The variation of the information content of a large Einstein solid

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SUMMARY

The discussion focuses on the variation of information content in a large Einstein solid, specifically examining the relationship between changes in entropy (ΔS) and information content (ΔI). The equations presented, particularly equation (10), indicate that ΔS can be expressed as k ln(q/N) dN. The participants explore whether integrating this equation is feasible and the implications of ΔN's magnitude on the system's behavior. The dialogue emphasizes the thermodynamic relationships governing the system, particularly the implications of constant q and the derived chemical potential (μ).

PREREQUISITES
  • Understanding of thermodynamic principles, specifically entropy and information theory.
  • Familiarity with the Einstein solid model in statistical mechanics.
  • Knowledge of differential equations and their applications in thermodynamics.
  • Proficiency in mathematical notation used in physics, including logarithmic functions and derivatives.
NEXT STEPS
  • Explore the integration techniques for differential equations in thermodynamics.
  • Study the implications of chemical potential (μ) in statistical mechanics.
  • Research the relationship between entropy and information theory in physical systems.
  • Investigate the behavior of large systems in statistical mechanics, particularly under the condition q >> N.
USEFUL FOR

Physicists, thermodynamic researchers, and students studying statistical mechanics who are interested in the relationship between entropy and information content in large systems.

Ted Ali
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Homework Statement
Calculate the information variation ##\Delta I## of a large Einstein Solid, when the number ##N## of quantum harmonic oscillators decreases and ##q>>N##. Where ##q## is the total number of energy quanta and ##q## is fixed.
Relevant Equations
The internal energy ## U ## is solely dependent on the number of energy quanta ## q ##. ## U = qhf \text{ } (1) ##. (The Schroeder approach).
For ##q >> N ##. ##\Omega \approx \left( \frac{eq}{N} \right)^N \text{ } (2)## (Schroeder, An introduction to thermal physics (2.21)).

Can we argue that: ##\Delta I = - \Delta S \text{ } (3)?##
How large can ##\Delta N##, be?

Thank you for your time.
 
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Attempt to a solution: $$dU = TdS - PdV + \mu dN \text{ } (4).$$
Since ##q = constant## we have from equation (1), that ##dU = 0 \text{ } (5)##. Also ##PdV = 0 \text{ } (6).##
As a result $$TdS = - \mu dN \text{ } (7).$$
But ##\mu = - T \left( \frac{\partial S}{\partial N} \right) \text{ } = -kT\ln(1 + \frac{q}{N}) \text{ } (8).##
Since ## q >> N:## $$\mu = -kT\ln(\frac{q}{N}) \text{ } (9).$$
So, ##(7)## becomes $$dS = k\ln(\frac{q}{N})dN \text{ } (10).$$

Questions:
1. Can (and should) we integrate equation ##(10)## in order to get ##\Delta S \text{ }?##
2. How large can ##\Delta N## be?
3. Can we say that ##\Delta I = - \Delta S \text{ }?## Where ##I## is the information content of our system.

Thank you for your time,
Ted.
 

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