Local-density approximation: Difference between revisions

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'''Local-density approximations''' ('''LDA''') are a class of approximations to the [[Exchange interaction|exchange]]-[[Electron correlation|correlation]] (XC) energy [[Functional (mathematics)|functional]] in [[density functional theory]] (DFT) that depend solely upon the value of the [[electronic density]] at each point in space (and not, for example, derivatives of the density or the [[Kohn-Sham equations|Kohn-Sham orbitals]]). Many approaches can yield local approximations to the XC energy. Overwhelming, however, successful local approximations are those that have been derived from the [[homogeneous electron gas]] (HEG) model. In this regard, LDA is generally synonymous with functionals based on the HEG approximation, and which then applied to realistic systems (molecules and solids).
 
In general, for a spin-unpolarized system, a local-density approximation for the exchange-correlation energy is written as
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so that separate expressions for ''ε''<sub>x</sub> and ''ε''<sub>c</sub> are sought. The exchange term takes on a simple analytic form for the HEG. Only limiting expressions for the correlation density are known exactly, leading to numerous different approximations for ''ε''<sub>c</sub>.
 
Local-density approximations are important in the construction of more sophisticated approximations to the exchange-correlation energy, such as [[generalized gradient approximation]]s or [[hybrid functional]]s, as a desirable property of any approximate exchange-correlation functional is that it reproduce the exact results of the HEG for non-varying densities. As such, LDA's are often an explicit component of such functionals.
 
== Homogeneous electron gas ==
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:<math>\frac{4}{3}\pi r_{s}^{3} = \frac{1}{\rho}.</math>
 
Accurate [[quantum Monte Carlo]] simulations for the energy of the HEG have been performed for several intermediate values of the density, in turn providing accurate values of the correlation energy density.<ref>{{cite journal | title = Ground State of the Electron Gas by a Stochastic Method | author = D. M. Ceperley and B. J. Alder | journal = Phys. Rev. Lett. | volume = 45 | pages = 566–569 | year = 1980 | url = http://link.aps.org/abstract/PRL/v45/p566 | doi = 10.1103/PhysRevLett.45.566 | format = abstract}}</ref> The most popular LDA's to the correlation energy density interpolate these accurate values obtained from simulation while reproducing the exactly known limiting behavior. Various approaches, using different analytic forms for ''ε''<sub>c</sub>, have generated several LDA's for the correlation functional, including
 
* Vosko-Wilk-Nusair (VWN) <ref name="vwn">{{cite journal | title = Accurate spin-dependent electron liquid correlation energies for local spin density calculations: a critical analysis | author = S. H. Vosko, L. Wilk and M. Nusair | journal = Can. J. Phys. | volume = 58 | pages = 1200 | year = 1980 }}</ref>
 
* Perdew-Zunger (PZ81) <ref>{{cite journal | title = Self-interaction correction to density-functional approximations for many-electron systems | author = J. P. Perdew and A. Zunger | journal = Phys. Rev. B | volume = 23 | pages = 5048 | year = 1981 | url = http://link.aps.org/abstract/PRB/v23/p5048 | doi = 10.1103/PhysRevB.23.5048 | format = abstract }}</ref>
 
* Cole-Perdew (CP) <ref>{{cite journal | title = Calculated electron affinities of the elements | author = L. A. Cole and J. P. Perdew | journal = Phys. Rev. A | volume = 25 | pages = 1265 | year = 1982 | url = http://link.aps.org/abstract/PRA/v25/p1265 | doi = 10.1103/PhysRevA.25.1265 | format = abstract }}</ref>
 
* Perdew-Wang (PW92) <ref name=pw92>{{cite journal | title = Accurate and simple analytic representation of the electron-gas correlation energy | author = John P. Perdew and Yue Wang | journal = Phys. Rev. B | volume = 45 | pages = 13244–13249 | year = 1992 | url = http://link.aps.org/abstract/PRB/v45/p13244 | doi = 10.1103/PhysRevB.45.13244 | format = abstract }}</ref>
 
