49
MODELING MATTER AT NANOSCALES 6. The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix.

MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

Embed Size (px)

Citation preview

Page 1: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

MODELING MATTER AT

NANOSCALES

6. The theory of molecular orbitals for the description of nanosystems (part II)6.04. The density matrix.

Page 2: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

2

Electron density from multielectronic wave functions

The case of N identical antisymmetrized particles (fermions, as electrons are), characterized in the configuration space by t1,t 2,.. tN spatial and spin coordinates each, moving under the influence of a framework of fixed potentials (as their mutual interactions and those with nuclei) is the typical quantum system where nanoscopic phenomena and structures occur…

Page 3: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

3

Electron density from multielectronic wave functions

The case of N identical antisymmetrized particles (fermions, as electrons are), characterized in the configuration space by t1,t 2,.. tN spatial and spin coordinates each, moving under the influence of a framework of fixed potentials (as their mutual interactions and those with nuclei) is the typical quantum system where nanoscopic phenomena and structures occur…

where: is a permutation operator working on subindexes of each of the N coordinatesp is the “parity” of each permutation (1 or 2)

NI

p

NIP ,...,,1,...,,ˆ2121

The wave function of a certain I state of such system can be given by:

Page 4: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

4

Electron density from multielectronic wave functions

Let us consider that:

is a volume differential of the configuration space regarding spatial and spin coordinates and allowing integration on all coordinates of all and each one of the electrons

Ndddd ...21

Page 5: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

Electron density from multielectronic wave functions

A simple planar representation of the configuration space, where all electrons are placed at their respective coordinates, gives the idea that isolating a portion corresponding to a certain coordinate permits to evaluate how the whole system behaves in such portion:

t2, t3, …,tNt1

Page 6: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

Electron density from multielectronic wave functions

To integrate the electron population in the configuration space we adopt a convention regarding particle coordinate differentials, and will agree that:

is a notation for volume differentials of the remaining space after pointing to certain reference particle coordinate volume elements in positions t1, t2, ... of interest.

Ndddd ...321

Ndddd ...432,1

Page 7: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

Electron density from multielectronic wave functions

To integrate the electron population in the configuration space we adopt a convention regarding particle coordinate differentials, and will agree that:

is a notation for volume differentials of the remaining space after pointing to certain reference particle coordinate volume elements in positions t1, t2, ... of interest.

Ndddd ...321

Ndddd ...432,1

It means that refers to the volume differential of the entire electron system, except those oftl, tm,… point coordinates.

..lmd

Page 8: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

8

Electron density from multielectronic wave functions

From quantum mechanical principles, it is well known that if YI is a normalized wave function of a multielectronic system in the I state, then:

means the probability that electron 1 has to be inside the volume and spatial element dt1 with coordinates t1, while electron 2 is at the same time in volume dt2 with coordinates t2, and so on for the entire system of N particles.

NNINI ddd ...,...,,,...,, 2121*

21

Page 9: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

Electron density from multielectronic wave functions

From quantum mechanical principles, it is well known that if YI is a normalized wave function of a multielectronic system in the I state, then:

means the probability that electron 1 has to be inside the volume and spatial element dt1 with coordinates t1, while electron 2 is at the same time in volume dt2 with coordinates t2, and so on for the entire system of N particles.

NNINI ddd ...,...,,,...,, 2121*

21

The integral of this product in the whole space is normalized to 1.

Page 10: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

10

Density matricesIf we are only interested on the electron population at the t1

coordinate then:

12121*

1 ,...,,,...,, dN NINI

is the probability to find a portion of all N electrons at the t1 spatial and spin coordinates of the configuration space corresponding to any I state of the system.

Page 11: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

11

Density matricesIf we are only interested on the electron population at the t1

coordinate then:

12121*

1 ,...,,,...,, dN NINI

is the probability to find a portion of all N electrons at the t1 spatial and spin coordinates of the configuration space corresponding to any I state of the system.

r(tl) is the reduced density function at the tl coordinate of the configuration space in an N – electron system, and is expressed as a non – dimensional number per unit of the spatial – spin “volume”.

