Misinterpretation of the Maxwell velocity distribution?

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Discussion Overview

The discussion revolves around the interpretation of the Maxwell velocity distribution, particularly the relationship between the most probable velocity of particles in a gas and the Boltzmann energy distribution. Participants explore theoretical implications, mathematical derivations, and the physical meaning of these distributions.

Discussion Character

  • Debate/contested
  • Technical explanation
  • Mathematical reasoning

Main Points Raised

  • Some participants question whether the most probable velocity of a particle is zero, given that the most probable energy according to Boltzmann's distribution is zero.
  • Others argue that the most probable speed is actually ## v_{mp}=\sqrt{\frac{2k_BT}{m}} ##, and that the probability of velocity zero is not consistent with the Maxwell distribution.
  • A participant points out that the average speed is different from the most probable speed and highlights the distinction between speed and velocity in kinetic theory.
  • There is a discussion about the density of states and how it affects the Maxwell distribution, with some participants noting that the density of states is zero at energy zero.
  • Some participants express confusion about the interpretation of the Maxwell distribution as a probability distribution for speed versus velocity, suggesting that this may lead to misunderstandings about the presence of motionless molecules in a gas.
  • One participant introduces the concept of phase space and the importance of Jacobians in transforming distributions, emphasizing the mathematical rigor needed in these discussions.
  • Another participant suggests that the fraction of particles with very small speeds is surprisingly small, potentially due to the implications of Heisenberg's uncertainty principle.

Areas of Agreement / Disagreement

Participants express differing views on the interpretation of the Maxwell velocity distribution and its implications for the most probable speed of particles. There is no consensus on whether the most probable speed can be considered zero or if it is accurately represented by the derived formula. The discussion remains unresolved with multiple competing views.

Contextual Notes

Limitations include the dependence on definitions of speed versus velocity, the assumptions made in the derivations, and the unresolved mathematical steps related to the density of states and phase space considerations.

  • #31
Demystifier said:
Does German language has separate words for speed and velocity? (The Croatian language doesn't.)
No. In German unfortunately both are named with the same word "Geschwindigkeit". English has much more words than other European languages and thus is sometimes easier to express things more accurately with less words. Another example is that in English you can easily distinguish the sciences from the humanities, while in German both are called "Wissenschaft"...

Of course, the only adequate language to express physical laws after all is mathematics, and this is international.
 
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  • #32
vanhees71 said:
Another example is that in English you can easily distinguish the sciences from the humanities, while in German both are called "Wissenschaft"...
The same with Croatian, both are "znanost".
vanhees71 said:
English has much more words than other European languages and thus is sometimes easier to express things more accurately with less words.
There is an interesting counterexample; English has the same word for singular and plural versions of "you". In Croatian those are different words. How about German?
 
  • #33
DrClaude said:
I think you are meaning the Boltzmann factor in stead of "Boltzmann energy distribution."

You are right!
 
  • #34
Demystifier said:
The same with Croatian, both are "znanost".

There is an interesting counterexample; English has the same word for singular and plural versions of "you". In Croatian those are different words. How about German?
In German we have "du" (singular) and "ihr" (plural).

I'm not sure, why in modern English the singular version "though" is not used anymore.
 
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  • #35
DrClaude said:
distribution of energy. Yes, the probability of being in a specific state of energy EsEsE_s is ∝e−βEs∝e−βEs\propto e^{-\beta E_s}, but the probability of being in any state of energy EEE, for an ideal monatomic gas, is ∝E1/2e−βE∝E1/2e−βE\propto E^{1/2} e^{-\beta E}, because you have to take into account how many states of that energy there are.

I trouble you again for a detail: if I am not mistaken, the maximum of this energy distribution is ## k_B T/2 ##. Since the most probable velocity is ## \sqrt{2k_B T/m}##, ## E_{mp} \neq \frac{1}{2}mv_{mp}^{2} ## by a factor 2. Is that normal? (I guess a calculation with momenta would not give a different result)
 
  • #36
Again, again and again, I've told you that you have to take into account the JACOBIAN when discussing distributions. Since ##E=m v^2/2## the distribution function for ##E## and ##v## differ by a non-constant Jacobian of the transformation, and that's why the maximum of the distribution function for speed is different from the maximum of the energy-distribution function.

The same holds for averages. Despite the fact that ##E=m v^2/2## the average is ##\langle E \rangle=m/2 \langle v^2 \rangle \neq m/2 \langle v \rangle^2##.
 
  • #37
It is normal, thanks. Sorry
 
  • #38
Nothing to be sorry for! It's a very important general issue you can easily get confused about, and it's good to really fully understand it. That's the more important, because probabilities are not always very intuitive but need careful mathematical analysis.
 
  • #39
Kairos said:
I suddenly have a problem with the famous Maxwell velocity distribution. The maximum of this bell-shaped curve is commonly interpreted as the most probable velocity for a particle (see for instance https://en.wikipedia.org/wiki/Maxwell–Boltzmann_distribution: "The most probable speed, vp, is the speed most likely to be possessed by any molecule..")
But according to Boltzmann's distribution the most probable energy for a particle is zero (decreasing exponential: P(E=Ei) = Exp(-Ei/kT)/Σ), so we should expect that the most probable velocity for a randomly picked particle is zero as well? but the probability of velocity zero is zero in the Maxwell distribution!
thank you in advance if you can enlighten me
Maybe I can help a bit: If you think of discrete energy levels with a certain number of states per level then the Boltzmann factor is proportional to the probability of finding a particle in a given state on a certain level. The MB-distribution for energies, however, gives the probability of finding a particle in any state on a given level. The difference arises because the number of states per level varies. I think this agrees with many of the other replies you got. Obviously for an ideal gas the energy levels have to be replaced by a continuum of energies, but that can be handled easily. The states for the ideal gas are simply all the ways of realizing a certain kinetic energy (coordinates in phase space). The lower the energy the fewer states you have in an ideal gas. That's what's meant by the density of states. Check the derivations, then it should all become clear.
 

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