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minor doc fixes
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@ -83,7 +83,7 @@ For plotting the density of states, you type::
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SK.density_of_states(mu, broadening, mesh, with_Sigma, with_dc, proj_type, dosocc, save_to_file)
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where a brief description of all of the inputs are given in :meth:`density_of_states <dft.sumk_dft_tools.SumkDFTTools.density_of_states>`, which a more in depth discussion of using this routine is given here.
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where a description of all of the inputs are given in :meth:`density_of_states <dft.sumk_dft_tools.SumkDFTTools.density_of_states>`:
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.. automethod:: triqs_dft_tools.sumk_dft_tools.SumkDFTTools.density_of_states
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:noindex:
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@ -92,7 +92,7 @@ where a brief description of all of the inputs are given in :meth:`density_of_st
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:width: 600
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:align: center
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The figure above shows the DFT SrVO\ :sub:`3`\ density of states generated from 2925 k-points in the irreducible Brillouin zone with the V t\ :sub:`2g`\ Wanner projectors generated within a correlated energy window of [-13.6, 13.6] eV. The `broadening` input has been set to the temperature (i.e., 1/Beta). The total, V t\ :sub:`2g`\ Wannier and occupied total density of states generated from the SK.density_of_states() routine are shown. Note that the noise in the density of states comes from the number of k-points used. This can be removed upon by either using more k-points or using a larger `broadening` value.
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The figure above shows the DFT SrVO\ :sub:`3`\ density of states generated from 2925 k-points in the irreducible Brillouin zone with the V t\ :sub:`2g`\ Wannier projectors generated within a correlated energy window of [-13.6, 13.6] eV. The `broadening` input has been set to the temperature (i.e., 1/Beta). The total, V t\ :sub:`2g`\ Wannier and occupied total density of states generated from the SK.density_of_states() routine are shown. Note that the noise in the density of states comes from the number of k-points used. This can be removed upon by either using more k-points or using a larger `broadening` value.
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Band resolved density matrices
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@ -123,7 +123,7 @@ This spectral function is calculated by typing::
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:width: 1000
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:align: center
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The figure above shows the DFT SrVO\ :sub:`3`\ spaghetti plot (generated using V t\ :sub:`2g`\ Wanner projectors generated within a correlated energy window of [-13.6, 13.6] eV). As before, the broadening input has been set to the temperature (i.e., 1/Beta). The left panel shows the total A(k, :math:`\omega`) whereas the right gives the Wannier A(k, :math:`\omega`), both generated from this SK.spaghettis().
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The figure above shows the DFT SrVO\ :sub:`3`\ spaghetti plot (generated using V t\ :sub:`2g`\ Wannier projectors generated within a correlated energy window of [-13.6, 13.6] eV). As before, the broadening input has been set to the temperature (i.e., 1/Beta). The left panel shows the total A(k, :math:`\omega`) whereas the right gives the Wannier A(k, :math:`\omega`), both generated from this SK.spaghettis().
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Energy contours of the k-resolved Spectral function
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@ -142,7 +142,7 @@ This routine calculates the k-resolved spectral function evaluated at the Fermi
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:width: 1000
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:align: center
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The figure above shows the DFT SrVO\ :sub:`3`\ energy contour plots (again, generated using V t\ :sub:`2g`\ Wanner projectors generated within a correlated energy window of [-13.6, 13,6] eV and broadening of 1/Beta). Both panels have been generated on a k-mesh within the first Brilluoin zone on the k\ :sub:`z`\ = 0.0 plane centered at the :math:`\Gamma` point. Here, each panel generated using the outputs from this SK.spectral_contours_plot() routine shows the A(k, :math:`\omega`) evaluated at :math:`\omega` = -0.5 eV (left) and the Fermi level, :math:`\omega` = 0.0 eV, (right).
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The figure above shows the DFT SrVO\ :sub:`3`\ energy contour plots (again, generated using V t\ :sub:`2g`\ Wannier projectors generated within a correlated energy window of [-13.6, 13,6] eV and broadening of 1/Beta). Both panels have been generated on a k-mesh within the first Brillouin zone on the k\ :sub:`z`\ = 0.0 plane centered at the :math:`\Gamma` point. Here, each panel generated using the outputs from this SK.spectral_contours_plot() routine shows the A(k, :math:`\omega`) evaluated at :math:`\omega` = -0.5 eV (left) and the Fermi level, :math:`\omega` = 0.0 eV, (right).
