Dielectric properties of SiC: Difference between revisions
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{{Template:optics_dielectric - Tutorial}} | |||
== Task == | |||
Calculation of the static and frequency dependent dielectric properties of SiC. | |||
== Static dielectric properties == | == Static dielectric properties == | ||
=== Density functional perturbation theory === | === Density functional perturbation theory === | ||
Let us start | Let us start with the calculation of the static dielectric properties. | ||
The most convenient way to determine the Born effective charges, dielectric-, | The most convenient way to determine the Born effective charges, dielectric-, | ||
piezoelectric tensors is by means of density functional perturbation theory | piezoelectric tensors is by means of density functional perturbation theory | ||
({{TAG|LEPSILON}}=.TRUE.). | ({{TAG|LEPSILON}}=''.TRUE.''). | ||
*{{TAG|INCAR}} (see INCAR.LEPSILON) | *{{TAG|INCAR}} (see INCAR.LEPSILON) | ||
| Line 28: | Line 30: | ||
#{{TAGBL|IBRION}} = 8 | #{{TAGBL|IBRION}} = 8 | ||
## As an alternative to LEPSILON = .TRUE. | ## As an alternative to {{TAGBL|LEPSILON}} = .TRUE. | ||
## you might try the following: | ## you might try the following: | ||
#{{TAGBL|LCALCEPS}} = .TRUE. | #{{TAGBL|LCALCEPS}} = .TRUE. | ||
| Line 57: | Line 59: | ||
0.25 0.25 0.25 | 0.25 0.25 0.25 | ||
</pre> | </pre> | ||
[[File:Fig dielectric properties SiC 1.png|300px]] | |||
*The {{TAG|LRPA}}-tag | *The {{TAG|LRPA}}-tag | ||
By default the dielectric tensor is | By default the dielectric tensor is calculated in the independent-particle (IP) approximation, | ||
see the lines | you should see the following lines in the {{TAG|OUTCAR}} file: | ||
HEAD OF MICROSCOPIC STATIC DIELECTRIC TENSOR (independent particle, excluding Hartree and local field effects) | HEAD OF MICROSCOPIC STATIC DIELECTRIC TENSOR (independent particle, excluding Hartree and local field effects) | ||
and | |||
MACROSCOPIC STATIC DIELECTRIC TENSOR (including local field effects in DFT) | MACROSCOPIC STATIC DIELECTRIC TENSOR (including local field effects in DFT) | ||
which comes later in the {{TAG|OUTCAR}} file. | |||
If one adds | If one adds | ||
| Line 98: | Line 104: | ||
{{TAG|LPEAD}}=.TRUE. | {{TAG|LPEAD}}=.TRUE. | ||
in the {{FILE|INCAR}} file. | in the {{FILE|INCAR}} file. | ||
| Line 110: | Line 117: | ||
{{TAGBL|SIGMA}} = 0.01 | {{TAGBL|SIGMA}} = 0.01 | ||
{{TAGBL|EDIFF}} = 1.E-8 | {{TAGBL|EDIFF}} = 1.E-8 | ||
## to get the Born effective charges | ## to get the Born effective charges | ||
## and the macroscopic dielectric tensor | ## and the macroscopic dielectric tensor | ||
| Line 161: | Line 168: | ||
== Frequency dependent dielectric response == | == Frequency dependent dielectric response == | ||
Frequency dependent dielectric functions may be computed at various levels of approximation: | Frequency dependent dielectric functions may be computed at various levels of approximation: | ||
# | # In the independent-particle approximation. | ||
# | # Including local field effects in the random-phase-approximation. | ||
# | # Including local field effects in DFT. | ||
Whatever we may choose to do afterwards in terms of dielectric response calculations, | Whatever we may choose to do afterwards in terms of dielectric response calculations, | ||
| Line 188: | Line 195: | ||
