Generalizing from discrete to continuous variables in statistical mechanics requires moving from counting microstates to measuring volumes in phase space.
The process is:
- Find Ω_p(E' < E) = volume of momentum space with energy less than E
- Take derivative: Ω_p'(E) = dΩ_p/dE = density at energy E
- This gives you states per unit energy
- Configuration space V^N just multiplies this result
Calculating Density of States
Step 1: Find cumulative volume $$\Omega(s_{AB} < s_0) = \begin{cases} \frac{1}{2}s_0^2 & s_0 \leq 1 \ 1 - \frac{1}{2}(1-s_0)^2 & s_0 > 1 \end{cases}$$
Step 2: Take derivative to get density $$\Omega'(s_0) = \frac{d\Omega(s_{AB} < s_0)}{ds_0}$$$$\Omega'(s_0) = \begin{cases} s_0 & s_0 \leq 1 \ (1-s_0) & s_0 > 1 \end{cases}$$
Probability Density
Result: $$\rho(s_{AB}) = \begin{cases} s_{AB} & s_{AB} \leq 1 \ (1-s_{AB}) & s_{AB} \geq 1 \end{cases}$$
Phase Space of Billiards Model
Definition
Phase space = set of all possible positions
Dimensions:
particles in dimensions → -dimensional phase space - 2D billiards with
particles → dimensions - 3D gas with
particles → dimensions
Density of States Formula
= Hamiltonian (total energy) = normalization constant - Constraint:
(energy shell)
Factorization
For ideal gas (energy independent of position): $$\Omega(E,V,N) = \omega_{d,N} \Omega_p(E,N) \times \Omega_q(V,N)$$
Configuration space
- Each particle can be anywhere in volume
- Probability all particles on left half:
Momentum space: - Energy constraint:
- This defines a hypersphere in momentum space
Key Results
2D Billiards Model
3D Monatomic Ideal Gas
Physical Interpretation
Energy spreads roughly evenly over all momentum components:
- Average energy per momentum component:
(2D) or (3D) grows extremely rapidly with (scales as )
Important Concepts
Volume vs Counting
- Discrete systems: Count individual microstates
- Continuous systems: Measure phase space volume
- Volume is proportional to number of states
Energy Shell
- Constraint
defines a surface in phase space - Actually consider thin shell:
- Density:
Why This Matters
- Foundation for thermodynamics:
- Explains ideal gas law
- Shows how microscopic mechanics → macroscopic behavior