Predating these, and even the formal foundations of DFT itself, is the Wigner correlation functional obtained [[Møller-Plesset_perturbation_theory#Rayleigh-Schr.C3.B6dinger_perturbation_theory|perturbatively]] from the HEG model.<ref name=wigner>{{cite journal | title = On the Interaction of Electrons in Metals | author = E. Wigner | journal = Phys. Rev. | volume = 46 | pages = 1002–1011 | year = 1934 | url = http://link.aps.org/abstract/PR/v46/p1002 | doi = 10.1103/PhysRev.46.1002 | format = abstract }}</ref>
 
== Spin polarization ==
 
The extension of density functionals to [[Spin polarization|spin-polarized]] systems is straightforward for exchange, where the exact spin-scaling is known, but for correlation further approximations must be employed. A spin polarized system in DFT employs two spin-densities, ''ρ''<sub>α</sub> and ''ρ''<sub>β</sub> with ''ρ''&nbsp;=&nbsp;''ρ''<sub>α</sub>&nbsp;+&nbsp;''ρ''<sub>β</sub>, and the form of the local-spin-density approximation (LSDA) is
 
:<math>E_{xc}^{\mathrm{LSDA}}[\rho_{\alpha},\rho_{\beta}] = \int\mathrm{d}\mathbf{r}\ \rho(\mathbf{r})\epsilon_{xc}(\rho_{\alpha},\rho_{\beta}).</math>
 
For the exchange energy, the exact result (not just for local density approximations) is known in terms of the spin-unpolarized functional<ref>{{cite journal|last=Oliver|first=G. L.|coauthors=Perdew, J. P. |date=1979|title=Spin-density gradient expansion for the kinetic energy|journal=Phys. Rev. A|volume=20|pages=397-403|doi=10.1103/PhysRevA.20.397}}</ref>:
 
:<math>E_{x}[\rho_{\alpha},\rho_{\beta}] = \frac{1}{2}\bigg( E_{x}[2\rho_{\alpha}] + E_{x}[2\rho_{\beta}] \bigg).</math>
 
The spin-dependence of the correlation energy density is approached by introducing the relative spin-polarization:
 
:<math>\zeta(\mathbf{r}) = \frac{\rho_{\alpha}(\mathbf{r})-\rho_{\beta}(\mathbf{r})}{\rho_{\alpha}(\mathbf{r})+\rho_{\beta}(\mathbf{r})}.</math>
 
<math>\zeta = 0\,</math> corresponds to the paramagnetic spin-unpolarized situation with equal
<math>\alpha\,</math> and <math>\beta\,</math> spin densities whereas <math>\zeta = \pm 1</math> corresponds to the ferromagnetic situation where one spin density vanishes. The spin correlation energy density for a given values of the total density and relative polarization, ''ε''<sub>c</sub>(''ρ'',''ς''), is constructed so to interpolate the extreme values. Several forms have been developed in conjunction with LDA correlation functionals.<ref name="vwn"/><ref>{{cite journal|last=von Barth|first=U.|coauthors=Hedin, L.|date=1972|title=A local exchange-correlation potential for the spin polarized case|journal=J. Phys. C: Solid State Phys.|volume=5|pages=1629-1642|doi=10.1088/0022-3719/5/13/012}}</ref>
 
== Exchange-correlation potential ==
 
The exchange-correlation potential corresponding to the exchange-correlation energy for a local density approximation is given by<ref name="parryang"/>
 
:<math>v_{xc}^{\mathrm{LDA}}(\mathbf{r}) = \frac{\delta E^{\mathrm{LDA}}}{\delta\rho(\mathbf{r})} = \epsilon_{xc}(\rho(\mathbf{r})) + \rho(\mathbf{r})\frac{\partial \epsilon_{xc}(\rho(\mathbf{r}))}{\partial\rho(\mathbf{r})}.</math>
 
== References ==