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Partial charges
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@ -152,7 +152,7 @@ These outputs are converted to the HDF5 file by::
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The kgrid and ngrid are user-defined numpy array inputs containing the plot3d inputs described above.
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These inputs are needed to generate the reciprocal lattice coordinates for the output files.
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The default for both of these variables is None, which in this case the converter automatically generates the
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full Brilluoin zone by applying all of the symmetry operators to the read IBZ coordinates. However,
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full Brillouin zone by applying all of the symmetry operators to the read IBZ coordinates. However,
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if the plot3d input is a k-mesh not centered around the origin and/or a k-mesh which only requires
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a subset of the symmetry operators (say a 2D k-mesh) then the plot3d input needs to be an input to
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the converter. Here, kgrid would be a double numpy array of size (4,3) specifying the k-mesh corner,
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@ -168,7 +168,7 @@ Example
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-------
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Here we present an example calculation of the DFT optical conductivity of SrVO3 comparing the results from the Elk and Wien2k inputs. The DFT codes used 4495 k-points in the
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irreducible Brillouin zone with Wanner projectors generated within a correlated energy window of [-8, 7.5] eV. We assume that the required DFT files have been read and saved by the TRIQS
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irreducible Brillouin zone with Wannier projectors generated within a correlated energy window of [-8, 7.5] eV. We assume that the required DFT files have been read and saved by the TRIQS
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interface routines as discussed previously. Below is an example script to generate the conductivities::
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from sumk_dft_tools import *
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@ -55,16 +55,24 @@ class SumkDFTTools(SumkDFT):
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def density_of_states(self, mu=None, broadening=None, mesh=None, with_Sigma=True, with_dc=True, proj_type=None, dosocc=False, save_to_file=True):
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"""
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Calculates the density of states and the projected density of states.
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Calculates the density of states and the projected density of states.
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The basis of the projected density of states is specified by proj_type.
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The output files (if `save_to_file = True`) have two (three in the orbital-resolved case) columns representing the frequency and real part of the DOS (and imaginary part of the DOS) in that order.
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The output files are as follows:
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- DOS_(spn).dat, the total DOS.
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- DOS_(proj_type)_(spn)_proj(i).dat, the DOS projected to an orbital with index i which refers to the index given in SK.shells (or SK.corr_shells for proj_type = "wann").
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- DOS_(proj_type)_(sp)_proj(i)_(m)_(n).dat, As above, but printed as orbitally-resolved matrix in indices "m" and "n". For example, for "d" orbitals, it gives the DOS separately for each orbital (e.g., `d_(xy)`, `d_(x^2-y^2)`, and so on).
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Parameters
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----------
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mu : double, optional
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Chemical potential, overrides the one stored in the hdf5 archive.
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By default, this is automatically set to the chemical potential within the SK object.
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broadening : double, optional
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Lorentzian broadening of the spectra to avoid any numerical artifacts.
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Lorentzian broadening of the spectra to avoid any numerical artifacts.
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If not given, standard value of lattice_gf (0.001 eV) is used.
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mesh : real frequency MeshType, optional
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Omega mesh for the real-frequency Green's function.
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@ -77,10 +85,11 @@ class SumkDFTTools(SumkDFT):
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with_dc : boolean, optional
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If True the double counting correction is used.
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proj_type : string, optional
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The type of projection used for the orbital-projected DOS.
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These projected spectral functions will be determined alongside the total spectral function.
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By default, no projected DOS type will be calculated (the corresponding projected arrays will be empty).
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The type of projection used for the orbital-projected DOS.
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These projected spectral functions will be determined alongside the total spectral function.
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By default, no projected DOS type will be calculated (the corresponding projected arrays will be empty).
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The following options are:
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'None' - Only total DOS calculated
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'wann' - Wannier DOS calculated from the Wannier projectors
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'vasp' - Vasp orbital-projected DOS only from Vasp inputs
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@ -98,18 +107,11 @@ class SumkDFTTools(SumkDFT):
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Contains the full density of states with the form of DOS[spn][n_om] where "spn" speficies the spin type of the calculation ("up", "down", or combined "ud" which relates to calculations with spin-orbit coupling) and "n_om" is the number of real frequencies as specified by the real frequency MeshType used in the calculation. This array gives the total density of states.
