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Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

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Page 1: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Molecular Information Content

Béla Viskolcz Department of Chemical Informatics

University of Szeged

Page 2: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Degrees of freedom

Degrees of freedom: the total number of independent variables whose values have to be specified for a complete description of the system.

One atom: In the context of molecular motion these are the spatial coordinates of all the particles. Since we need three coordinates to describe the position of an atom, we say the atom has three degrees of freedom.

Page 3: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

One atom

Page 4: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Diatomic molecules Diatomic molecule: If the atoms are not

bound to one another, there will be no relation among the coordinates of the two atoms. On the other hand, when the two atoms are bound, the displacement of each other is coupled to the other. The result is to give three translational, one vibrational, and two rotational degrees of freedom for the molecule. The vibrational and rotational degrees of freedom are also referred to as internal degrees of freedom.

Page 5: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Polyatomic molecules Polyatomic molecule with N atoms: Linear molecule: The 3N degrees of freedom

of the atoms become three translational degrees of freedom and (3N-3) internal degrees of freedom. By analogy with diatomic molecules, we expect two rotational degrees of freedom for any linear polyatomic molecule (e.g. CO2 and C2H2). The remaining (3N-5) internal coordinates must correspond to vibrations.

Page 6: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Polyatomic molecules Polyatomic molecule with N atoms: Bent molecule: A bent molecule loses a

vibrational degree of freedom while gaining a rotational degree of freedom. Therefore, a nonlinear polyatomic molecule has three rotational degrees of freedom, hence (3N-6) vibrational degrees of freedom.

Page 7: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014e.g. vibrational motions for CO2 and

H2O:

Page 8: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Összefoglalás

Degrees of

freedomAtom

Linear

polyatomic

Bent

polyatomic

Translation

al3 3 3

Vibrational 0 3N-5 3N-6

Rotational 0 2 3

Page 9: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Molecular description in space1. Atom (origo)

2. Atom (two atoms in one line) DISTANCE (streching)

3. Atom (three atoms in one plane) ANGLE (bending)

4. Atom (four atoms in space – two plane angle DIHEDRAL ANGEL (torsion)

Page 10: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Introduction Statistical Mechanics

Properties of individual molecules

PositionMolecular geometry

Intermolecular forces

Properties of bulk fluid (macroscopic properties)

PressureInternal EnergyHeat Capacity

EntropyViscosity

Page 11: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

t r e nq q q q q q v

, , , , ,i t i r i i e i n i v

, , , , ,i t i r i i e i n ig g g g g g vThe partition functions for 5 mode motions are expressed as

, , ,

, ,

, , ,

, ,

; ;

;

t i r i v i

e i e i

kT kT kTt t i r r i v v i

i i i

kT kTe e i e e i

i i

q g e q g e q g e

q g e q g e

Page 12: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

, r,it,i r,i

v,i e,iv,i e,i

n,in.i

[ exp( )] [ exp( )]

[ exp( )] [ exp( )]

[ exp( )]

t i

i i

i i

i

q g gkT kT

g gkT kT

gkT

t r v e nq q q q q

1

1

n

e

q

q

Page 13: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Potential V(R) for nuclear motion in a diatomic molecule Harmonic oscillator potential

Page 14: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Energy level

Page 15: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Zero-point energy zero-point energy is the energy at ground state

or the energy as the temperature is lowered to absolute zero.

Suppose some energy level of ground state is ε0, and the value of energy at level i is εi, the energy value of level i relative to ground state is

Taking the energy value at ground state as zero, we can denote the partition function as q0.

00i i

Page 16: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

The vibrational energy at ground state is

therefore

the number of distribution in any levels does not depend on the selection of zero-point energy.

