GW Approximation
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The ''GW'' approximation (GWA) is an approximation made in order to calculate the
self-energy In quantum field theory, the energy that a particle has as a result of changes that it causes in its environment defines self-energy \Sigma, and represents the contribution to the particle's energy, or effective mass, due to interactions between ...
of a
many-body The many-body problem is a general name for a vast category of physical problems pertaining to the properties of microscopic systems made of many interacting particles. ''Microscopic'' here implies that quantum mechanics has to be used to provid ...
system of electrons. The approximation is that the expansion of the self-energy ''Σ'' in terms of the single particle
Green's function In mathematics, a Green's function is the impulse response of an inhomogeneous linear differential operator defined on a domain with specified initial conditions or boundary conditions. This means that if \operatorname is the linear differenti ...
''G'' and the screened Coulomb interaction ''W'' (in units of \hbar=1) : \Sigma = iGW - GWGWG + \cdots can be truncated after the first term: : \Sigma \approx iG W In other words, the self-energy is expanded in a formal Taylor series in powers of the screened interaction ''W'' and the lowest order term is kept in the expansion in GWA.


Theory

The above formulae are schematic in nature and show the overall idea of the approximation. More precisely, if we label an electron coordinate with its position, spin, and time and bundle all three into a composite index (the numbers 1, 2, etc.), we have : \Sigma(1,2) = iG(1,2)W(1^+,2) - \int d3 \int d4 \, G(1,3)G(3,4)G(4,2)W(1,4)W(3,2) + ... where the "+" superscript means the time index is shifted forward by an infinitesimal amount. The GWA is then : \Sigma(1,2) \approx iG(1,2)W(1^+,2) To put this in context, if one replaces ''W'' by the bare Coulomb interaction (i.e. the usual 1/r interaction), one generates the standard perturbative series for the self-energy found in most many-body textbooks. The GWA with ''W'' replaced by the bare Coulomb yields nothing other than the Hartree–Fock exchange potential (self-energy). Therefore, loosely speaking, the GWA represents a type of dynamically screened Hartree–Fock self-energy. In a solid state system, the series for the self-energy in terms of ''W'' should converge much faster than the traditional series in the bare Coulomb interaction. This is because the screening of the medium reduces the effective strength of the Coulomb interaction: for example, if one places an electron at some position in a material and asks what the potential is at some other position in the material, the value is smaller than given by the bare Coulomb interaction (inverse distance between the points) because the other electrons in the medium polarize (move or distort their electronic states) so as to screen the electric field. Therefore, ''W'' is a smaller quantity than the bare Coulomb interaction so that a series in ''W'' should have higher hopes of converging quickly. To see the more rapid convergence, we can consider the simplest example involving the homogeneous or uniform electron gas which is characterized by an electron density or equivalently the average electron-electron separation or
Wigner–Seitz radius The Wigner–Seitz radius r_, named after Eugene Wigner and Frederick Seitz, is the radius of a sphere whose volume is equal to the mean volume per atom in a solid (for first group metals). In the more general case of metals having more valence ...
r_s . (We only present a scaling argument and will not compute numerical prefactors that are order unity.) Here are the key steps: * The kinetic energy of an electron scales as 1/r_s^2 * The average electron-electron repulsion from the bare ( unscreened) Coulomb interaction scales as 1/r_s (simply the inverse of the typical separation) * The electron gas
dielectric function In electromagnetism, the absolute permittivity, often simply called permittivity and denoted by the Greek letter ''ε'' (epsilon), is a measure of the electric polarizability of a dielectric. A material with high permittivity polarizes more in ...
in the simplest Thomas–Fermi screening model for a wave vector q is : \epsilon(q) = 1 + \lambda^2/q^2 where \lambda is the screening wave number that scales as r_s^ * Typical wave vectors q scale as 1/r_s (again typical inverse separation) * Hence a typical screening value is \epsilon \sim 1 + r_s * The screened Coulomb interaction is W(q) = V(q)/\epsilon(q) Thus for the bare Coulomb interaction, the ratio of Coulomb to kinetic energy is of order r_s which is of order 2-5 for a typical metal and not small at all: in other words, the bare Coulomb interaction is rather strong and makes for a poor perturbative expansion. On the other hand, the ratio of a typical W to the kinetic energy is greatly reduced by the screening and is of order r_s/(1+r_s) which is well behaved and smaller than unity even for large r_s : the screened interaction is much weaker and is more likely to give a rapidly converging perturbative series.


