Thermal/Statistical Physics Problem

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In summary, the conversation discusses a problem involving the binomial distribution and finding the mean and standard deviation of the number of molecules in a given subvolume. The probability of a molecule being in the subvolume is known, and from there the probability of a specific number of molecules can be calculated. The conversation also mentions the use of the binomial distribution to find the standard deviation and suggests looking up the standard deviation of a binomial distribution.
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The problem set can be found here: http://www.physics.utoronto.ca/%7Epoppitz/hw1.pdf I am mainly having a problem with question II Part 2.

Here's what I have so far:

II) 1. Since the probability that a given molecule is in a subvolume [tex]V[/tex] is [tex]\frac{V}{V_0}[/tex]. It follows that the mean number of molecules is proportional to this ratio as well.

[tex]\frac{<N>}{N_0} = \frac{V}{V_0}[/tex]
[tex]<N> = \frac{V N_0}{V_0}[/tex]

2.
[tex]<(N-<N>)^2> = <N^2 - 2 N <N> + <N>^2[/tex]
[tex]<(N-<N>)^2> = <N^2> - 2 <N>^2 + <N>^2[/tex]
[tex]<(N-<N>)^2> = <N^2> - <N>^2[/tex]

[tex]\frac{\sqrt{<(N-<N>)^2>}}{<N>} = \frac{\sqrt{<N^2> - <N>^2}}{<N>}[/tex]

Now from here I can substitute into the regular [tex]<N>[/tex] terms but I don't know how I'm supposed to find [tex]<N^2>[/tex]?? Any help would be greatly appreciated.. thanks!
 
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This problem involves the binomial distribution. You know the probability of one molecule being in V, so you need to caculate the probability that exactly N will be (that is, that N are in V, and N0-N are not, and don't forget to multiply by the number of ways of choosing these N molecules). Once you have the distribution you can calculate any expectation value you want, or you could just look up the standard deviation of a binomial distribution.
 

FAQ: Thermal/Statistical Physics Problem

What is Thermal/Statistical Physics?

Thermal/Statistical Physics is a branch of physics that studies the behavior of systems composed of a large number of particles, such as atoms or molecules. It focuses on the statistical properties of these systems and how they change in response to changes in temperature, pressure, and other variables.

What types of problems are typically studied in Thermal/Statistical Physics?

Thermal/Statistical Physics problems often involve understanding the relationships between macroscopic properties of a system, such as temperature and pressure, and the microscopic properties of its constituent particles. These problems can also involve calculating probabilities of different states of a system and predicting how it will evolve over time.

How is Thermal/Statistical Physics related to Thermodynamics?

Thermal/Statistical Physics is closely related to Thermodynamics, as both fields deal with the behavior of macroscopic systems. However, while Thermodynamics focuses on the relationships between macroscopic quantities, such as energy and heat, Thermal/Statistical Physics delves into the underlying microscopic mechanisms that give rise to these macroscopic properties.

What are some real-world applications of Thermal/Statistical Physics?

Thermal/Statistical Physics has many practical applications, including understanding the properties of gases and liquids, predicting the behavior of materials at different temperatures, and designing efficient heat engines. It is also essential in fields such as meteorology, geology, and astrophysics.

What are some common techniques used in solving Thermal/Statistical Physics problems?

Some common techniques used in Thermal/Statistical Physics problems include applying statistical mechanics principles, using mathematical models to describe the behavior of a system, and using computer simulations to analyze complex systems. Other useful tools include thermodynamic diagrams, phase diagrams, and equations of state.

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