To compute the frequency dependent dielectric function in the independent-particle (IP) picture | To compute the frequency dependent dielectric function in the independent-particle (IP) picture | ||
we restart from the {{FILE|WAVECAR}} of the previous run, with the following {{FILE|INCAR}} | we restart from the {{FILE|WAVECAR}} of the previous run, with the following {{FILE|INCAR}} | ||
*{{TAG|INCAR}} (see INCAR.LOPTICS) | *{{TAG|INCAR}} (see INCAR.LOPTICS) | ||
| Line 264: | Line 270: | ||
# and a reasonable number of virtual states (see above) | # and a reasonable number of virtual states (see above) | ||
{{TAGBL|ALGO}} = CHI | {{TAGBL|ALGO}} = CHI | ||
# be sure to take the same number of bands as for | # be sure to take the same number of bands as for | ||
# the {{TAGBL|LOPTICS}}=.TRUE. calculation, otherwise the | # the {{TAGBL|LOPTICS}}=.TRUE. calculation, otherwise the | ||
# WAVEDER file is not read correctly | # WAVEDER file is not read correctly | ||
{{TAGBL|NBANDS}} = 64 | {{TAGBL|NBANDS}} = 64 | ||
{{TAGBL|ISMEAR}} = 0 | {{TAGBL|ISMEAR}} = 0 | ||
{{TAGBL|SIGMA}} = 0.01 | {{TAGBL|SIGMA}} = 0.01 | ||
{{TAGBL|EDIFF}} = 1.E-8 | {{TAGBL|EDIFF}} = 1.E-8 | ||
{{TAGBL|LWAVE }}= .FALSE. | {{TAGBL|LWAVE }}= .FALSE. | ||
{{TAGBL|LCHARG= .FALSE. | {{TAGBL|LCHARG}}= .FALSE. | ||
| Line 284: | Line 290: | ||
in the {{FILE|OUTCAR}} file. | in the {{FILE|OUTCAR}} file. | ||
Per default, for {{TAG|ALGO}}=CHI, local field effects are included at the level of the RPA ({{TAG|LRPA}}=.TRUE.), i.e., limited to Hartree contributions only. | Per default, for {{TAG|ALGO}}=''CHI'', local field effects are included at the level of the RPA ({{TAG|LRPA}}=''.TRUE.''), i.e., limited to Hartree contributions only. | ||
See the information after | See the information after | ||
| Line 305: | Line 311: | ||
The following bash-script (<tt>plotchi</tt>) uses ''awk'' to extract the frequency dependent dielectric constant, both | The following bash-script (<tt>plotchi</tt>) uses ''awk'' to extract the frequency dependent dielectric constant, both | ||
in the independent-particle picture as well as including local field effects (either in DFT or in the RPA) and plots the real and imaginary components using ''gnuplot'' | in the independent-particle picture as well as including local field effects (either in DFT or in the RPA) and plots the real and imaginary components using ''gnuplot'': | ||
<pre> | <pre> | ||
| Line 317: | Line 323: | ||
{if ($4=="dielectric") {a[i]=$1 ; b[i]=$2 ; c[i]=$3 ; i=i+1}} \ | {if ($4=="dielectric") {a[i]=$1 ; b[i]=$2 ; c[i]=$3 ; i=i+1}} \ | ||
END{for (j=1;j<i;j++) print a[j],b[j],c[j]}' OUTCAR > chi.dat | END{for (j=1;j<i;j++) print a[j],b[j],c[j]}' OUTCAR > chi.dat | ||
cat >plotfile<<! | cat >plotfile<<! | ||
# set term postscript enhanced eps colour lw 2 "Helvetica" 20 | # set term postscript enhanced eps colour lw 2 "Helvetica" 20 | ||
| Line 331: | Line 336: | ||
</pre> | </pre> | ||
If you have kept a copy of the {{FILE|vasprun.xml}} of the {{TAG|LOPTICS}}=.TRUE. run (e.g., <tt>vasprun_loptics.xml</tt>), you might execute <tt>plotall</tt> to compare the dielectric functions computed with {{TAG|LOPTICS}}=.TRUE. and {{TAG|ALGO}}=CHI. | If you have kept a copy of the {{FILE|vasprun.xml}} of the {{TAG|LOPTICS}}=''.TRUE.'' run (e.g., <tt>vasprun_loptics.xml</tt>), you might execute <tt>plotall</tt> to compare the dielectric functions computed with {{TAG|LOPTICS}}=''.TRUE.'' and {{TAG|ALGO}}=''CHI''. | ||