Page 12: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

12

Density matricesIf we are only interested on the electron population at the t1

coordinate then:

12121*

1 ,...,,,...,, dN NINI

is the probability to find a portion of all N electrons at the t1 spatial and spin coordinates of the configuration space corresponding to any I state of the system.

ll dis the non – dimensional number giving the electron population in the dtl volume differential at tl coordinate of the Hilbert space.

Therefore:

r(tl) is the reduced density function at the tl coordinate of the configuration space in an N – electron system, and is expressed as a non – dimensional number per unit of the spatial – spin “volume”.

Page 13: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

12121

*11 ,...,,,...,,'|' dN NINI

Density matricesThe generalized density matrix of one particle is then given by:

where t1 and t1´ are different coordinates in the configuration space corresponding to the subset of one particle. It is also known as the reduced density matrix of first order.

Page 14: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

12121

*11 ,...,,,...,,'|' dN NINI

Density matricesThe generalized density matrix of one particle is then given by:

where t1 and t1´ are different coordinates in the configuration space corresponding to the subset of one particle. It is also known as the reduced density matrix of first order.

It means a mapping of density originated by the one particle portion of the Hilbert space of the whole system.

Page 15: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

12121

*11 ,...,,,...,,'|' dN NINI

Density matricesThe generalized density matrix of one particle is then given by:

where t1 and t1´ are different coordinates in the configuration space corresponding to the subset of one particle. It is also known as the reduced density matrix of first order.

In this conditions the previously defined probability term r(tl) is the diagonal element of this matrix for each tl coordinate.

lll |

It means a mapping of density originated by the one particle portion of the Hilbert space of the whole system.

Page 16: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

Density matricesIn a similar way, the reduced density function of two interacting particles can be defined as:

2,1321321*

21 ,...,,,,...,,,2

, dN

NINI

It is the probability to find a portion of all N electrons at two t1 and t2 spatial and spin coordinates anywhere in the configuration space corresponding to a certain I state of the system.

Page 17: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

Density matricesIn a similar way, the reduced density function of two interacting particles can be defined as:

2,1321321*

21 ,...,,,,...,,,2

, dN

NINI

mlml dd ,expresses the pair population of particles in the dtldtm differential volume of such space at coordinates tl andtm.

Therefore:

It is the probability to find a portion of all N electrons at two t1 and t2 spatial and spin coordinates anywhere in the configuration space corresponding to a certain I state of the system.

Page 18: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

Density matricesIn a similar way, the reduced density function of two interacting particles can be defined as:

2,1321321*

21 ,...,,,,...,,,2

, dN

NINI

mlml dd ,expresses the pair population of particles in the dtldtm differential volume of such space at coordinates tl andtm.

Therefore:

is the number of order M sets in the total of N elements.

!!

!MNM

NM

N

It is the probability to find a portion of all N electrons at two t1 and t2 spatial and spin coordinates anywhere in the configuration space corresponding to a certain I state of the system.

Page 19: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

Density matrices

The generalized density matrix of two particles is given by:

where t1, t1´, t2, t2´ are different coordinates in the configuration space corresponding to the subset of particles 1 and 2. It is also known as the reduced density matrix of second order.

2,1321321*

2121 ,...,,,,...,,','2

|'' dN

NINI

Page 20: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

Density matrices

The generalized density matrix of two particles is given by:

where t1, t1´, t2, t2´ are different coordinates in the configuration space corresponding to the subset of particles 1 and 2. It is also known as the reduced density matrix of second order.

2,1321321*

2121 ,...,,,,...,,','2

|'' dN

NINI

It means a mapping of the given pair of particles in the considered portion of the Hilbert space of the system.

Page 21: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

Density matrices

The generalized density matrix of two particles is given by:

where t1, t1´, t2, t2´ are different coordinates in the configuration space corresponding to the subset of particles 1 and 2. It is also known as the reduced density matrix of second order.

In this conditions the previously defined probability term r(tl,tm) is the diagonal element of this matrix for a given pair of particles.

2,1321321*

2121 ,...,,,,...,,','2

|'' dN

NINI

mlmlml |,

It means a mapping of the given pair of particles in the considered portion of the Hilbert space of the system.