Software implementing the GW approximation

*
ABINIT ABINIT is an open-source suite of programs for materials science, distributed under the GNU General Public License. ABINIT implements density functional theory, using a plane wave basis set and pseudopotentials, to compute the electronic density ...
- plane-wave pseudopotential method
BerkeleyGW
- plane-wave pseudopotential method *
CP2K CP2K is a freely available ( GPL) quantum chemistry and solid state physics program package, written in Fortran 2008, to perform atomistic simulations of solid state, liquid, molecular, periodic, material, crystal, and biological systems. It prov ...
- Gaussian-based low-scaling all-electron and pseudopotential method
ELK
- full-potential (linearized) augmented plane-wave (FP-LAPW) method *
FHI-aims FHI-aims (Fritz Haber Institute ab initio materials simulations) is a software package for computational molecular and materials science written in Fortran. It uses density functional theory and many-body perturbation theory to simulate chemical ...
- numeric atom-centered orbitals method
Fiesta
- Gaussian all-electron method

- an all-electron ''GW'' code based on augmented plane-waves, currently interfaced with
WIEN2k The WIEN2k package is a computer program written in Fortran which performs Computational chemical methods in solid state physics, quantum mechanical calculations on periodic solids. It uses the full-potential Linearized augmented-plane-wave method ...

GPAW

Molgw
- small gaussian basis code *
PySCF Python-based Simulations of Chemistry Framework (PySCF) is an ab initio computational chemistry program natively implemented in Python program language. The package aims to provide a simple, light-weight and efficient platform for quantum chemis ...
*
Quantum ESPRESSO Quantum ESPRESSO is a suite for first-principles electronic-structure calculations and materials modeling, distributed for free and as free software under the GNU General Public License. It is based on density-functional theory, plane wave basis ...
- Wannier-function pseudopotential method
Questaal
- Full Potential (FP-LMTO) method
SaX
- plane-wave pseudopotential method
Spex
- full-potential (linearized) augmented plane-wave (FP-LAPW) method *
TURBOMOLE TURBOMOLE is an ab initio computational chemistry program that implements various quantum chemistry methods. It was initially developed by the group of Prof. Reinhart Ahlrichs at the University of Karlsruhe. In 2007, TURBOMOLE GmbH, founded by ...
- Gaussian all-electron method *
VASP Viação Aérea São Paulo S/A (São Paulo Airways), better known as VASP, was an airline with its head office in the VASP Building on the grounds of São Paulo–Congonhas Airport in São Paulo, Brazil. It had main bases at São Paulo's two ...
- projector-augmented-wave (PAW) method
West
- large scale ''GW'' *
YAMBO code Yambo is a computer software package for studying many-body theory aspects of solids and molecule systems. It calculates the excited state properties of physical systems from first principles, e.g., from quantum mechanics law without the use of e ...
- plane-wave pseudopotential method


Sources

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The key publications concerning the application of the ''GW'' approximation
*
Picture of Lars Hedin, inventor of ''GW''
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GW100
- Benchmarking the ''GW'' approach for molecules.


References


Further reading


Electron Correlation in the Solid State, Norman H. March (editor), ''World Scientific Publishing Company''
* {{Cite journal, first=Ferdi, last=Aryasetiawan, title=Correlation effects in solids from first principles, url=http://repository.kulib.kyoto-u.ac.jp/dspace/bitstream/2433/96909/1/KJ00004711290.pdf Quantum field theory