<pre> | <pre> | ||
| Line 372: | Line 377: | ||
</pre> | </pre> | ||
Why are the dielectric functions in independent-particle picture from the {{TAG|LOPTICS}}=.TRUE. and the {{TAG|ALGO}}=CHI calculations different? | Why are the dielectric functions in independent-particle picture from the {{TAG|LOPTICS}}=''.TRUE.'' and the {{TAG|ALGO}}=''CHI'' calculations different? | ||
Hints: | Hints: | ||
*What {{TAG|CSHIFT}} is used in the {{TAG|ALGO}}=CHI calculation? | *What {{TAG|CSHIFT}} is used in the {{TAG|ALGO}}=''CHI'' calculation? | ||
Try redoing the {{TAG|LOPTICS}}=.TRUE. calculation with the same {{TAG|CSHIFT}} as VASP chose for the {{TAG|ALGO}}=CHI calculation (see INCAR.LOPTICS2): | Try redoing the {{TAG|LOPTICS}}=''.TRUE.'' calculation with the same {{TAG|CSHIFT}} as VASP chose for the {{TAG|ALGO}}=''CHI'' calculation (see INCAR.LOPTICS2): | ||
CSHIFT=0.466 | CSHIFT=0.466 | ||
* | *Redo the {{TAG|ALGO}}=''CHI'' calculation with {{TAG|LSPECTRAL}}=''.FALSE.'' in the {{TAG|ALGO}}=''CHI'' calculation (see INCAR.CHI2). | ||
and compare the dielectric functions again. | and compare the dielectric functions again. | ||
*The sample output (using a <math>6\times6\times6</math> mesh for the k points) should look like the following: | |||
[[File:Fig dielectric properties SiC 2.png|600px]] | |||
[ | |||
== References == | == References == | ||
| Line 397: | Line 400: | ||
<ref name="souza:prl:02">[http://link.aps.org/doi/10.1103/PhysRevLett.89.117602 I. Souza, J. Íñiguez, and D. Vanderbilt, Phys. Rev. Lett. 89, 117602 (2002).]</ref> | <ref name="souza:prl:02">[http://link.aps.org/doi/10.1103/PhysRevLett.89.117602 I. Souza, J. Íñiguez, and D. Vanderbilt, Phys. Rev. Lett. 89, 117602 (2002).]</ref> | ||
</references> | </references> | ||
[[ | == Download == | ||
[[Media:SiC_dielectric.tgz| SiC_dielectric.tgz]] | |||
{{Template:optics_dielectric}} | |||
[[Category:Examples]] | [[Category:Examples]] | ||
Latest revision as of 13:21, 14 November 2019
Task
Calculation of the static and frequency dependent dielectric properties of SiC.
Static dielectric properties
Density functional perturbation theory
Let us start with the calculation of the static dielectric properties. The most convenient way to determine the Born effective charges, dielectric-, piezoelectric tensors is by means of density functional perturbation theory (LEPSILON=.TRUE.).
- INCAR (see INCAR.LEPSILON)
ISMEAR = 0 SIGMA = 0.01 EDIFF = 1.E-8 ## to get the Born effective charges ## and the macroscopic dielectric tensor LEPSILON = .TRUE. #LRPA = .TRUE. #LPEAD = .TRUE. ## to get the ionic contribution ## to the macroscopic dielectric tensor #IBRION = 8 ## As an alternative to LEPSILON = .TRUE. ## you might try the following: #LCALCEPS = .TRUE. ## and: #IBRION = 6 #NFREE = 2
- KPOINTS (see KPOINTS.8)
8x8x8 0 G 8 8 8 0 0 0
system SiC 4.35 0.5 0.5 0.0 0.0 0.5 0.5 0.5 0.0 0.5 1 1 cart 0.00 0.00 0.00 0.25 0.25 0.25
- The LRPA-tag
By default the dielectric tensor is calculated in the independent-particle (IP) approximation, you should see the following lines in the OUTCAR file:
HEAD OF MICROSCOPIC STATIC DIELECTRIC TENSOR (independent particle, excluding Hartree and local field effects)
and
MACROSCOPIC STATIC DIELECTRIC TENSOR (including local field effects in DFT)
which comes later in the OUTCAR file.