Page 22: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

22

Density matrices

It can be proof that if two or more indices are equal, the matrix collapses to 0, because the particle antisymmetrization.

Page 23: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

23

Density matrices

It can be proof that if two or more indices are equal, the matrix collapses to 0, because the particle antisymmetrization.

0, ll It is the case of diagonal elements of two particle density matrices:

Page 24: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

24

Density matrices

It can be proof that if two or more indices are equal, the matrix collapses to 0, because the particle antisymmetrization.

Two electrons can not hold the same coordinates and it corresponds to the physical evidence that two Fermions with the same parallel spins can not coexist at small distances. It is the so called “Fermi’s hole”.

0, ll It is the case of diagonal elements of two particle density matrices:

Page 25: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

25

Density matrices

All these expressions of any order p:

are two dimensional matrices where one function give columns and the conjugate the rows, or vice versa.

pNpINpI

ppp

dp

N,...2,1321321

*

2121

......'...'...''

...|''...'

Page 26: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

26

Density matricesAs a consequence:

N

d

ddNd NNNI

111

112121*

11

|

,...,,,...,,

is the number of electrons because Y is normalized to 1.

Page 27: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

27

Density matricesAs a consequence:

is the number of electron pairs.

N

d

ddNd NNNI

111

112121*

11

|

,...,,,...,,

is the number of electrons because Y is normalized to 1.

21

|, 2121212121

NN

dddd Similarly:

Page 28: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

28

Quantum properties depending on density matrices

Any kind of quantum operator, being symmetrical with respect to particle indexes can be developed as:

...ˆ'ˆ'ˆˆˆ)(!3

1)(!2

1)()0(

lmnlmn

lmlm

ll AAAAA

corresponding (0), (l), (lm), (lmn),… to operate on zero, one, two, three,… particles, respectively.

Page 29: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

29

Quantum properties depending on density matrices

Any kind of quantum operator, being symmetrical with respect to particle indexes can be developed as:

...ˆ'ˆ'ˆˆˆ)(!3

1)(!2

1)()0(

lmnlmn

lmlm

ll AAAAA

corresponding (0), (l), (lm), (lmn),… to operate on zero, one, two, three,… particles, respectively.

Primes indicate that terms with two or more identical subindex are excluded.

Page 30: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

30

Quantum properties depending on density matrices

In the case of two particles, taken as an example, the expectation value ã1,2 corresponding to the value of property A related to their mutual interaction in the given I state of the system is:

2121212,1

2,1213212,1321*

*

21*

2,1

,...,,,ˆ,...,,,2

ˆ2

1

ˆ'~

ddA

dddAN

dANN

dAa

NINI

IlmI

Ilm

lmI

Page 31: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

31

Quantum properties depending on density matrices

In the case of two particles, taken as an example, the expectation value ã1,2 corresponding to the value of property A related to their mutual interaction in the given I state of the system is:

2121212,1

2,1213212,1321*

*

21*

2,1

,...,,,ˆ,...,,,2

ˆ2

1

ˆ'~

ddA

dddAN

dANN

dAa

NINI

IlmI

Ilm

lmI

It must be observed that this transformation can only be made for cases where t1 = t1’ and t2 = t2‘.

Page 32: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

32

Quantum properties depending on density matrices

The physical expectation value of the property A at the I state of the system can be obtained from, and de facto depends on, the diagonal of the corresponding generalized density matrix.

Page 33: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

33

Quantum properties depending on density matrices

In general, the expectation value ã corresponding to the value of property A in the given I state of the system in terms of the generalized density matrices is:

...|ˆ

|ˆ~

ˆ~

3213213213,2,1

2121212,1

11110

*

dddA

ddA

dAa

dAa II

Page 34: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

34

Quantum properties depending on density matrices

In the case of a transition from state I to any state J of the system, the matrix element related with the change of property A in terms of the generalized density matrices is:

...|''ˆ

|'ˆ

ˆˆ

2121212,1

1111

*

ddA

dA

dAA

IJ

IJ

JIJI

Page 35: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

35

Quantum properties depending on density matrices

Therefore, for evaluating a transition between two quantum states YI and YJ of a multi – particle system we can define the transition matrix densities as:

12121

*11 ,...,,,...,,'|' dN NJNIIJ

2,1321321

*

2121

,...,,,,...,,','2

|''

dN

NJNI

IJ

Page 36: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

36

Density matrices in terms of molecular orbitals

In the special case of a ground state Y0 that is a solution of a Hartree – Fock problem, the generalized density matrix of one l particle can be expressed in terms of molecular spin – orbitals of the Slater determinants and it remains as:

'

'|*

lii

lii

llHF

lHF

n

where the sum runs over all spin orbitals expressed in Y0 and ni is their corresponding electron occupation.

Page 37: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

37

Density matrices in terms of molecular orbitals

In the special case of a ground state Y0 that is a solution of a Hartree – Fock problem, the generalized density matrix of one l particle can be expressed in terms of molecular spin – orbitals of the Slater determinants and it remains as:

'

'|*

lii

lii

llHF

lHF

n

As the molecular orbitals are orthonormal, it holds again that:

Nndndi

ii

lliillHF 2

)()(

where the sum runs over all spin orbitals expressed in Y0 and ni is their corresponding electron occupation.

Page 38: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

Density matrices in terms of molecular orbitals

Expressing the spatial component of MO’s in terms of a complete orthonormal atomic basis set:

)()( lili c

Page 39: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

Density matrices in terms of molecular orbitals

Expressing the spatial component of MO’s in terms of a complete orthonormal atomic basis set:

and performing the appropriate substitutions:

)()( lili c

iii

lli

iii

ililii

iliil

cn

ccn

ccn

n

2

*

,

*

2

)()(

)()(

)()(

Page 40: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

40

Energy and density functions

Being the p density matrix element:

i

iii ccnp *

Page 41: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

41

Energy and density functions

Being the p density matrix element:

i

iii ccnp *

The expression of energy of the system remains as:

,

,

*

Fp

FccnEi

iii

Page 42: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

42

Energy and density functions

Then the density function depends on the HF density matrix p as:

)(

)()()( *

,

pTr

p

p lll

Page 43: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

43

Energy and density functions

Then the density function depends on the HF density matrix p as:

The density function is the trace of the Hartree – Fock density matrix in terms of an orthonormal basis of atomic orbitals.

)(

)()()( *

,

pTr

p

p lll

Page 44: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

44

Energy and density functions

Then the density function depends on the HF density matrix p as:

The density function is the trace of the Hartree – Fock density matrix in terms of an orthonormal basis of atomic orbitals.

)(

)()()( *

,

pTr

p

p lll

This expression is very useful in cases when a given quantum state can not be expressed in terms of a wave function and it is in terms of a basis to define densities.

Page 45: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

45

Energy and density functions

Consequently:

If the density matrix of a system is available it can be obtained the expectation value of the energy, as well as it was developed in terms of a complete orthonormal basis set.

,

)()( FpTrTrE pFFp

Page 46: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

46

An application to dipole moments

The operator for an electrical moment in a multielectronic system could be expressed as:

i

ireD )(ˆ

Page 47: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

47

An application to dipole moments

The operator for an electrical moment in a multielectronic system could be expressed as:

remains that the expectation value of the electric or dipole moment is only depending from the generalized density matrix of first order:

i

ireD )(ˆ

...|ˆ

|ˆ~~

2121212,1

11110

ddA

dAaaWhen substituted in the previous expectation value formula:

111

1111 |~

dre

dreD

because only one particle terms have sense.

Page 48: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

48

An application to dipole moments

Consequently, the electric or dipole moment of transition between two states I and J can be written as:

1111

*

|

ˆˆ

dre

dDD

IJ

JIJI

Page 49: MODELING MATTER AT NANOSCALES 6.The theory of molecular orbitals for the description of nanosystems (part II) 6.04. The density matrix

49

An application to dipole moments

Consequently, the electric or dipole moment of transition between two states I and J can be written as:

1111

*

|

ˆˆ

dre

dDD

IJ

JIJI

In the case of dealing with electronic states of nanoscopic systems becomes evident that a change in the distribution of the multielectronic cloud means changing the quantum state of the system.