1,0 2 h v

0 /2h kTq e qv v

0 00

0

/ ( )/ //0 0

i i ikT kT kTi i i ikT

N N Nn g e g e g e

q q e q

es

iielec hEU

mod

0 2

1 Born- Oppenheimer

Page 17: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

0

0i

kTi

i

q g e

0

0 kTq e q

,0 ,0 ,0

,0 ,0

/ / /0 0 0

/ /0 0

; ;

;

t r v

e n

kT kT kTt t r r v v

kT kTe e n n

q e q q e q q e q

q e q q e q

Since εt,0≈0, εr,0=0, at ordinary temperatures.

0 0,t t r rq q q q

Page 18: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Translational partition function

222 2

,t 2 2 2( )

8yx z

i

nnh n

m a b c

,it ,i exp( )t

ti

q gkT

Energy level for translation

The partition function

Page 19: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

22 22

2 2 21 1 1

2 2 22 2 2

2 2 21 1 1

, , ,

exp /8

exp exp exp8 8 8

x y z

x y z

yx zt

n n n

x y zn n n

t x t y t z

nn nhq kT

m a b c

h h hn n n

mkTa mkTb mkTc

q q q

22

, 21

exp8

x

t x xn

hq n

mkTa

22

, 21

exp8

y

t y yn

hq n

mkTb

22

, 21

exp8

z

t z zn

hq n

mkTc

32

t 2

2( )

mkTq a b c

h

32

2

2 ( )

mkTV

h

Page 20: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Rotational partition function The rotational energy of a linear molecule is given by

εr = J(J+1)h2/8π2I and each J level is 2J+1 degenerate. 2

r 2( 1) 0 1 2

8

hJ J J

I

,,,

, 2

, 20

(2 1)exp ( 1)8

r i

kTr r i

i J

hq g e J J J

IkT

define the characteristic rotational temperature

2

28r

h

Ik

Page 21: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

rr

0

( 1)(2 1)exp( )

J

J Jq J

T

Θr<<T at ordinary temperature, The summation can be approximated by an integral

r0(2 1)exp ( 1) / drq J J J T J

Let J(J+1)=x, hence J(2J+1)dJ=dx, then

2 2r r0

exp( / )d 8rq x T x T IkT h

Page 22: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Vibrational partition function

v

1( ) 0,1,2,

2v h v

Vibrational energies for one dimensional oscillator are

Vibration is non-degenerate, g=1. The partition function is

,

,0

1exp /

2

i

kTi

i

q g e h kT

v

v vv

v

Page 23: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

v,0 v0v /

1exp1 exp( )

kT qqhkT

take the ground energy level as zero,

For NO, the characteristic vibrational temperature is 2690K. At room temperature Θv/T is about 9; the , indicating that the vibration is almost in the ground state.

0 1q v

Page 24: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Thermodynamic energy and partition function

/

/

Independent particle system:

;

(8.48)

i

i

i ii

kTi i

kTi i

i

U n

Nn g e

q

NU g e

q

Page 25: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

/

/2

/2

/2

1

1

i

i

i

i

kTi

iV V

kT ii

i

kTi i

i

kTi i

iV

qg e

T T

g ek T

g ekT

qkT g e

T

Substitute this equation into equation (8.48), we have

Thermodynamic energy and partition function

Page 26: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

2 2 ln

V V

N q qU kT NkT

q T T

Substitute the factorization of partition function for q

2 ln t r v e n

V

q q q q qU NkT

T

Only qt is the function of volume, therefore

Page 27: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

2 2 2

2 2

ln lnln

ln ln

t vr

V

e n

t r v e n

q d qd qU NkT NkT NkT

T dT dT

d q d qNkT NkT

dT dTU U U U U

If the ground energy is specified to be zero, then

00 2 ln

V

qU NkT

T

0 /0Substitute = into this equation, it follows thatkTq qe

Page 28: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

00U U N

It tells us that the thermodynamic energy depends on the zero point energy. Nε0   is the total energy of system when all particles are localized in ground state. It (denoted as U0) can also be thought of as the energy of system at 0K. Then,

