background 1927: introduction of the thomas-fermi model (statistics of electrons). 1964:...

28
Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function. 1965: Kohn-Sham scheme introduced. 1970s and early 80s: LDA (local density approximation). DFT becomes useful. 1985: Incorporation of DFT into molecular dynamics (Car-Parrinello) (Now one of PRL’s top 10 cited papers). 1988: Becke and LYP functionals. DFT useful for some chemistry. 1998: Nobel prize awarded to Walter Kohn in chemistry for development of DFT.

Upload: ross-robertson

Post on 05-Jan-2016

215 views

Category:

Documents


0 download

TRANSCRIPT

Page 1: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

Background• 1927: Introduction of the Thomas-Fermi model (statistics of electrons).• 1964: Hohenberg-Kohn paper proving existence of exact Density

Function.• 1965: Kohn-Sham scheme introduced. • 1970s and early 80s: LDA (local density approximation). DFT becomes

useful.• 1985: Incorporation of DFT into molecular dynamics (Car-Parrinello) (Now one of PRL’s top 10 cited papers).• 1988: Becke and LYP functionals. DFT useful for some chemistry.• 1998: Nobel prize awarded to Walter Kohn in chemistry for development of DFT.

Page 2: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

1 1( , ,..., , )N Ns s r r

Page 3: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

e e ee eNH T V V

External Potential:

Page 4: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

Hohenberg-Kohn Theorem

• Two systems with the same number Ne of electrons have the same Te + Vee. Hence, they are distinguished only by Ven.

• Knowledge of |Ψ0> determines Ven.

• Let V be the set of external potentials such solution of

yields a non=degenerate ground state |Ψ0>.

Collect all such ground state wavefunctions into a set Ψ. Each element of this set is associated with a Hamiltonian determined by the external potential.

There exists a 1:1 mapping C such that

C : V Ψ

0e e ee eNH T V V E

Page 5: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

0 0

0 0 0 (2)e ee eNT V V E

Page 6: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

0 0 0e ee eNT V V E

Page 7: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

Hohenberg-Kohn Theorem (part II)

Given an antisymmetric ground state wavefunction from the set Ψ, the ground-state density is given by

1

2

2 1 2 2( ) ( , , , ,..., , )e e e

Ne

e N N Ns s

n N d d s s s r r r r r r

Knowledge of n(r) is sufficient to determine |Ψ>

Let N be the set of ground state densities obtained from Ne-electron groundstate wavefunctions in Ψ. Then, there exists a 1:1 mapping

D : Ψ N

The formula for n(r) shows that D exists, however, showing that D-1 existsIs less trivial.

D-1 : N Ψ

Page 8: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

Proof that D-1 exists

0 0 0 0 0e e ee eNE H T V V

Page 9: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function
Page 10: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

0 0 0 ( ) ( ) ( ) (2)ext extE E d n V V r r r r

Page 11: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

(CD)-1 : N V

0 0 0 0 0ˆ[ ] [ ] [ ]n O n O n

The theorems are generalizable to degenerate ground states!

Page 12: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

The energy functional

The energy expectation value is of particular importance

0 0 0 0 0[ ] [ ] [ ]en H n E n

From the variational principle, for |Ψ> in Ψ:

0 0e eH H

Thus,

0[ ] [ ] [ ] [ ]en H n E n E n

Therefore, E[n0] can be determined by a minimization procedure:

0( )

[ ] min [ ]n

E n E n

r N

Page 13: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function
Page 14: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function
Page 15: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function
Page 16: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

0 0

0 0

0 0

0 0

0 0 0 0

0 0

( ) ( ) ( ) ( )

n e ee eN n e ee eN

n e ee n ext e ee ext

n e ee n e ee

T V V T V V

T V d n V T V d n V

T V T V

r r r r r r

Page 17: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

( ) min [ ] ( ) ( )ext

nF n d n V r

r r r

Page 18: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function
Page 19: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

*2 1 2 2 1 2 2

{ }

( , ) ( , , , ,..., , ) ( , , , ,..., , )e e e e ee N N N N N

s

N d d s s s s s s r r r r r r r r r r

Page 20: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

The Kohn-Sham Formulation

Central assertion of KS formulation: Consider a system of Ne Non-interacting electrons subject to an “external” potential VKS. ItIs possible to choose this potential such that the ground state density Of the non-interacting system is the same as that of an interacting System subject to a particular external potential Vext.

A non-interacting system is separable and, therefore, described by a setof single-particle orbitals ψi(r,s), i=1,…,Ne, such that the wave function isgiven by a Slater determinant:

1 1 1

1(x ,..., x ) det[ (x ) (x )]

!e e eN N N

eN

The density is given by2

1

( ) (x) eN

i i j iji s

n

r

The kinetic energy is given by

* 2

1

1 (x) (x)

2

eN

s i ii s

T d

r

Page 21: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

KS

( )( )

( )xc

ext

EnV V d

n

r

r rr r r

Page 22: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

/ 22

1

1( ) ( )

2

eN

s i ii

T

r r

Page 23: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

Some simple results from DFT

Ebarrier(DFT) = 3.6 kcal/mol

Ebarrier(MP4) = 4.1 kcal/mol

Page 24: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

Geometry of the protonated methanol dimer

2.39Å

MP2 6-311G (2d,2p) 2.38 Å

Page 25: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

Results methanol

Expt.: -3.2 kcal/mol

Dimer dissociation curve of a neutral dimer

Page 26: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function
Page 27: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function
Page 28: Background 1927: Introduction of the Thomas-Fermi model (statistics of electrons). 1964: Hohenberg-Kohn paper proving existence of exact Density Function

Lecture Summary

• Density functional theory is an exact reformulation of many-body quantum mechanics in terms of the probability density rather than the wave function

• The ground-state energy can be obtained by minimization of the energy functional E[n]. All we know about the functional is that it exists, however, its form is unknown.

• Kohn-Sham reformulation in terms of single-particle orbitals helps in the development of approximations and is the form used in current density functional calculations today.