Most probable velocity from Maxwell-Boltzmann distribution

  • Thread starter Thread starter TensorCalculus
  • Start date Start date
  • Tags Tags
    Thermodynaics
Click For Summary
SUMMARY

The discussion centers on deriving the most probable velocity (v_mp) from the Maxwell-Boltzmann distribution, specifically the formula v_mp = √(2k_bT/m). A participant initially miscalculated the derivation, resulting in a negative value under the square root. The error was identified as a misunderstanding in algebraic manipulation, particularly in handling the terms during differentiation. The correct approach involves setting the derivative of the distribution function to zero to find the maximum velocity.

PREREQUISITES
  • Understanding of the Maxwell-Boltzmann distribution
  • Familiarity with calculus, specifically differentiation
  • Knowledge of statistical mechanics concepts
  • Basic algebraic manipulation skills
NEXT STEPS
  • Study the derivation of the Maxwell-Boltzmann distribution in detail
  • Learn about the significance of the most probable velocity in statistical mechanics
  • Explore advanced calculus techniques for solving optimization problems
  • Investigate common pitfalls in algebraic manipulation during calculus
USEFUL FOR

Students and professionals in physics, particularly those focusing on thermodynamics and statistical mechanics, as well as anyone interested in mastering calculus applications in physical sciences.

TensorCalculus
Gold Member
2025 Award
Messages
280
Reaction score
454
Homework Statement
Derive the formula ##v_mp = \sqrt{\frac{2k_bT}{m}}##
Relevant Equations
##f(v)=4\pi(\frac{m}{2k_BT})^{\frac 3 2} v^2 e^{\frac{-E}{k_BT}}##
product rule: ##\frac{d}{dx} (uv) = u'v + v'u##
This wasn't really a homework problem: I just randomly realised that I had been using the formula ##v_{mp} = \sqrt{\frac{2k_bT}{m}}## without actually knowing where it came from, so I decided to try and derive it. I got pretty close but I think I made some sort of silly mistake because the answer I got was the negative of what I should have gotten. I spent quite a while staring at it yesterday trying to figure out what went wrong, to no avail, and tried the same thing today... I fear I have tunnel vision. The mistake is probably a really small and dumb one, but I'm having quite a bit of trouble finding it :cry:

Using the idea that ##v_mp## would be when the plot of the Maxwell-Boltzmann distribution is at a maximum for that given temperature and mass, and the derivative is 0 at maxima:
$$ \frac{d[f(v)]}{dv} = 0$$
$$\frac d {dv} (4\pi(\frac{m}{2k_BT})^{\frac 3 2} v^2 e^{\frac{-mv^2}{2k_BT}}) = 0$$
$$\frac d{dv} (v^2 e^{\frac{-mv^2}{2k_BT}}) = 0$$
$$v^2(\frac{-mv}{k_BT})(e^{\frac{-mv^2}{2k_BT}}) + 2v(e^{\frac{-mv^2}{2k_BT}}) = 0$$
$$v(-\frac{mv}{k_BT}) + 2 = 0$$
$$v^2 = \frac{2}{-\frac{m}{k_BT}} = -\frac{2k_BT}{m}$$
$$v=\sqrt{-\frac {2k_BT}{m}}$$
Somehow I got a negative inside the square root: where did I go wrong?
 
Physics news on Phys.org
TensorCalculus said:
where did I go wrong?
Screen Shot 2025-08-13 at 7.39.44 AM.webp
See figure on the right. Where did the ##v^2## in the last equation come from and why is there no sign change when you move the ##2## to the right hand side?

It looks like you did too much algebra in your head.
 
  • Informative
Likes   Reactions: TensorCalculus
1755089807504.webp



From
1755089932728.webp


$$\frac{d}{dv} F = 2v \frac{d}{dv^2} F = 0 $$
It is easier to calculate.
 
Last edited:
  • Informative
Likes   Reactions: TensorCalculus
kuruman said:
View attachment 364375See figure on the right. Where did the ##v^2## in the last equation come from and why is there no sign change when you move the ##2## to the right hand side?

It looks like you did too much algebra in your head.
The ##v^2## came from pulling the v out from the numerator of the fraction in the first line.
I see my mistake now :cry: how did I not spot it :cry:. All I had to do was realise that subtracting the two meant that it would be negative on the other side... whoops...
anuttarasammyak said:
View attachment 364376


From
View attachment 364377

$$\frac{d}{dv} F = 2v \frac{d}{dv^2} F = 0 $$
It is easier to calculate.
yeah... I don't know how I managed that.
What do you mean by the last bit where you talk about that being easier to calculate?
 
Formula in ( ) , I referred as F, has v^2 only, no single v. Try replacing v^2 with x in my proposal. The equation would become easier to handle.
 
  • Like
Likes   Reactions: TensorCalculus
Ah right: I'll give it a shot tomorrow morning, thank you for the suggestion!
 

Similar threads

  • · Replies 3 ·
Replies
3
Views
657
  • · Replies 4 ·
Replies
4
Views
3K
  • · Replies 4 ·
Replies
4
Views
1K
  • · Replies 16 ·
Replies
16
Views
1K
Replies
7
Views
3K
  • · Replies 8 ·
Replies
8
Views
2K
Replies
6
Views
1K
  • · Replies 9 ·
Replies
9
Views
2K
  • · Replies 17 ·
Replies
17
Views
3K