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. F

    Statistical Mechanics - Random Walk

    I'm reading through Reif's "Statistical Mechanics" to prepare for the upcoming semester. Basically, a drunk guy takes N total steps, n1 to the right and n2 to the left. The probability that the current step will be to the right is "p," while the probability that the current step will be to the...
  2. A

    Tolman's Principles of Statistical Mechanics

    Hi, I'm looking for a good book on statistical mechanics (to go with a course) and I've been considereing Tolman's book http://books.google.be/books?id=4TqQZo962s0C&printsec=frontcover&source=gbs_ge_summary_r&cad=0#v=onepage&q&f=false Is this book still up to date with the quantum mechanics...
  3. N

    Where's the LOVE for statistical mechanics

    I see a lot of talk about QM, relativity, particle physics, classical mechanics, electrodynamics, etc. But I hardly see statistical mechanics (or pure thermodynamics, for that matter) related matters, beyond the pure basics, that is. What's the reason for this? Is it perceived to be less...
  4. K

    Book: Swendson intro to statistical mechanics and thermodynamics

    hi! i study statistical mechanics from this book at the moment and I'm a little bit confused somtimes. i thougt if anybody else is using this book, we could discuss and clarify confusions (or errata) here. please let me know if anyone is out there... greetings!
  5. Q

    Cross section computation - Huang's Statistical Mechanics

    I am reading chapter three of Huang's Statistical Mechanics and I have a problem with equation (3.22). Having discussed the derivation of the classical cross section for a scattering process, Huang moves on to the quantum version of it. He states that in quantum mechanics the fundamental...
  6. W

    Recommendation for a Thermodynamics and/or Statistical Mechanics text?

    Right now I have Schroeder, and I'm not a fan of it, despite some of the rave reviews I have read. I'm thinking I need another text to learn from while taking this class. I have a copy of Fermi's Thermodynamics (somewhere), but I'm not exactly sure what's in it. I just think it's silly that I'm...
  7. N

    Why is the uniform measure natural in (equilibrium) statistical mechanics?

    For example the microcanonical ensemble uses a dirac delta distribution on a certain energy shell E, which is not actually a uniform distribution (even on the energy shell), but it comes close. Why is uniformity (in phase space, or a relevant restriction thereof) natural for equilibrium...
  8. T

    Object Jumping from Quantum Vibrations Statistical Mechanics

    According to quantum mechanics, every particle has an uncertainty of position and momentum. Particles have quantum vibrations. So is it possible for all the atoms in an object to vibrate at the same time in the same direction making the object as a whole move? If so, what kind of energy would...
  9. C

    Statistical Mechanics of Blue and Orange Bacteria

    Homework Statement 500 blue and 500 orange bacteria are placed in a growth medium. Each bacterium divides every hour. A predator eats exactly 1000 bacteria per hour irrespective of color. a) What is the ultimate probability distribution for the colors of bacteria in the growth medium? b) How...
  10. S

    Statistical mechanics: Particles with spin

    Homework Statement We have N particles, each of which can either be spin-up (s_i = 1) or spin-down (s_i = -1) with i = 1, 2, 3...N. The particles are in fixed position, don't interact and because they are in a magnetic field with strength B, the energy of the system is given by: E(s_1...
  11. S

    Statistical mechanics: Particle on a spring

    Homework Statement A classical particle with mass m is in thermal equilibrium with a fluid at temperature T. The particle is stuck to a harmonic ('Hookean') spring and can only move on a horizontal line (-\infty < x < \infty). The position of the particle is x = 0 if the spring is in its...
  12. I

    Statistical mechanics textbook

    I'm starting a self teaching in statistical mechanics, so I would appreciate suggestions about the most appropriate textbook for this purpose. Thanks.
  13. S

    Statistical mechanics: multiplicity

    Homework Statement We have a surface that can adsorb identical atoms. There are N possible adsorption positions on this surface and only 1 atom can adsorb on each of those. An adsorbed atom is bound to the surface with negative energy -\epsilon (so \epsilon > 0). The adsorption positions are...
  14. H

    Understanding Statistical Mechanics: Entropy and Variance in Equilibrium Systems

    \Omega^(0)(E) = \Omega(E)\Omega(E^(0) - E), a) Write this equation in terms of entropy b)Taylor series expand this resulting equation to 2nd order in the individual energies.Use the fact that the subsystems are in equilibrium with a total xed energy to simplify the resulting expression...
  15. S

    Mean = Most Probable Value - Statistical Mechanics

    Hey guys, In statistical mechanics I need to explain why the mean value is approximately equal to the most probable value for systems with a large number of random variables. Now I can provide an example of the binomial distribution and show what happens when N tends to infinity ( it goes...
  16. U

    Analytic Continutation of Quantum Statistical Mechanics

    In A. Zee's book "QFT in a Nutshell" he glosses over the idea that the path integral approach and the partition function are related loosely by the correspondence principle, and alludes to some deep fundamental insight behind QFT. But then he moves on. Anyone know where I could read up more on this?
  17. H