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DOSproj : Dict of numpy arrays
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DOS projected to atom (shell) with the form of DOSproj[n_shells][spn][n_om] where "n_shells" is the total number of correlated or uncorrelated shells (depending on the input "proj_type"). This array gives the trace of the orbital-projected density of states. Empty if proj_type = None
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DOSproj_orb : Dict of numpy arrays
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DOSproj_orb : Dict of numpy arrays
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Orbital-projected DOS projected to atom (shell) and resolved into orbital contributions with the form of DOSproj_orb[n_shells][spn][n_om,dim,dim] where "dim" specifies the orbital dimension of the correlated/uncorrelated shell (depending on the input "proj_type").
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Empty if proj_type = None
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The output files (if `save_to_file = True`) have two (three in the orbital-resolved case) columns representing the frequency and real part of the DOS (and imaginary part of the DOS) in that order.
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The output files are as follows:
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DOS_(spn).dat : The total DOS.
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DOS_(proj_type)_(spn)_proj(i).dat : The DOS projected to an orbital with index i which refers to the index given in SK.shells (or SK.corr_shells for proj_type = "wann").
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DOS_(proj_type)_(sp)_proj(i)_(m)_(n).dat: As above, but printed as orbitally-resolved matrix in indices "m" and "n". For example, for "d" orbitals, it gives the DOS separately for each orbital (e.g., "d_(xy)", "d_(x^2-y^2), and so on).
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"""
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# Note the proj_type = 'elk' (- Elk orbital-projected DOS only from Elk inputs) is not included for now.
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# Brief description to why can be found in the comment above the currently commented out dft_band_characters() routine
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# in converters/elk.py.
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@ -181,7 +183,7 @@ class SumkDFTTools(SumkDFT):
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# subgroup_present, values_not_read = self.read_input_from_hdf(
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# subgrp=self.bc_data, things_to_read=things_to_read)
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# if len(values_not_read) > 0 and mpi.is_master_node:
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# raise ValueError(
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# raise ValueError(
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# 'ERROR: One or more necessary SumK input properties have not been found in the given h5 archive:', self.values_not_read)
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# set-up output arrays
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@ -284,6 +286,7 @@ class SumkDFTTools(SumkDFT):
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"""
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Internal routine which calculates the project Green's function subject to the
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proj_type input.
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Parameters
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----------
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G_latt : Gf
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@ -306,6 +309,7 @@ class SumkDFTTools(SumkDFT):
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projected/downfolded lattice Green's function
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Contains the band-resolved density matrices per k-point.
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"""
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# Note the proj_type = 'elk' (- Elk orbital-projected DOS only from Elk inputs) is not included for now.
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# Brief description to why can be found in the comment above the currently commented out dft_band_characters() routine
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# in converters/elk.py.
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@ -354,6 +358,7 @@ class SumkDFTTools(SumkDFT):
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"""
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Internal routine which loads the n_parproj, proj_mat_all, rot_mat_all and
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rot_mat_all_time_inv from parproj data from .h5 file.
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Parameters
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----------
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data_type : string, optional
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@ -361,6 +366,7 @@ class SumkDFTTools(SumkDFT):
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'band' - reads data converted by bands_convert()
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None - reads data converted by parproj_convert()
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"""
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# read in the projectors
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things_to_read = ['n_parproj', 'proj_mat_all']
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if data_type == 'band':
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@ -399,7 +405,7 @@ class SumkDFTTools(SumkDFT):
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save_occ : boolean, optional
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If True, saves the band resolved density matrix in misc_data.
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save_to_file : boolean, optional
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If True, text files with the calculated data will be created.\
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If True, text files with the calculated data will be created.
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Returns
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-------
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@ -451,13 +457,23 @@ class SumkDFTTools(SumkDFT):
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Calculates the correlated spectral function at the Fermi level (relating to the Fermi
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surface) or at specific frequencies.
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The output files have three columns representing the k-point index, frequency and A(k,w) in that order. The output files are as follows:
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* `Akw_(sp).dat`, the total A(k,w)
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* `Akw_(proj_type)_(spn)_proj(i).dat`, the A(k,w) projected to shell with index (i).
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* `Akw_(proj_type)_(spn)_proj(i)_(m)_(n).dat`, as above, but for each (m) and (n) orbital contribution.
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The files are prepended with either of the following:
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For `FS` set to True the output files name include _FS_ and these files contain four columns which are the cartesian reciprocal coordinates (kx, ky, kz) and Akw.
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For `FS` set to False the output files name include _omega_(iom) (with `iom` being the frequency mesh index). These files also contain four columns as described above along with a comment at the top of the file which gives the frequency value at which the spectral function was evaluated.
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Parameters
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----------
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mu : double, optional
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Chemical potential, overrides the one stored in the hdf5 archive.
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By default, this is automatically set to the chemical potential within the SK object.
