Statistical Mechanics Flashcards
What is the principle of equal priori probabilities?
All possible microstates of a system are equally probable
Conditions: isolated system, fixed E, N, and V
What is ni?
Distrbution number
Number of molecules in state i
What is the weight, W(n)?
No of microstates associated with a given conformation n
What is the total number of microstates?
Σ W(n)
What is the probability that a microstate generated has a specific config?
p(n) = W(n) / Σ W(n)
No of microstates with config / overall microstates
What is the probability that for a given config, the molecule is in state i?
Pi(n) = ni/N
Fraction of molecules which are in state for given configuration
What is the overall probability that any molecule is found in quantum state i?
Pi = Σ Pi(n) x p(n) = (Σ Pi(n)W(n)) / ΣW(n)
What is a config?
Specific state of a system
i.e. how many molecules in each microstate
How can you calculate a the weight of a config?
e.g.
4 molecules (N=4) with 3 localised energy levels (ε0 = ε, ε1 = 2ε, ε2 = 3ε)
If E = 8ε, a possible config is n(1,2,1)
This gives 3 microstates when one is equal to 0, so overall
W(1,2,1) = 12
What is the generalised formula for Weight?
W(n) = N! / Πni!
Where Π is the product
What is n*?
Most probable config
Largest weight and overwhelms others in importance
What does n*
allow for probability calculation?
Pi = ni*
/ N
As p(n*
)=1, n=n*
, p(n) = 0
So W is max
What is Sterling’s approx?
lnx! = xlnx - x
only when x»1
What is Sterling’s approx?
lnx! = xlnx - x
only when x»1
What is the derivation for Pi when n*
is present?
Find max W via dlnW = 0 (as easier than dW = 0)
N and E fixed, so dN = Σdni and same for E
Lagrange method used
αΣdn = 0, and βΣdn = 0
dlnW = Σ[ (δlnW/δni) + α - βεi]dni = 0
From this can say dnis are independent
From W = N!/ Πni!
lnW = lnN! - ln(Πni!) = lnN! - Σlnni!
As N is fixed, (δlnW/δni) = -Σ(δni!/ δni)
As ni is large can use Sterling’s approx, cancels to lnx! = -lnni
-lnni + α - βεi = 0
As n*
= eα e- βεi
N = eα Σe- βεi
So (finally)
Pi = n*
/ N = e- βεi / Σe- βεi = e- βεi / q
What are the implications of Pi being independent of time?
Confirms working with macroscopic system at eqm
So properties don’t change macroscropically over time
What is the molecular partition function?
q = Σgie- βεi
Where the sum is over all levels (as g included)
How do you derive E from q?
E = N x ΣεiPi = (N/q) x Σεie- βεi
δlnq/δβ = (1/q)(δq/δβ) = (1/q)[(δ/δβ) Σεie- βεi] = (-1/q)Σεie- βεi]
E = - N(δlnq/δβ)
E = NkT2(δlnq/δβ)
How does q relate to contributions?
q = qtr x qrot x qvib x qelec
Can do due to Born-Oppenheimer approx.
Derive qtrans in 1-dimension
Particle in a box with length Lx
εnx = (nx2h2)/(8mLx2)
qtr,x = Σ exp(-β (h2/8mLx2)(nx2h2)
As energy levels close to kT, can approx to an integral
qtr,x = ∫ exp(- (h2/kT8mLx2)(nx2h2) dn
qtr,x ≡ ∫ exp(-ax2) = (1/2)Sqrt(π/a)
so
qtr,x = (Sqrt(2πmkT)/h) Lx
Derive qtrans in 3-dimensions
εnx,ny,nz = (h2/8m) [ (nx/Lx)2 + (ny/Ly)2 + (nz/Lz)2]
qtr = Σ exp(-β[εnx + εny + εnz) = qtr,x *
qtr,y *
qtr,z
qtr = ([2πmkT]3/2/h3) LxLyLz
LxLyLz = Volume
qtr = V / Λ3
where the de broglie thermal wavelength, Λ = h/Sqrt[2πmkT]
What is the de Broglie thermal wavelength, and typical values?
