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Density
Functional
Theory
1998 Nobel Chemistry
Walter Kohn + John A. Pople
Presenter: Wei-Ting Chen
Partial ordering by Klein1
History
 Atomic chemistry 1800s
 Rutherford-Bohr model for quantum physical
interpretation with electron shells.
 Molecular orbital theory in 1933
 Early 1950s computer development fueled
computational QM
Motivation
 Electron is the main factor for a lot of the properties of
matter
 Nanoscience, our device are scaling down
 DFT application saves experimental probing
 DFT was used in solid state physics since 1970s, but
has great potentials if applicable for chemistry
 Exact wave function solution is unsolvable for many
electron systems
Mathematical Model
 SE: 弔= [T+V+U]= E
 T=e kinetic Energy
 V=e-N attraction
 Electron-electron interaction (U) prevents separation into
single particle wave function for exact solution
 (HK)DFT: E=[(v)]
  is a single unique functional, but probably extremely
complex
 Approximated functionals
Model contd
 Kohn-Sham DFT(KS-DFT)
 Estimating E with Hartree-Fock(HF) kinetic w/ orbital, e-
N, e-e Coulomb, and Exchange-Correlation
 Correlation is e-e interaction
 Exchange is electron exchange interaction
 Most DFT are similar in the first 3 major terms, usually
only Exchange-Correlation is case-specific
 Sometimes orbitals are avoided (usually not in Chem.)
Local Density Approximation
(LDA)
 Exchange functional:  
瑞倹  =  ()4/3 
 Several different type of Correlation terms
 Exchange functional (S) is derived from Homogeneous
Electron Gas (HEG), analytical
 S-VWN, S-PZ81etc
 Low computation cost, low accuracy by itself
 Integration localized to individual electron density
 Some errors cancel out
Graphite imaging with Imaging PS vs LDA. by Heske et al3
Ground state of C60 calculated with DFT (DFT2)
Generalized Gradient Appx.
(GGA)
 Works like LDA with weighted consideration for
derivative of the point density with regards to distance
 Becke 88 exchange
  
88
=  
瑞倹
 (駒$)
 Lee-Yang-Parr correlation
 B-LYP, PW-LYPetc
Comparison
 DFT doesnt have hierarchy since it is not variational
 DFT also doesnt have single convergence
 HF and Coupled Cluster Theory are single convergence
 Coupled Cluster works by perturbation, can always go to
higher accuracy
 Vanilla DFT=n^3, HF=n^4, CC=n^7
Limitations
 DFT not very accurate for dynamics due to activation
energy being a bit off (a few kcal/mol)
 Modification to KS-DFT can be made to accommodate
for far out electrons using ad hoc diffuse integrals and
asymptotic correction.
 Often have to be used with other methods (usually no
longer ab initio)
Current DFT
 Since KS-DFT is partially HF dependent most HF
programs adopted DFT add-ons (i.e. Gaussian)
 Figuring out optical properties of Chromophores
 Structure-property relationships
 Design to property parameters
Sources
1. Is chemistry The Central Science? How are different sciences related? Co-
citations, reductionism, emergence, and posets Alexandru T. Balaban, Douglas J.
Klein Scientometrics 2006, 69, 615-637.
2. Density Functional Theory. (2015, September 22). Retrieved October 18, 2015, from
https://en.wikipedia.org/wiki/Density_functional_theory
3. Heske, C., Treusch, R., Himpsel, F., Kakar, S., Terminello, L., Weyer, H., & Shirley, E.
(1999). Band widening in graphite. Phys. Rev. B Physical Review B, 4680-4684.

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Density Functional Theory

  • 1. Density Functional Theory 1998 Nobel Chemistry Walter Kohn + John A. Pople Presenter: Wei-Ting Chen
  • 3. History Atomic chemistry 1800s Rutherford-Bohr model for quantum physical interpretation with electron shells. Molecular orbital theory in 1933 Early 1950s computer development fueled computational QM
  • 4. Motivation Electron is the main factor for a lot of the properties of matter Nanoscience, our device are scaling down DFT application saves experimental probing DFT was used in solid state physics since 1970s, but has great potentials if applicable for chemistry Exact wave function solution is unsolvable for many electron systems
  • 5. Mathematical Model SE: 弔= [T+V+U]= E T=e kinetic Energy V=e-N attraction Electron-electron interaction (U) prevents separation into single particle wave function for exact solution (HK)DFT: E=[(v)] is a single unique functional, but probably extremely complex Approximated functionals
  • 6. Model contd Kohn-Sham DFT(KS-DFT) Estimating E with Hartree-Fock(HF) kinetic w/ orbital, e- N, e-e Coulomb, and Exchange-Correlation Correlation is e-e interaction Exchange is electron exchange interaction Most DFT are similar in the first 3 major terms, usually only Exchange-Correlation is case-specific Sometimes orbitals are avoided (usually not in Chem.)
  • 7. Local Density Approximation (LDA) Exchange functional: 瑞倹 = ()4/3 Several different type of Correlation terms Exchange functional (S) is derived from Homogeneous Electron Gas (HEG), analytical S-VWN, S-PZ81etc Low computation cost, low accuracy by itself Integration localized to individual electron density Some errors cancel out
  • 8. Graphite imaging with Imaging PS vs LDA. by Heske et al3
  • 9. Ground state of C60 calculated with DFT (DFT2)
  • 10. Generalized Gradient Appx. (GGA) Works like LDA with weighted consideration for derivative of the point density with regards to distance Becke 88 exchange 88 = 瑞倹 (駒$) Lee-Yang-Parr correlation B-LYP, PW-LYPetc
  • 11. Comparison DFT doesnt have hierarchy since it is not variational DFT also doesnt have single convergence HF and Coupled Cluster Theory are single convergence Coupled Cluster works by perturbation, can always go to higher accuracy Vanilla DFT=n^3, HF=n^4, CC=n^7
  • 12. Limitations DFT not very accurate for dynamics due to activation energy being a bit off (a few kcal/mol) Modification to KS-DFT can be made to accommodate for far out electrons using ad hoc diffuse integrals and asymptotic correction. Often have to be used with other methods (usually no longer ab initio)
  • 13. Current DFT Since KS-DFT is partially HF dependent most HF programs adopted DFT add-ons (i.e. Gaussian) Figuring out optical properties of Chromophores Structure-property relationships Design to property parameters
  • 14. Sources 1. Is chemistry The Central Science? How are different sciences related? Co- citations, reductionism, emergence, and posets Alexandru T. Balaban, Douglas J. Klein Scientometrics 2006, 69, 615-637. 2. Density Functional Theory. (2015, September 22). Retrieved October 18, 2015, from https://en.wikipedia.org/wiki/Density_functional_theory 3. Heske, C., Treusch, R., Himpsel, F., Kakar, S., Terminello, L., Weyer, H., & Shirley, E. (1999). Band widening in graphite. Phys. Rev. B Physical Review B, 4680-4684.