00U U U

es

iielec hEU

mod

0 2

1

Page 29: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

U0 can be expressed as the sum of different energies

0 0 0 0 0 0

0 0 0

0 0

2

0 0

t r v e n

t t r r v v

e n

U U U U U U

NhvU U U U U U

U U

Page 30: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

The calculation of (1) The calculation of

0 0 0, ,t r vU U U

0tU

0 2

3/2

22

ln

2ln

3

2

tt t

V

V

qU U NkT

T

mkTV

hNkT NkT

T

Page 31: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

The calculation of

0 2

2

ln

ln

rr r

V

r

qU U NkT

T

Td

NkT NkTdT

0rU

The degree of freedom of rotation for diatomic or linear molecules is 2, the contribution to the energy of every degree is also ½ RT for a mole substance.

Page 32: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

The calculation of 0vU

0 /0 2 2

/

1lnln 1

1

1

v

v

Tv

v

v T

dd q eU NkT NkTdT dT

Nke

Usually, Θv is far greater than T, the quantum effect of vibration is very obvious. When Θv/T>>1, Showing that the vibration does not have contribution to thermodynamic energy relative to ground state.

0 0vU

Page 33: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

If the temperature is very high or the Θv is very small, then Θv/T<<1, the exponential function can be expressed as

/ 1TeT

v v

0v /

1 1

1 1 1T

U Nk Nk NkTe

T

vv vv

Page 34: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

For monatomic gaseous molecules we do not need to consider the rotation and vibration, and the electronic and nuclear motions are supposed to be in their ground states. The molar thermodynamic energy is

0,

3

2m mU RT U

es

iielec hEU

mod

0 2

1

Page 35: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

For diatomic gaseous molecules vibration and rotation must be considered. If only lowest vibrational levels are occupied, the molar thermodynamic energy is

00, v

5( 0)

2m mU RT U U

es

iielec hEU

mod

0 2

1

Page 36: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

If all vibrational energies are equally accessible, the molar thermodynamic energy for vibration is

The molar thermodynamic energy for diatomic molecules is then

0vU RT

00, v

7( )

2m mU RT U U RT

Page 37: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Heat capacity and partition function

The molar heat capacity, CV,m, can be derived from the partition function.

,UmCV m T V

ln2,

qRT

T VV m T V

C

Replace q with 0 /0 kTq q e 0ln2

,q

RTT

VV m T

V

C

We can see from above equations that heat capacity does not depends on the selection of zero point of energy.

Page 38: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

Electrons and nucleus are in ground state

002 2

, , ,

0ln2,

lnln vr

V V

V t V r V v

qtRTT

VV m T

V

qqC RT RT

T T T T

C C C

Page 39: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

The calculation of CV,t, CV,r and CV,v

(1) The calculation of CV,t

32

2

2( )t

mkTq V

h

0 3ln22,

qtRT RT

VV m T

V

C

Page 40: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

(2) The calculation of CV,r

2

2

8(linear molecules)r

r

IkT Tq

h

02

,

ln rV r

V

qC RT R

T T

If the temperature is very low, only the lowest rotation state is occupied and then rotation does not contribute to the heat capacity.

Page 41: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

The calculation of CV,v

T

kT

eqeq

v

0,v

1

1v

0v

22

vv, 1

vv

TTV ee

TRC

02 v

,v

lnV

V V

qdC RT

dT T

Page 42: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

v v v v

v

2 22 2v v

,v

2

v

1

0

T T T TV

T

C R e e R e eT T

R eT

It shows that under general conditions, the contribution to heat capacity of vibration is approximately zero.