    Statistical Mechanics: Using 3 Ensembles for Problem Solving

    could we use three ensembles(microcanonic, canonic, grandcanonic) in cases of each problems? or can we solve any problem by using every one of these ensembles?
  18. S

    Statistical Mechanics - Maximum Temperature

    Statistical Mechanics -- Maximum Temperature We know that at zero degrees kelvin the only energy is zero point energy. As we heat a substance, the atoms move faster and faster. The question is, is there a maximum temperature since the fastest a atom can move is the speed of light?
  19. C

    What is the meaning of non-degenerate in statistical mechanics?

    why do we say that a classically behaved gas is non-degenerate and a quantum behaved gas is degenerate? I can't get why the word of "degeneracy" here can distinguish two kinds of behavior of gas.
  20. W

    What Books Continue Ballentine's Approach to Quantum Statistical Mechanics?

    Having learned the fundamentals of quantum mechanics from Ballentine, I am now looking around for books on quantum statistical mechanics. However, I find most of them in-complete. I don't want to fuss, but I really liked Ballentine's approach and would like to continue with something similar. Do...
  21. B

    Statistical mechanics: Sums of exponentials with sums.

    Homework Statement I'm working through an example from class and the textbook, but I'm confused about how the steps progress mathematically. The example involves the Gibb's partition for a paramagnet. \sum_{s} exp(\beta \mu B \sum_{i}^{N} s) Where s = -a,-a+1...a for each spin...
  22. S

    Statistical Mechanics: Partial derivative with fixed variable

    1. Homework Statement Given y = xz5 and x = zg find : (∂y / ∂x)z (∂y / ∂x)g 2. Homework Equations 3. The Attempt at a Solution I understand the concept of a partial derivative, but I've never seen one such that there is a variable held fixed, or one where ∂x is not changing...
  23. J

    What Are the Classic Textbooks in Classical Statistical Mechanics?

    What are the classics in the area of (classical) statistical mechanics / kinetic theory? Is there anything as universally-lauded as, say, Jackson's Classical Electrodynamics or Goldstein's Classical Mechanics are in their respective fields?
  24. B

    Confusing question about statistical mechanics

    Homework Statement Optical tweezers have been used to control and manipulate atoms. For simplicity, we model a very small quantum tweezer as a structure having quan- tum levels with energies E n = n, where n = 0, 1, 2...N, and N  1. A) Assume that the atoms are distinguishable and...
  25. B

    Statistical mechanics of neutrinos

    Homework Statement Neutrinos are massless spin-1/2 particles (ignore their tiny finite masses). There are 6 types of neutrinos (3 flavours of neutrinos and 3 of anti-neutrinos), and each has just one possible polarization state. In the early universe neutrinos and antineutrinos were in...
  26. E

    Statistical mechanics - density of states

    Hi, I'm studying statistical mechanics from Reif's book. In his book Reif is reaching the conclusion that the number of states avaiable to a system at energy E (up to some small uncertainty in the energy due to finite observation) with f degrees of freedom is proportional to E^f . There is...
  27. A

    Statistical Mechanics Math Problem

    I was reading the solution to a statistical mechanics problem and this showed up: http://imageshack.us/photo/my-images/196/grddar.jpg/ S2N-1 = the area of the 2N-1 dimensional unit sphere. Could anyone shed some light on how these expressions equal each other, I am quite dumbfounded :(.
  28. A

    Introductory Statistical Mechanics - counting number of microstates

    Homework Statement Consider a system composed of 2 harmonic oscillators with frequencies w and 2w respectively (w = omega). The total energy of the system is U=q * h_bar * w, where q is a positive negative integer, ie. q = {1, 3, 5, ...}. Write down the number of microstates of the system...
  29. A

    Statistical Mechanics - Specific Heat Capacity

    Homework Statement Give an physical explanation to why the specific heat capacity goes to zero as temperature goes to zero. Homework Equations The Attempt at a Solution I was simply thinking that around absolute zero the average kinetic energy of the particles should be zero...
  30. M

    Maxwell-Boltzmann Distribution (Statistical Mechanics)

    Im having a hard time visualizing the 2 level energy state that my professor is lecturing about in our discussions on the Maxwell-Boltzmann Distribution within our Thermodynamics section. He keeps saying the "molecule will jump up to the next level at a higher temperature" What exactly is he...
  31. E

    Statistical Mechanics: classical Heisenberg Model

    Homework Statement You have a latice of particles that all have spin 1, but they can change the direction of their spin so constraint \left|S_j\right|=1. There is only interaction with the closest neighbours so we have the following hamiltonian: H = -J \sum_{\left\langle ij \right\rangle}...
  32. Truecrimson

    [Statistical Mechanics] An adsorption model

    Homework Statement Please look at P9 in http://panda.unm.edu/pandaweb/graduate/prelims/SM_S09.pdf "Now consider a metal surface in which the M adhesion sites are comprised of equal populations of sites of two different types..." Homework Equations The entropy and the chemical potential of a...
  33. S

    Statistical Mechanics Demo & Mr. Wizard

    I'm looking for a demo on video that illustrates some elementary point about Maxwell and stat mechanics. I have a video from TV of the Mr. Wizard (one of the first science programs on TV) show that talks about "Predicting the Improbable." I'd like to show it to a class, but it's one of his...
  34. B

    Solving Statistical Mechanics PS6: Consider N Oscillators

    Homework Statement Trying to solve 2(a) on this problem set...
  35. Y

    Statistical Mechanics - One dimensional Polymer

    Homework Statement Consider a polymer formed by connecting N disc shaped molecules into a one dimensional chain. Each molecule can align along either its long axis (of length 2a) or short axis (of length a ). The Energy of the monomer aligned along its shorter axis is higher by e, that is the...
  36. K

    Statistical mechanics - diatomic particles leaving and entering a box

    Homework Statement A box of volume .5m^3 contains air pressure 3*10^5 n/m^2, and air composition of 80% N2 and 20% O2. There is a small hole of area 1*10^6 m^2 in one face. The exterior of the box has air of the same composition and temperature but pressure of 1*10^5. How long will it...
  37. K

    Statistical mechanics and thermodynamics problem - pressure from in a box

    Homework Statement A box of volume .5m^3 contains air pressure 3*10^5 n/m^2, and air composition of 80% N2 and 20% O2. There is a small hole of area 1*10^6 m^2 in one face. The exterior of the box has air of the same composition and temperature but pressure of 1*10^5. How long will it...
  38. S

    Why Do Causal Dynamical Triangulations Utilize a Partition Function?

    I just want to ask why Causal Dynamical Triangulations use a partition function for describing the dynamics of the whole theory. Does the theory have some deep relation to statistical mechanics because of this formulation of the theory? Or is the partition function also a usual terminology to...
  39. V

    Statistical Mechanics: Phase Transitions & Phase Diagrams

    why phase transitions and points in phase diagrams important?
  40. S

    Is Quantum Statistical Mechanics a Quantum Field Theory?

    Hi there PF. I just want to ask, whether Quantum Statistical Mechanics is a Quantum field theory. If not, is there anything else that describes entropy and thermodynamics in terms of a Quantum field theory?
  41. Vladimir Matveev

    The significance of non-ergodic property of statistical mechanics systems for underst

    Dear Colleagues, I would like to submit to your court the article in which we attempt a physical analysis of living matter. Biology is a very difficult field for physics as a result errors are very likely. We would appreciate guidance on possible errors. Prokhorenko DV and Matveev VV. The...
  42. Simfish

    Physical Chemistry vs Statistical Mechanics notation

    Are they different in any significant ways? Are they frequently confusing? For whatever reason, I find pchem books somewhat hard to read (for now) because something with the notation is confusing me. Statistical Mechanics books are much more readable. Okay, for some reason, I understand things...
  43. A

    Statistical Mechanics and Nuclear Physics books

    As the title suggests, does anyone know any good books for (introductory) Statistical Mechanics and/or Nuclear Physics? Any input is greatly appreciated :-p.
  44. S

    Electrostatics/ Statistical Mechanics

    Homework Statement I am working a problem similar to this problem, (problem 2.18)...
  45. F

    Statistical mechanics and probability

    One of the things I've learned about probability is that it seldom = 0. For example, the probability of a giant meteor hitting Earth is incredibly low, but it isn't zero. Thats why it happened (eventually). So let's extend this to statistical mechanics. My understanding of (say) a thermometer...
  46. B

    Statistical mechanics question

    Homework Statement Suppose that by some artificial means it is possible to put more electrons in the higher energy state than in the lower energy state of a two level system. Now it is clear that this system cannot be an equilibrium situation, but, nevertheless, for the time that the system is...
  47. B

    Statistical mechanics question

    Homework Statement Suppose that by some artificial means it is possible to put more electrons in the higher energy state than in the lower energy state of a two level system. Now it is clear that this system cannot be an equilibrium situation, but, nevertheless, for the time that the system...
  48. C

    Paradox in isentropic expansion? (statistical mechanics)

    If I have a container containing a liquid mixed with some other substance that has much a higher boiling point (i.e. water and salt). This liquid will be in equilibrium with its vapor (the salt vapor pressure is negligible). Now I quasi-statically adiabatically expand this vapor. Isentropic...
  49. B

    What Is the Rough Estimate for Temperature in Statistical Mechanics Homework?

    Homework Statement Please see attached Homework Equations The Attempt at a Solution Ok so I've done the first part okay and got S = 17.38 times the Boltzmann constant. Just don't see how to make a rough estimate of the temp.. what is epsillon>?
  50. facenian

    Classical statistical mechanics question

    Hello. I read this assertion in a book: if we take at an initial time t_0 a constant density distribution \rho(p,q,t_0) in phase space, then this implies that \rho wil remain independent of time for all t>t_0 because by Liouville's theorem \frac{\partial\rho}{\partial...
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