is written in the language of a mathematician, and is a bit inaccessible to me. Particularly, I'm having trouble following the...
  30. ShayanJ

    The birth of statistical mechanics

    This topic is about history of physics so I decided to post it in general physics section but it would be nice to have a history of physics(or maybe science)section. Anyway,during my statistical mechanics course,I realized QM is being used from the beginning,in contrast to other parts of...
  31. N

    Problems from statistical mechanics

    [hi] can you help me to solve these problems from statistical mechanics by pathria?? these problems are 7,8,11,13 and 14 in page 27 thank you
  32. micromass

    Statistical Mechanics: Theory and Molecular Simulation by Tuckerman

    Author: Mark Tuckerman Title: Statistical Mechanics: Theory and Molecular Simulation Amazon Link: https://www.amazon.com/dp/0198525265/?tag=pfamazon01-20
  33. micromass

    Statistical Mechanics by McQuarrie

    Author: Donald McQuarrie Title: Statistical Mechanics Amazon Link: https://www.amazon.com/dp/1891389157/?tag=pfamazon01-20
  34. Jalo

    Statistical mechanics - Partition function of a system of N particles

    Homework Statement Imagine a system with N distinguishable particles. Each particle may be in two states of energy: -ε and +ε. Find the the partition function of the system Homework Equations The Attempt at a Solution I know that I have to find the partition function for a...
  35. 1

    Reference for Axiomatic Quantum Statistical Mechanics

    I have gone through two volumes of Cohen (Quantum Mechanics). Now I need a book on Quantum Statistical Mechanics. The book should use axiomatic formulation using density matrix. Please give me a suggestion. ( I'm also introduced with 2nd quantization slightly) Thanks for any help in advance.
  36. Z

    Basic Statistical Mechanics question

    Homework Statement An isolated system has N=3 distinguishable particles A, B, C with single particle states equally spaced at intervalsof E and a total energy U=3E. ie the macrostate is defined by N=3, U=3E. The system has single particle levels 0, E, 2E, 3E. Homework Equations...
  37. S

    Postulates of Classical Statistical Mechanics

    can someone please explain "Postulates of Classical Statistical Mechanics" , "priori probability" , "equilibrium" ..i m a post graduatation student .and in physics these chapters are seem very difficult i need some step by step explanation ..
  38. C

    Deriving Expression for Population Fraction (Statistical Mechanics)

    Homework Statement A quasi-3 level solid-state laser gain medium consists of a ground state manifold containing two energy levels within which a single electron can be promoted, with the second energy 10meV above that of the lowest level. A. Where the gain medium is not optically pumped...
  39. T

    Thermodynamics with statistical mechanics pedagogy question

    I was wondering if it's common in undergraduate studies for statistical mechanics to be covered in the last 3-4 weeks of a thermodynamics course? I feel like the same is done for infinite series in a 2nd semester of calculus. Needless to say, both topics deserve much more time to fully do them...
  40. A

    Understanding Equipartition & Statistical Mechanics: Part a & b

    Homework Statement Part a: A monoatomic ideal gas is confined to move in two dimensions. What is Cv for this gas? Part b: Consider a system composed of N independent harmonic oscillators in two dimensions. What is Cv for the system?Homework Equations Cv = ∂U/∂T U = (number of degrees of...
  41. T

    Statistical Mechanics Textbook

    I'm looking for a first-year graduate level stat mech textbook. What are the best ones out there?
  42. C

    Statistical mechanics with a negative amount of atoms

    My advanced statistical mechanics prof told me that it wouldn't make any physical sense to allow N (the number of particles in a system) to be negative. But, somehow, I think that this possibility should be theoretically left open; perhaps there are some systems whose statistical behavior would...
  43. Y

    Best Books on Thermodynamics & Statistical Mechanics

    Hi. I'm reading my third year of a Swedish engineering degree and we are about to read Statistical Mechanics. The scope of this course is Thermodynamics (although we have already had a small course in it), Statistical Mechanics and some Quantum statistics. The course book is "Concepts in...
  44. facenian

    Clasical statistical mechanics

    Hello,I'm studing the fundamental principles of statistical mechanics and I don't understand the "principle of equal a priory probabities" for this reason: the principle states that all states in the representative emsemble have the same probability which means that the density \rho(p,q) should...
  45. E

    Statistical Mechanics: Phase Diagrams and Effusion

    Homework Statement There are two problems: The first problem is to calculate the slope of a phase-equilibrium line of a substance given its properties (Helium, Water, etc.) as the temperature approaches a certain value (in this case, T approaches zero). The second problem is the effusion of...
  46. C

    Statistical Mechanics centers in Europe

    Hi all, I am thinking of doing a PhD in theoretical statistical mechanics and would like to do it in Europe. I am having trouble finding institutes with a focus on SM or Physics/Mathematics departments strong in the field. Some guidance would be really appreciated. Thanks, and best...
  47. V

    Thermodynamics and statistical mechanics at the same time

    I'm a junior chemical engineering major. How much overlap is there between stat mech and engineering theromdynamics? I was thinking about taking both next semester assuming they are not too similar. Are the topics different enough to warrant taking them at the same time?
  48. S

    Searching for a Book on Statistical Mechanics - Help Appreciated!

    Hallo Everybody, I am following Professor Susskinds lectures on statistical mechanics, but can't find an appropriate book that is in line with what is presented in the lectures. Can anyone recommend a book that the lectures follow or which presents the same ideas as in the lectures? Your...
  49. N

    Any point in taking senior level Statistical Mechanics?

    So I am going into my senior year at a Canadian university this year. I plan on pursuing graduate school in accelerator physics thus I am trying to take courses that will prepare me well for this discipline. As such, I am trying to take several EM/RF engineering courses along with...
  50. J

    Statistical Mechanics - Books suggestions

    I'm taking Statistical Mechanics this semester. I already took Thermodynamics, covering the first three laws (0,1,2) at the level of Fermi's Thermodynamics book (and other similar ones). My Stat. Mech. teacher is a condensed matter experimentalist and he's boss at what he does, no question about...
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