Generally, Θv/T>>1, equation becomes

Page 43: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

v

1 vTeT

When temperature is high enough,

v v2 2

v v,v

T TVC R e Re R

T T

Page 44: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 2014

3

2VC R

, ,

50

2V V t V vC C C R

In gases, all three translational modes are active and their contribution to molar heat capacity is

The number of active rotational modes for most linear molecules at normal temperature is 2

122VC R R

In most cases, vibration has no contribution to the heat capacity,

Page 45: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Entropy and partition function

Entropy and microstate

Boltzmann formula

k = 1.38062×10-23 J K-1

As the temperature is lowered, the Ω, and hence the S of the

system decreases. In the limit T→0, Ω=1, so lnΩ=0, because

only one configuration is compatible with E=0. It follows

that S→0 as T→0, which is compatible with the third law of

thermodynamics.

lnS k

Page 46: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

• For example

maxln ln lnDD

W W

maxlnS k W

48

50

100.01

10

48

50

ln100.96 1

ln10

When N approaches infinity, maxln

1ln

W

Page 47: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Entropy and partition functionEntropy and partition function

• For a non-localized system, the most probable distribution number is

• Using Stirling equation ln N!=N ln N - N and Boltzmann distribution expression

!

ini

Di i

gW

n

ln ( ln ln !)D i i ii

W n g n

/i kTi i

Nn g e

q

Page 48: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

• We have,

0 0

ln ( ln ln )

( ln ln ln )

ln

ln ln (non-localised system)

or

ln (non-localised system)

B i i i i ii

i ii i i i i i

i

B

W n g n n n

nNn g n n g n

q kT

q UN N

N kTq U

S k W Nk NkN T

q US Nk Nk

N T

Page 49: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

• For localized system

• Entropy does not depend on the selection of zero point energy .

00

ln ln (localised system)

or

ln (localised system)

B

US k W Nk q

T

US Nk q

T

Page 50: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

• Factorizing the partition function into different modes of motions and using

• We can give

0 0 0 0 0 0t r v e nU U U U U U

t r v e nS S S S S S

Page 51: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

0 0

ln t tt

q US Nk Nk

N T

0 0

ln v vv

q US Nk

N T

0 0

ln e ee

q US Nk

N T

0 0

ln e et

q US Nk

N T

0 0

ln r rr

q US Nk

N T

For identical particle system, entropies for every mode of

motion can be expressed as

Page 52: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Calculation of statistical entropyCalculation of statistical entropy

• At normal condition electronic and nuclear motions are in ground state, and in general physical and chemical process the contribution to the entropy by two modes of motion keeps constant. Therefore only translational, rotational and vibrational entropies are involved in computation of statistical entropy.

vt rS S S S

Page 53: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Calculation of statistical entropyCalculation of statistical entropy

30 22

2( )t t

mkTq q V

h

0 0

ln t tt

q US Nk Nk

N T

3/2

3

2 5ln

2t

mkT VS Nk Nk

Nh

(1) Calculation of St

0 3

2tU NkT

Page 54: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

1,

3 5ln / kg mol ln( / K) ln( / Pa) 20.723

2 2m tS R M T p

• For ideal gases, the Sackur–Tetrode equation is used to calculate the molar translational entropy.

Page 55: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

(2) Calculation of (2) Calculation of SSrr

• For linear molecules

• When all rotational energy levels are accessible

• We obtain

0 0

ln r rr

q US Nk

N T

0 0/r r r rq q T U NkT

ln( / )r rS Nk T Nk

, lnm rr

TS R R

Page 56: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

(3) Calculation of (3) Calculation of SSvv

• Substitute

• Into the following equation

1 1/ /0 01 and 1v vT Tv v rq e U Nk e

0 0v v

1 1/ /1v

ln /

ln 1 1v v

v

T T

S Nk q U T

Nk e Nk T e

v v1 1/ /1

m,v vln 1 1T TS R e R T e

Page 57: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 201457

Entropy contribution

Electronic: 1 Translational:

Rotational: Vibrational: Symmetry:

S = RT ln2

Page 58: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 201458

Rotational contribution„Linear” „Non linear“

Page 59: Molecular Information Content Béla Viskolcz Department of Chemical Informatics University of Szeged

Department of Chemical Informatics, University of Szeged Molecular statistic 201459

Vibrational contribution K 0

B. Viskolcz, Sz. N. Fejer and I.G. Csizmadia: J. Phys. Chem.A.3808, 110, (2006).