If one adds
LRPA=.TRUE.
to the INCAR above, the second instance will include local field effect only with respect to the response in the Hartree part of the potential, i.e., in the random-phase-approximation (RPA). Search for
MACROSCOPIC STATIC DIELECTRIC TENSOR (including local field effects in RPA (Hartree))
in the OUTCAR.
- The Born effective charge tensors ()
Roughly speaking, the Born effective tensors provide a measure of how much charge effectively moves with an atom when you displace it. For a definition see the article on Berry phases and finite electric fields. For LEPSILON=.TRUE., the Born effective charge tensors are written near the end of the OUTCAR file.
Look for
BORN EFFECTIVE CHARGES (in e, cummulative output)
Mind: you will find this entry only if LRPA=.FALSE. (default), since the Born-effective charges in the RPA tend to be nonsensical.
- The LPEAD-tag
As an alternative to solving a linear Sternheimer equation (Eq. 32 of [1]), one may compute from finite differences by specifying
LPEAD=.TRUE.
in the INCAR file.
The derivative of the cell-periodic part of the wave function w.r.t. the Bloch vector is then computed
by means of a fourth-order finite difference stencil, in the spirit of Eqs. 96 and 97 of [2].
The results of the calculation of static dielectric properties by means of LEPSILON=.TRUE.
tend to converge more rapidly w.r.t. k-point sampling with LPEAD=.TRUE.
Rerun the example with
ISMEAR = 0 SIGMA = 0.01 EDIFF = 1.E-8 ## to get the Born effective charges ## and the macroscopic dielectric tensor LEPSILON = .TRUE. LPEAD = .TRUE.
This will allow for a clean comparison with the next topic.
Response to finite electric fields
The second way one may compute the static dielectric properties is from self-consistent response of the system to a finite electric field.[3]
ISMEAR = 0 SIGMA = 0.01 EDIFF = 1.E-8 LCALCEPS = .TRUE.
Ionic contributions to the static dielectric properties
To obtain the ionic contributions to the static dielectric properties one needs to compute the force-constant matrices (Hessian of the total energy w.r.t. the ionic positions) and internal strain tensors (second derivative of the total energy w.r.t. strain fields and ionic postions). These properties may be obtained from finite differences (IBRION=5 or 6) or from perturbation theory (IBRION=7 or 8). Try the following
ISMEAR = 0 SIGMA = 0.01 EDIFF = 1.E-8 ## to get the Born effective charges ## and the macroscopic dielectric tensor LEPSILON = .TRUE. LPEAD = .TRUE. ## to get the ionic contribution ## to the macroscopic dielectric tensor IBRION = 8
and search for
MACROSCOPIC STATIC DIELECTRIC TENSOR IONIC CONTRIBUTION
ELASTIC MODULI IONIC CONTR (kBar)
PIEZOELECTRIC TENSOR IONIC CONTR for field in x, y, z (C/m^2)
in the OUTCAR file.
Frequency dependent dielectric response
Frequency dependent dielectric functions may be computed at various levels of approximation:
- In the independent-particle approximation.
- Including local field effects in the random-phase-approximation.
- Including local field effects in DFT.
Whatever we may choose to do afterwards in terms of dielectric response calculations, we have to start with a standard DFT (or hybrid functional) calculation
- INCAR (see INCAR.DFT)
ISMEAR = 0 SIGMA = 0.01 EDIFF = 1.E-8
- KPOINTS (see KPOINTS.6)
6x6x6 0 G 6 6 6 0 0 0
Mind: keep the WAVECAR file, you're going to need it in the following.
