Constrained–random-phase–approximation formalism: Difference between revisions
Line 15: | Line 15: | ||
=== Wannier basis and target space === | === Wannier basis and target space === | ||
To use model Hamiltonians successfully a localized basis set is chosen. | To use model Hamiltonians successfully a localized basis set is chosen. | ||
In most applications this basis set consists of Wannier states that are connected with the Bloch functions <math>\phi_{n\bf k}^\sigma ({\bf r}) = e^{i{\bf k r}} u_{n\bf k}({r})</math> of band <math>n</math> at k-point <math>k</math> with spin <math>\sigma</math> via | In most applications this basis set consists of Wannier states that are connected with the Bloch functions <math>\phi_{n\bf k}^\sigma ({\bf r}) = e^{i{\bf k r}} u_{n\bf k}({r})</math> of band <math>n</math> at k-point <math>k</math> with spin <math>\sigma</math> via | ||
::<math> | ::<math> | ||
| w_{i\bf R}^\sigma \rangle = \frac{1}{N_k}\sum_{n\bf k} e^{-i {\bf k R}} | | w_{i\bf R}^\sigma \rangle = \frac{1}{N_k}\sum_{n\bf k} e^{-i {\bf k R}} T_{i n}^{\sigma({\bf k})} | u_{n\bf k}^\sigma \rangle | ||
</math> | </math> | ||
Usually, the basis set is localized such that the interaction between periodic images can be neglected. Hence, in practice one works with the Wannier function in the unit cell at <math>\bf R=0</math> and writes instead: | Usually, the basis set is localized such that the interaction between periodic images can be neglected. Hence, in practice one works with the Wannier function in the unit cell at <math>\bf R=0</math> and writes instead: | ||
::<math> | ::<math> | ||
| w_{i}^\sigma \rangle = \frac{1}{N_k}\sum_{n\bf k} | | w_{i}^\sigma \rangle = \frac{1}{N_k}\sum_{n\bf k} T_{i n}^{\sigma({\bf k})} | u_{n\bf k}^\sigma \rangle | ||
</math> | </math> | ||
In practice one builds a model Hamiltonian only for a subset of Bloch functions. These '''target states''' are typically centered around the chemical potential (or Fermi energy) and are strongly localized around ions. The model Hamiltonian can be solved successfully, only if the target states are well represented by the Wannier basis. As a measure of the Wannier representation one usually compares the original band structure with the Wannier interpolated one. | {{NB|mind|Here, T instead of the widely used U notation for the transformation matrix is used to avoid confusion with the Hubbard parameter.}} | ||
In practice one builds a model Hamiltonian only for a small subset of Bloch functions. These '''target states''' are typically centered around the chemical potential (or Fermi energy) and are strongly localized around ions. The model Hamiltonian can be solved successfully, only if the target states are well represented by the Wannier basis. | |||
As a measure of the Wannier representation one usually compares the original band structure with the Wannier interpolated one. | |||
In the following example (SrVO3) the target space consists of three Bloch bands (red bands) that may be represented well by three Wannier states: | |||
[[File:SrVO3_t2g_bands.png|250px]] | [[File:SrVO3_t2g_bands.png|250px]] | ||
In this case, the Wannier basis contains only target states and no additional Wannier states are required. | In this optimal case, the Wannier basis contains only target states and no additional Wannier states are required. The mapping between Bloch and Wannier states is one-to-one and <math>T</math> is a three-by-three unitary matrix at each k-point. | ||
More often, however, one has delocalized states that mix with the target space of the model. | More often, however, one has delocalized states that mix with the target space of the model. | ||
Line 37: | Line 39: | ||
[[File:Ni_d_s_bands.png|250px]] | [[File:Ni_d_s_bands.png|250px]] | ||
This system requires at least six Wannier states to represent the electronic structure of five target states well. | This system requires at least six Wannier states to represent the electronic structure of five target states well. That is, a one-to-one mapping between Bloch and Wannier space requires a six-by-six unitary matrix. | ||
If a modification of the band structure is acceptable within an energy window, these five target states might be '''disentangled''' from the remaining ones and one arrives at following picture: | If a modification of the band structure is acceptable within an energy window, these five target states might be '''disentangled''' from the remaining ones and one arrives at following picture: | ||
[[File:Ni_d_bands_decoupled.png|250px]] | [[File:Ni_d_bands_decoupled.png|250px]] | ||
Here the original Bloch bands (gray lines) are projected to five non-crossing Wannier states. | |||
=== Parameter definitions === | === Parameter definitions === |
Revision as of 08:36, 7 April 2022
The constrained random-phase approximation (CRPA) is a method that allows to calculate the effective interaction parameter U, J and J' for model Hamiltonians. The main idea is to neglect screening effects of specific target states in the screened Coulomb interaction W of the GW method. The resulting partially screened Coulomb interaction is usually evaluated in a localized basis that spans the target space and is described by the model Hamiltonian. Usually, the target space is low-dimensional (up to 5 states) and therefore allows for the application of a higher level theory, such as dynamical mean field theory (DMFT).
Model Hamiltonians
A model Hamiltonian describes a small subset of electrons around the chemical potential and has, in second quantization, following form
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle H = \sum_\sigma \sum_{<ij>} t_{ij}^\sigma c_{i\sigma}^\dagger c_{j\sigma} + \sum_{\sigma\sigma'} \sum_{<ijkl>} U_{ijkl}^{\sigma\sigma'} c_{i\sigma}^\dagger c_{k\sigma'}^\dagger c_{j\sigma} c_{l\sigma'}}
Here, Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle i,j,k,l} are site and Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle \sigma,\sigma'} spin indices, respectively and the symbol Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle <\cdots>} indicates summation over nearest neighbors. The hopping matrix elements Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle t_{ij}^\sigma } describe the hopping of electrons (of same spin) between site Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): i and Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): j , while the effective Coulomb matrix elements Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle U_{ijkl}^{\sigma\sigma'}} describe the interaction of electrons between sites.
Wannier basis and target space
To use model Hamiltonians successfully a localized basis set is chosen. In most applications this basis set consists of Wannier states that are connected with the Bloch functions Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle \phi_{n\bf k}^\sigma ({\bf r}) = e^{i{\bf k r}} u_{n\bf k}({r})} of band Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): n at k-point Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): k with spin Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): \sigma via
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle | w_{i\bf R}^\sigma \rangle = \frac{1}{N_k}\sum_{n\bf k} e^{-i {\bf k R}} T_{i n}^{\sigma({\bf k})} | u_{n\bf k}^\sigma \rangle }
Usually, the basis set is localized such that the interaction between periodic images can be neglected. Hence, in practice one works with the Wannier function in the unit cell at Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle \bf R=0} and writes instead:
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle | w_{i}^\sigma \rangle = \frac{1}{N_k}\sum_{n\bf k} T_{i n}^{\sigma({\bf k})} | u_{n\bf k}^\sigma \rangle }
Mind: Here, T instead of the widely used U notation for the transformation matrix is used to avoid confusion with the Hubbard parameter. |
In practice one builds a model Hamiltonian only for a small subset of Bloch functions. These target states are typically centered around the chemical potential (or Fermi energy) and are strongly localized around ions. The model Hamiltonian can be solved successfully, only if the target states are well represented by the Wannier basis. As a measure of the Wannier representation one usually compares the original band structure with the Wannier interpolated one.
In the following example (SrVO3) the target space consists of three Bloch bands (red bands) that may be represented well by three Wannier states:
In this optimal case, the Wannier basis contains only target states and no additional Wannier states are required. The mapping between Bloch and Wannier states is one-to-one and Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): T is a three-by-three unitary matrix at each k-point.
More often, however, one has delocalized states that mix with the target space of the model. Without including these crossing states in the Wannier basis, a good representation of the band structure is not possible. Below is an example (face-centered-cubic Ni), where the delocalized s-band (blue) crosses the five target d-states (red):
This system requires at least six Wannier states to represent the electronic structure of five target states well. That is, a one-to-one mapping between Bloch and Wannier space requires a six-by-six unitary matrix.
If a modification of the band structure is acceptable within an energy window, these five target states might be disentangled from the remaining ones and one arrives at following picture:
Here the original Bloch bands (gray lines) are projected to five non-crossing Wannier states.
Parameter definitions
Mind: The calculation of the hopping matrix Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): t depends on the theory that is used to solve the effective model. |
For instance, in DFT+DMFT (often termed LDA+DMFT) one calculates the hopping matrix from the Kohn-Sham energies, while in GW+DMFT the GW quasi-particle energies are used. If Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle \epsilon^\sigma_{n\bf k}} denotes these one-electron energies and Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle \mu^\sigma} is the corresponding Fermi energy, the hopping matrix elements are calculated with following formula
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle t_{ij}^\sigma = \frac{1}{N_k}\sum_{n\bf k}U_{in}^{*\sigma({\bf k})} (\epsilon^\sigma_{n{\bf k}} - \mu^\sigma) U_{jn}^{\sigma({\bf k})} }
Similarly, the Coulomb matrix elements are evaluated from the Bloch representation of the effective Coulomb kernel Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle U_{{\bf G G}'}({\bf q})} via
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle U_{ijkl}^{\sigma\sigma'} = \frac{1}{N^3_k}\sum_{{\bf k k q}}\sum_{n_1n_2n_3n_4} U_{in_1}^{*({\bf k})} U_{jn_2}^{({\bf k-q})} \langle u_{n_1\bf k}| e^{-i({\bf q + G})\cdot {\bf r}} |u_{n_2\bf k-q}\rangle U_{{\bf G G}'}({\bf q}) \langle u_{n_3\bf k'-q}| e^{i({\bf q - G'})\cdot {\bf r'} }|u_{n_4\bf k'}\rangle U_{kn_3}^{*({\bf k'-q})} U_{ln_4}^{({\bf k'})} }
Mind: The effective Coulomb kernel is frequency dependent and thus the effective interaction in the model as well. |
In most applications, however, one considers the static limit Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle U=U(\omega\to 0)} .
In practice one often, simplifies the model Hamiltonian further and works with the Hubbard-Kanamori parameters:[1]
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle {\cal U }^{\sigma\sigma'} = \frac 1 N \sum_{i=1}^N U_{iiii} }
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle {\cal U' }^{\sigma\sigma'} = \frac{1}{N(N-1)}\sum_{i\neq j}^N U_{ijji} }
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle {\cal J }^{\sigma\sigma'} = \frac{1}{N(N-1)} \sum_{i\neq j}^N U_{ijij} }
Here Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): N specifies the number of Wannier functions in the basis set.
Effective Coulomb kernel in constrained random-phase approximation
In analogy to the screened Coulomb kernel in GW, the effective coulomb kernel is calculated as
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle U^{\sigma\sigma'}_{{\bf G}{\bf G}'}({\bf q},\omega)=\left[\delta_{{\bf G}{\bf G}'}-(\chi^{\sigma\sigma'}_{{\bf G}{\bf G}'}({\bf q},\omega) - \tilde\chi^{\sigma\sigma'}_{{\bf G}{\bf G}'}({\bf q},\omega) ) \cdot V_{{\bf G}{\bf G}'}({\bf q})\right]^{-1}V_{{\bf G}{\bf G}'}({\bf q}) }
In contrast to the GW method, however, the polarizability contains all RPA screening effects, except those from the target space. These effects can be obtained with the target Bloch states:
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle |\tilde \phi_{n\bf k}\rangle = \sum_{ m } \underbrace{ P_{mn}^{({\bf k})} }_{ \sum_{i\in \cal T} U_{i n}^{*({\bf k})} U_{i m}^{({\bf k})} } | \phi_{m\bf k}\rangle }
Using Green's functions of the target space
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle \tilde G^\sigma({\bf r},{\bf r}',i\tau)=-\sum_{n{\bf k}} \sum_{ij} U_{i n}^{\sigma ({\bf k}) } \phi_{n{\bf k}}^{*\sigma }({\bf r}) \phi_{n{\bf k}}^{\sigma }({\bf r}') U_{j n}^{*\sigma ({\bf k}) } e^{-(\epsilon_{n{\bf k}}-\mu)\tau}\left[\Theta(\tau)(1-f_{n{\bf k}})-\Theta(-\tau)f_{n{\bf k}}\right] }
the polarizability of the target space reads
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle \tilde \chi^{\sigma \sigma'}({\bf r},{\bf r'},i\tau) = -\tilde G^\sigma({\bf r},{\bf r'},i\tau)\tilde G^{\sigma'}({\bf r'},{\bf r},-i\tau) }
After a Fourier transform to reciprocal space and imaginary frequency axis Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle i\omega} one ends up with
- Failed to parse (SVG (MathML can be enabled via browser plugin): Invalid response ("Math extension cannot connect to Restbase.") from server "https://www.vasp.at/wiki/restbase/vasp.at/v1/":): {\displaystyle \tilde \chi^\sigma_{{\bf G,G}'}({\bf q},i\omega)= \frac 1{N^2_k}\sum_{n{\bf k}}\sum_{n'{\bf k'}} f_{n\bf k}(1-f_{n'\bf k'}) \times \int {\rm d}{\bf r }{\rm d}{\bf r'} e^{-i \bf G r} {\rm Re }\left[\frac{ \phi_{n {\bf k }}^{*\sigma }({\bf r }) \phi_{n {\bf k }}^{ \sigma }({\bf r'}) \phi_{n'{\bf k'}}^{*\sigma' }({\bf r'}) \phi_{n'{\bf k'}}^{ \sigma' }({\bf r }) }{ \epsilon_{n{\bf k}} - \epsilon_{n'\bf k'} - i \omega } \right]e^{-i \bf G' r'} \times \underbrace{ \sum_{ij } U_{i n }^{ \sigma ({\bf k }) } U_{j n }^{*\sigma ({\bf k }) }}_{ p^\sigma_{n {\bf k} } } \underbrace{ \sum_{ kl } U_{k n'}^{ \sigma' ({\bf k'}) } U_{l n'}^{*\sigma' ({\bf k'}) } }_{p^{\sigma'}_{ n'{\bf k'}} } }
describing the propagation within the target space.
=
Related tags and articles
ALGO, NTARGET_STATES, NCRPA_BANDS LDISENTANGLE LWEIGHTED NUM_WANN WANNIER90_WIN ENCUTGW VCUTOFF