Derivative Maxwell boltzmann distribution

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SUMMARY

The discussion centers on demonstrating that the peak of the Maxwell-Boltzmann distribution is equal to \( \frac{1}{2} kT \). The distribution function is given by \( N(E) = \frac{2N}{\sqrt{\pi}} \frac{1}{(kT)^{\frac{3}{2}}} E^{\frac{1}{2}} e^{-\frac{E}{kT}} \). Participants discuss taking the derivative of this function with respect to energy \( E \) and setting it to zero to find the maximum. The final result shows that \( E^{\frac{1}{4}} = \frac{1}{2} kT \), leading to the conclusion that the peak occurs at this energy level.

PREREQUISITES
  • Understanding of the Maxwell-Boltzmann distribution
  • Familiarity with calculus, specifically differentiation and the product rule
  • Knowledge of statistical mechanics concepts
  • Basic understanding of thermodynamic variables such as \( k \) (Boltzmann constant) and \( T \) (temperature)
NEXT STEPS
  • Study the derivation of the Maxwell-Boltzmann distribution in "Modern Physics" by Kenneth Kramer
  • Learn about the implications of the Maxwell-Boltzmann distribution in statistical mechanics
  • Explore applications of the distribution in real-world scenarios, such as gas behavior at different temperatures
  • Investigate advanced topics like the Boltzmann equation and its applications in kinetic theory
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Students and professionals in physics, particularly those focusing on statistical mechanics, thermodynamics, and kinetic theory, will benefit from this discussion.

giraffe
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Homework Statement


i need to show that the peak of the maxwell Boltzmann distribution is equal to 1/2 kt.

Homework Equations


maxwell Boltzmann distribution according to modern physics 3rd edition by kenneth kramer.

ill try to do my best with this

N(E)= \frac{2N}{√∏} \frac{1}{(kT)^\frac{3}{2}} E^\frac{1}{2} e^\frac{-E}{kT}

N is the total number of molecules while N(E) is the distribution function (with units energy to the -1) defined so that N(E) dE is the number of molecules dN in the energy interval dE at E. dn=N(E)dE

The Attempt at a Solution



so i need to take the derivative and set that equal to 0 and hope i get 1/2kt. I am having trouble with the derivative itself. I am taking the derivative with respect to E so everything else is considered a constant. so to try to make this easier i took all that junk in front of the E and said it is just some constant a. that allowed me to go through and do the product rule. after that, I've been trying to simplify it but am getting nowhere. need some advice on how to do this properly as i believe I am not.

thanks a bunch
 
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Hi giraffe! Do you think you could show some more work so that we can see where exactly you are getting stuck?
 
i can try.

as i mentioned a = \frac{2N}{√∏} \frac{1}{(kT)^\frac{3}{2}} which is just a constant since we are doing this with respect to E

so now you have (aE^ \frac{1}{2})(e^\frac{-E}{kT})

follow the product rule: derivative of first * second + first *derivative of second

\frac{aE^ \frac{-1}{2} e^ \frac{-E}{kT}}{2} - \frac{aE^ \frac{1}{2} e^ \frac{-E}{kT}}{kT}

after that I've tried to combine the fractions and cancel some stuff out but nothing works.
 
Good job so far. Now remember that ##\frac{aE^ \frac{-1}{2} e^ \frac{-E}{kT}}{2} - \frac{aE^ \frac{1}{2} e^ \frac{-E}{kT}}{kT}=0## since we are talking about maximizing (the derivative must equal zero). Do you think you could do some cancellations to simplify?
 
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ahhh...silly me...thanks...if i add the 2nd term over then the numerators will cancel out leaving 1/2 on left and 1/kT on right. multiply by kT and you have the 1/2kT=0 which is what i want.

thanks again for helping me with that simple mistake.
 
giraffe said:
ahhh...silly me...thanks...if i add the 2nd term over then the numerators will cancel out leaving 1/2 on left and 1/kT on right. multiply by kT and you have the 1/2kT=0 which is what i want.

thanks again for helping me with that simple mistake.

Whoa! The E's don't cancel since there's ##E^{-1/2}## on the left and ##E^{1/2}## on the right.
 
Correct. Rearranging you'll get 1/2kT=E^1/4 which is the final derivative. Set E=0 to find max.
 
Not correct. When you multiply both sides by ##E^{1/2}## you add the exponents of ##E##, not multiply them (which is what I think you did). If you then solve for ##E##, you find the value of ##E## that maximizes ##N(E)##. You don't have to take another derivative.
 

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