The independent-particle picture
To compute the frequency dependent dielectric function in the independent-particle (IP) picture we restart from the WAVECAR of the previous run, with the following INCAR
- INCAR (see INCAR.LOPTICS)
ALGO = Exact NBANDS = 64 LOPTICS = .TRUE. ; CSHIFT = 0.100 NEDOS = 2000 ## and you might try with the following #LPEAD = .TRUE. ISMEAR = 0 SIGMA = 0.01 EDIFF = 1.E-8
The frequency dependent dielectric functions is written to the OUTCAR file. Search for
frequency dependent IMAGINARY DIELECTRIC FUNCTION (independent particle, no local field effects)
and
frequency dependent REAL DIELECTRIC FUNCTION (independent particle, no local field effects)
To visualize the real and imaginary parts of the frequency dependent dielectric function you may use p4vasp
p4v vasprun.xml
or run the following bash-script (plotoptics2)
awk 'BEGIN{i=1} /imag/,\
/\/imag/ \
{a[i]=$2 ; b[i]=$3 ; i=i+1} \
END{for (j=12;j<i-3;j++) print a[j],b[j]}' vasprun.xml > imag.dat
awk 'BEGIN{i=1} /real/,\
/\/real/ \
{a[i]=$2 ; b[i]=$3 ; i=i+1} \
END{for (j=12;j<i-3;j++) print a[j],b[j]}' vasprun.xml > real.dat
cat >plotfile<<!
# set term postscript enhanced eps colour lw 2 "Helvetica" 20
# set output "optics.eps"
plot [0:25] "imag.dat" using (\$1):(\$2) w lp, "real.dat" using (\$1):(\$2) w lp
!
gnuplot -persist plotfile
- LPEAD-tag
As an alternative to the perturbative expression (Eq. 31 of [1]), one may compute from finite differences by specifying
LPEAD=.TRUE.
in the INCAR file. The derivative of the cell-periodic part of the wave function w.r.t. the Bloch vector is then computed by means of a fourth-order finite difference stencil, in the spirit of Eqs. 96 and 97 of [2].
Mind: keep the WAVECAR and WAVEDER files, you're going to need them in the following. You might also want to keep a copy of the vasprun.xml.
cp vasprun.xml vasprun_loptics.xml
Including local field effects
To determine the frequency dependent dielectric function including local field effects one needs the WAVECAR and WAVEDER files from the previous calculation (ALGO=Exact and LOPTICS=.TRUE., and sufficient virtual orbitals), and
- INCAR (see INCAR.CHI)
# Frequency dependent dielectric tensor with and # without local field effects in RPA # N.B.: beware one first has to have done a # calculation with ALGO=Exact, LOPTICS=.TRUE. # and a reasonable number of virtual states (see above) ALGO = CHI # be sure to take the same number of bands as for # the LOPTICS=.TRUE. calculation, otherwise the # WAVEDER file is not read correctly NBANDS = 64 ISMEAR = 0 SIGMA = 0.01 EDIFF = 1.E-8 LWAVE = .FALSE. LCHARG= .FALSE.
Information concerning the dielectric function in the independent-particle picture is written after the line
HEAD OF MICROSCOPIC DIELECTRIC TENSOR (INDEPENDENT PARTICLE)
in the OUTCAR file.
Per default, for ALGO=CHI, local field effects are included at the level of the RPA (LRPA=.TRUE.), i.e., limited to Hartree contributions only.
See the information after
INVERSE MACROSCOPIC DIELECTRIC TENSOR (including local field effects in RPA (Hartree))
in the OUTCAR file.
To include local field effects beyond the RPA, i.e., contributions from DFT exchange and correlation, one has to specify
LRPA=.FALSE.
in the INCAR file.
In this case look at the output after
INVERSE MACROSCOPIC DIELECTRIC TENSOR (test charge-test charge, local field effects in DFT)
in the OUTCAR file.