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broadening : double, optional
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Lorentzian broadening of the spectra to avoid any numerical artifacts.
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Lorentzian broadening of the spectra to avoid any numerical artifacts.
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If not given, standard value of lattice_gf (0.001 eV) is used.
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mesh : real frequency MeshType, optional
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Omega mesh for the real-frequency Green's function.
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@ -479,39 +495,30 @@ class SumkDFTTools(SumkDFT):
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with_dc : boolean, optional
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If True the double counting correction is used.
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proj_type : string, optional
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The type of projection used for the orbital-projected DOS.
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These projected spectral functions will be determined alongside the total spectral function.
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By default, no projected DOS type will be calculated (the corresponding projected arrays will be empty).
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The following options are:
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'None' - Only total DOS calculated
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'wann' - Wannier DOS calculated from the Wannier projectors
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The type of projection used for the orbital-projected DOS.
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These projected spectral functions will be determined alongside the total spectral function.
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By default, no projected DOS type will be calculated (the corresponding projected arrays will be empty).
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The following options are:
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* `None` Only total DOS calculated
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* `wann` Wannier DOS calculated from the Wannier projectors
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save_to_file : boolean, optional
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If True, text files with the calculated data will be created.
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Returns
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-------
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Akw : Dict of numpy arrays
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(Correlated) k-resolved spectral function.
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This dictionary has the form of `Akw[spn][n_k, n_om]` where spn, n_k and n_om are the spin, number of k-points, and number of frequencies used in the calculation.
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pAkw : Dict of numpy arrays
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(Correlated) k-resolved spectral function projected to atoms (i.e., the Trace of the orbital-projected A(k,w)).
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This dictionary has the form of pAkw[n_shells][spn][n_k, n_om] where n_shells is the total number of correlated or uncorrelated shells.
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Empty if proj_type = None
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pAkw_orb : Dict of numpy arrays
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(Correlated) k-resolved spectral function projected to atoms and
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resolved into orbital contributions.
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This dictionary has the form of pAkw[n_shells][spn][n_k, n_om,dim,dim] where dim specifies the orbital dimension of the correlated/uncorrelated shell.
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Empty if proj_type = None
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The output files have three columns representing the k-point index, frequency and A(k,w) in that order. The output files are as follows:
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Akw_(sp).dat : The total A(k,w).
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Akw_(proj_type)_(spn)_proj(i).dat: The A(k,w) projected to shell with index (i).
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Akw_(proj_type)_(spn)_proj(i)_(m)_(n).dat`: As above, but for each (m) and (n) orbital contribution.
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The files are prepended with either of the following:
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For `FS` set to True : The output files' name include _FS_ and these files contain four columns which are the cartesian reciprocal coordinates (kx, ky, kz) and Akw.
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For `FS` set to False : The output files' name include _omega_(iom) (with `iom` being the frequency mesh index). These files also contain four columns as described above along with a comment at the top of the file which gives the frequency value at which the spectral function was evaluated.
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Akw : Dict of numpy arrays
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(Correlated) k-resolved spectral function.
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This dictionary has the form of `Akw[spn][n_k, n_om]` where spn, n_k and n_om are the spin, number of k-points, and number of frequencies used in the calculation.
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pAkw : Dict of numpy arrays
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(Correlated) k-resolved spectral function projected to atoms (i.e., the Trace of the orbital-projected A(k,w)).
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This dictionary has the form of pAkw[n_shells][spn][n_k, n_om] where n_shells is the total number of correlated or uncorrelated shells. Empty if `proj_type = None`
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pAkw_orb : Dict of numpy arrays
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(Correlated) k-resolved spectral function projected to atoms and
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resolved into orbital contributions.
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This dictionary has the form of pAkw[n_shells][spn][n_k, n_om,dim,dim] where dim specifies the orbital dimension of the correlated/uncorrelated shell. Empty if `proj_type = None`
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"""
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if (proj_type != None):
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assert proj_type in ('wann'), "'proj_type' must be 'wann' if not None"
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# read in the energy contour energies and projectors
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@ -631,6 +638,14 @@ class SumkDFTTools(SumkDFT):
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"""
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Calculates the k-resolved spectral function A(k,w) (band structure)
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The output files have three columns representing the k-point index, frequency and A(k,w) (in this order).
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The output files are as follows:
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- Akw_(sp).dat, the total A(k,w).
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- Akw_(proj_type)_(spn)_proj(i).dat, the A(k,w) projected to shell with index (i).
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- Akw_(proj_type)_(spn)_proj(i)_(m)_(n).dat, as above, but for each (m) and (n) orbital contribution.
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Parameters
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----------
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mu : double, optional
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@ -640,7 +655,7 @@ class SumkDFTTools(SumkDFT):
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Lorentzian broadening of the spectra to avoid any numerical artifacts.
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If not given, standard value of lattice_gf (0.001 eV) is used.
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mesh : real frequency MeshType, optional
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Omega mesh for the real-frequency Green's function.
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Omega mesh for the real-frequency Green's function.
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Given as parameter to lattice_gf.
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plot_shift : double, optional
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Offset [=(ik-1)*plot_shift, where ik is the index of the k-point] for each A(k,w) for stacked plotting of spectra.
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@ -652,7 +667,7 @@ class SumkDFTTools(SumkDFT):
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is calculated for.
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If shell_list = None and proj_type is not None, then the projected spectral
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function is calculated for all shells.
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Note for experts: The spectra from Wien2k inputs are not rotated to the local coordinate system used in Wien2k.
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Note for experts: The spectra from Wien2k inputs are not rotated to the local coordinate system used in Wien2k.
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with_Sigma : boolean, optional
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If True, the self energy is used for the calculation.
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If false, the DOS is calculated without self energy.
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@ -661,10 +676,11 @@ class SumkDFTTools(SumkDFT):
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with_dc : boolean, optional
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If True the double counting correction is used.
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proj_type : string, optional
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The type of projection used for the orbital-projected DOS.
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These projected spectral functions will be determined alongside the total spectral function.
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By default, no projected DOS type will be calculated (the corresponding projected arrays will be empty).
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The type of projection used for the orbital-projected DOS.
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These projected spectral functions will be determined alongside the total spectral function.
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By default, no projected DOS type will be calculated (the corresponding projected arrays will be empty).
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The following options are:
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'None' - Only total DOS calculated
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'wann' - Wannier DOS calculated from the Wannier projectors
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'wien2k' - Wien2k orbital-projected DOS from the wien2k theta projectors
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@ -675,21 +691,16 @@ class SumkDFTTools(SumkDFT):
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-------
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Akw : Dict of numpy arrays
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(Correlated) k-resolved spectral function.
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This dictionary has the form of `Akw[spn][n_k, n_om]` where spn, n_k and n_om are the spin, number of k-points, and number of frequencies used in the calculation.
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This dictionary has the form of `Akw[spn][n_k, n_om]` where spn, n_k and n_om are the spin, number of k-points, and number of frequencies used in the calculation.
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pAkw : Dict of numpy arrays
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(Correlated) k-resolved spectral function projected to atoms (i.e., the Trace of the orbital-projected A(k,w)).
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This dictionary has the form of pAkw[n_shells][spn][n_k, n_om] where n_shells is the total number of correlated or uncorrelated shells.
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This dictionary has the form of pAkw[n_shells][spn][n_k, n_om] where n_shells is the total number of correlated or uncorrelated shells.
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Empty if proj_type = None
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pAkw_orb : Dict of numpy arrays
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(Correlated) k-resolved spectral function projected to atoms and
|
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resolved into orbital contributions.
|
||||
This dictionary has the form of pAkw[n_shells][spn][n_k, n_om,dim,dim] where dim specifies the orbital dimension of the correlated/uncorrelated shell.
|
||||
Empty if proj_type = None
|
||||
|
||||
The output files have three columns representing the k-point index, frequency and A(k,w) in that order. The output files are as follows:
|
||||
Akw_(sp).dat : The total A(k,w).
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||||
Akw_(proj_type)_(spn)_proj(i).dat: The A(k,w) projected to shell with index (i).
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||||
Akw_(proj_type)_(spn)_proj(i)_(m)_(n).dat`: As above, but for each (m) and (n) orbital contribution.
|
||||
"""
|
||||
|
||||
# initialisation
|
||||
@ -785,7 +796,7 @@ class SumkDFTTools(SumkDFT):
|
||||
|
||||
def gen_Akw(self, mu, broadening, mesh, plot_shift, plot_range, shell_list, with_Sigma, with_dc, proj_type):
|
||||
"""
|
||||
Internal routine used by spaghettis and spectral_contours to Calculate the k-resolved spectral
|
||||
Internal routine used by spaghettis and spectral_contours to Calculate the k-resolved spectral
|
||||
function A(k,w). For advanced users only.
|
||||
|
||||
Parameters
|
||||
|
Loading…
Reference in New Issue
Block a user