Λ = h/Sqrt[2πmkT]
Λ ≈ 1-2 x10-11 m = 10-2- pm
gives qtrs ≈ 1028
What does the parition function give an indication of?
Indication of average number of quantum states thermally accessible to a molecule @T
What does Maxwell-Boltzmann stats depend on working for qtrans?
qtr»_space; N
i.e. (qtr/N)»_space; 1
Exceptions include light particles such as He
Dervie the Etr
qtr = (V/h3)[2πmkT]3/2
lnqtr = (3/2)lnT + ln[(V/h3)(2πmkT)3/2]
Then differentiate wrt T at constant V
Etr = (3/2)NkT = (3/2)nRT
Derive Cv just with trans energy only
Differentiate wrt T at constant V
Etr = (3/2)nRT
Cv = (3/2)nR
Derive qelec
qelec = exp[-βε0] x Σgiexp[-β[εi-ε0]
Want this as specify states wrt ground state
qelec = exp(-βε0) x q0elec
Usually q0elec ≈ g0
where g0 is the degen of the ground state
Derive Eelec
Eelec = NkT2(dlnqelec/dT)
qelec = g0exp[-βε0]
where β = 1/kT
Eelec = NkT2 (1/kT2) = Nε0
What is the curie law?
Magnetic susceptibility inversely propertional to T
χ (chi) = c/T
c = N(gμB)2/4k
Define a canonical ensemble
Collection of v.many systems, each replicating
@ thermo level disclosed in isothermal system of interest
Fixed E, large fixed N, fixed volume, assumed knowledge of each ensemble units
What are microstates of an ensemble?
Complete spec of ensemble when each system is assigned to a quantum state of
Equally probable as isolated
What is the Pi of a canonical distribution?
Pi = ni*/N
Analagous to standard definintion but not equal
What is the canonical partition function?
Q = Σ exp[-βEi]
Not equal to standard
What is the energy of a canonical system?
E = - (δlnQ/δβ)V = kT2(δlnQ/δT)V
How does the canonical partition function (Q) relate to molecular partition function (q)?
Ideal solid (independent distinguishable systems): Q = qN
Ideal gas (independent indistuinguishable systems): Q = qN/N!
What is the entropy of an ensemble?
S = k lnW(n*
)
What is the entropy of an ensemble?
S = k lnW(n*
)
What is the entropy of a system?
S = S/N = (k/N)lnW(n*
)
Where S (non-bold) is the entropy of an enseble
Derive the entropy of a system from canonical ensemble
dE = dqrev + dwrev
(dE)V = TdS
As: E = ΣEiPi = (1/N) ΣEini*
if heat @ constant V then Ei’s fixed but population alters
ni*
-> ni*
+ dni and E-> E + (dE)V
(dE)V = (1/N) ΣEi dni
dS = (1/NT)ΣEi dni
S = (k/N) lnW(n*
)
What is the entropy of system including Q?
S = (E/T) + klnQ
Derive the entropy of system including Q
S = (k/N) lnW(ni*
) = (k/N) (lnN! - Σln ni*
!)
Sterling’s approx can be used as N and ni*
large
S = (k/N) (NlnN - N - Σni*
lnni*
+ Σni*
) = (k/N) (NlnN - Σni*
lnni*
)
S = -k Σ(ni*
/N) ln(ni*
/N)
as ni*
/N = [exp(-βEi)/Q]
S = -(k/Q)Σ (exp(-βEi))(-βEi - lnQ) = (βk/Q)(Σ Ei exp(-βEi)) + klnQ
where βk = 1/T and (1/Q)Σ Ei exp(-βEi)) is E
so
S = (E/T) + klnQ
What is the Helmholtz free energy including Q?
A = E - TS = -kT lnQ
What is pressure including Q?
P = -(δA/δV)T = kT(δlnQ/δV)T
What is enthalpy including Q?
H = E + PV = kT2(δlnQ/δdT)V + VkT(δlnQ/δV)T
What is the gibbs free energy including Q?
G = H - TS = A + PV
G = -kTlnQ + VkT(δlnQ/δV)T
What is chemical potential including Q?
μ = (δA/δn)V,T = NA(δA/δN)V,T = -RT(δlnQ/δN)V,T