The following bash-script (plotchi) uses awk to extract the frequency dependent dielectric constant, both in the independent-particle picture as well as including local field effects (either in DFT or in the RPA) and plots the real and imaginary components using gnuplot:
awk 'BEGIN{i=1} /HEAD OF MICRO/,\
/XI_LOCAL/ \
{if ($4=="dielectric") {a[i]=$1 ; b[i]=$2 ; c[i]=$3 ; i=i+1}} \
END{for (j=1;j<i;j++) print a[j],b[j],c[j]}' OUTCAR > chi0.dat
awk 'BEGIN{i=1} /INVERSE MACRO/,\
/XI_TO_W/ \
{if ($4=="dielectric") {a[i]=$1 ; b[i]=$2 ; c[i]=$3 ; i=i+1}} \
END{for (j=1;j<i;j++) print a[j],b[j],c[j]}' OUTCAR > chi.dat
cat >plotfile<<!
# set term postscript enhanced eps colour lw 2 "Helvetica" 20
# set output "optics.eps"
plot "chi0.dat" using (\$1):(\$2) w lp lt -1 lw 2 pt 4 title "chi0 real", \
"chi0.dat" using (\$1):(-\$3) w lp lt 0 lw 2 pt 4 title "chi0 imag", \
"chi.dat" using (\$1):(\$2) w lp lt 1 lw 2 pt 2 title "chi real", \
"chi.dat" using (\$1):(-\$3) w lp lt 0 lw 2 pt 2 lc 1 title "chi imag"
!
gnuplot -persist plotfile
If you have kept a copy of the vasprun.xml of the LOPTICS=.TRUE. run (e.g., vasprun_loptics.xml), you might execute plotall to compare the dielectric functions computed with LOPTICS=.TRUE. and ALGO=CHI.
vasprun_LOPTICS=vasprun_loptics.xml
OUTCAR_CHI=OUTCAR
awk 'BEGIN{i=1} /imag/,\
/\/imag/ \
{a[i]=$2 ; b[i]=$3 ; i=i+1} \
END{for (j=12;j<i-3;j++) print a[j],b[j]}' $vasprun_LOPTICS > imag.dat
awk 'BEGIN{i=1} /real/,\
/\/real/ \
{a[i]=$2 ; b[i]=$3 ; i=i+1} \
END{for (j=12;j<i-3;j++) print a[j],b[j]}' $vasprun_LOPTICS > real.dat
awk 'BEGIN{i=1} /HEAD OF MICRO/,\
/XI_LOCAL/ \
{if ($4=="dielectric") {a[i]=$1 ; b[i]=$2 ; c[i]=$3 ; i=i+1}} \
END{for (j=1;j<i;j++) print a[j],b[j],c[j]}' $OUTCAR_CHI > chi0.dat
awk 'BEGIN{i=1} /INVERSE MACRO/,\
/XI_TO_W/ \
{if ($4=="dielectric") {a[i]=$1 ; b[i]=$2 ; c[i]=$3 ; i=i+1}} \
END{for (j=1;j<i;j++) print a[j],b[j],c[j]}' $OUTCAR_CHI > chi.dat
cat >plotfile<<!
# set term postscript enhanced eps colour lw 2 "Helvetica" 20
# set output "optics.eps"
plot "chi0.dat" using (\$1):(\$2) w lp lt -1 lw 2 pt 4 title "chi0 real", \
"chi0.dat" using (\$1):(-\$3) w lp lt 0 lw 2 pt 4 title "chi0 imag", \
"chi.dat" using (\$1):(\$2) w lp lt 1 lw 2 pt 2 title "chi real", \
"chi.dat" using (\$1):(-\$3) w lp lt 0 lw 2 pt 2 lc 1 title "chi imag", \
"real.dat" using (\$1):(\$2) w l lt -1 title "optics real", \
"imag.dat" using (\$1):(-\$2) w l lt 0 lc -1 title "optics imag"
!
gnuplot -persist plotfile
Why are the dielectric functions in independent-particle picture from the LOPTICS=.TRUE. and the ALGO=CHI calculations different?
Hints:
Try redoing the LOPTICS=.TRUE. calculation with the same CSHIFT as VASP chose for the ALGO=CHI calculation (see INCAR.LOPTICS2):
CSHIFT=0.466
and compare the dielectric functions again.
- The sample output (using a mesh for the k points) should look like the following:
