Statistical mechanics: multiplicity

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SUMMARY

The discussion centers on calculating the multiplicity and entropy of a system where identical atoms adsorb onto a surface with N adsorption positions. The multiplicity is defined as Ω(n) = N! / (n! (N - n)!), applicable for 0 ≤ n ≤ N. The entropy S is derived using Stirling's approximation, resulting in S ≈ k_B (N ln N - n ln n - (N - n) ln (N - n)). Corrections to the signs in the entropy expression are crucial for accurate simplification, especially when expanding around n/N for large n and small n/N ratios.

PREREQUISITES
  • Understanding of statistical mechanics concepts, particularly multiplicity and entropy.
  • Familiarity with Stirling's approximation in combinatorial contexts.
  • Knowledge of Taylor expansion techniques for approximating functions.
  • Basic principles of thermodynamics, including temperature and energy relationships.
NEXT STEPS
  • Explore advanced applications of Stirling's approximation in statistical mechanics.
  • Learn about the derivation of the canonical ensemble and its relation to entropy.
  • Study the implications of temperature on entropy and energy distributions in thermodynamic systems.
  • Investigate the role of adsorption isotherms in physical chemistry and materials science.
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Students and researchers in physics, particularly those focusing on statistical mechanics, thermodynamics, and materials science, will benefit from this discussion.

SoggyBottoms
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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 [itex]-\epsilon[/itex] (so [itex]\epsilon > 0[/itex]). The adsorption positions are far enough away to not influence each other.

a) Give the multiplicity of this system for [itex]n[/itex] adsorbed atoms, with [itex]0 \leq n \leq N[/itex].

b) Calculate the entropy of the macrostate of n adsorbed atoms. Simplify this expression by assuming N >> 1 and n >> 1.

c) If the temperature of the system is T, calculate the average number of adsorbed atoms.

The Attempt at a Solution



a) [itex]\Omega(n) = \frac{N!}{n! (N - n)!}[/itex]

b) [itex]S = k_b \ln \Omega(n) = k_b \ln \left(\frac{N!}{n! (N - n)!}\right)[/itex]

Using Stirling's approximation: [itex]S \approx k_B ( N \ln N - N - n \ln n - n - (N - n) \ln (N - n) - (N - n) = k_B ( N \ln N - n \ln n - (N - n) \ln (N - n)[/itex]

A Taylor expansion around n = 0 then gives: [itex]S \approx k_B (- \frac{n^2}{2N} + ...)\approx -\frac{k_b n^2}{2N}[/itex]

c) I'm not even sure if the previous stuff is correct, but I have no idea how to do this one. Any hints?
 
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SoggyBottoms said:

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 [itex]-\epsilon[/itex] (so [itex]\epsilon > 0[/itex]). The adsorption positions are far enough away to not influence each other.

a) Give the multiplicity of this system for [itex]n[/itex] adsorbed atoms, with [itex]0 \leq n \leq N[/itex].

b) Calculate the entropy of the macrostate of n adsorbed atoms. Simplify this expression by assuming N >> 1 and n >> 1.

c) If the temperature of the system is T, calculate the average number of adsorbed atoms.

The Attempt at a Solution



a) [itex]\Omega(n) = \frac{N!}{n! (N - n)!}[/itex]

b) [itex]S = k_b \ln \Omega(n) = k_b \ln \left(\frac{N!}{n! (N - n)!}\right)[/itex]

Using Stirling's approximation: [itex]S \approx k_B ( N \ln N - N - n \ln n - n - (N - n) \ln (N - n) - (N - n) = k_B ( N \ln N - n \ln n - (N - n) \ln (N - n)[/itex]

A Taylor expansion around n = 0 then gives: [itex]S \approx k_B (- \frac{n^2}{2N} + ...)\approx -\frac{k_b n^2}{2N}[/itex]

c) I'm not even sure if the previous stuff is correct, but I have no idea how to do this one. Any hints?

Part (a) looks good, but you made a couple of sign mistakes in part (b). In the terms in the denominator you forgot to distribute the negative sign to the second term in n ln n - n and (N-n) ln(N-n). I've corrected the signs here:

[tex]S \approx k_B ( N \ln N - N - n \ln n + n - (N - n) \ln (N - n) + (N - n) = k_B ( N \ln N - n \ln n - (N - n) \ln (N - n)[/tex]

This change will result in some cancellations that help simplify your expression. Rewriting

[tex](N-n)\ln(N-n) = \left(1-\frac{n}{N}\right)N\ln N + (N-n)\ln\left(1-\frac{n}{N}\right)[/tex]

will help you make some more cancellations.

Another mistake you made in your original attempt was that you expanded around n = 0, but you are told n is much greater than 1, so you can't do that expansion. What you can do, however, is assume that while n is much greater than 1, it is still much less that N, such that n/N is small, and you can expand the above logarithms in n/N.

This will give you a simple expression for the entropy. To get the temperature, you need to write the entropy as a function of the total energy. Right now your entropy is a function of number. However, you are told how much energy there is per site, so you can figure out what the total energy is for n adsorbed atoms. Use this to rewrite the entropy in terms of the total energy.
 

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