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Introduction to PAW method
( Report on VASP workshop in Vienna )
Density Functional Theory and Pseudopotential
Basic Concept of Projector Augmented Wave
Transformation theory
Partial Waves and Projectors
An Example to Show How the PAW Method Works
Compare the Results with US-PP and AE
Conclusion
李啟正 TKU
Density Functional Theory and Pseudopotential
• Kohn Sham energy functional
• Kohn Sham equation
• An large plane wave basis sets are required to expand the electric
wave functions.
• Frozen core approximation
• The valence electrons is important outside the core region.
• The nucleus and its core orbitals are replaced by a pseudo potential.
It should reproduce the exact valence orbitals outside the core region.
Density Functional Theory and Pseudopotential
• Schematic illustration of Pseudopotential
• No core orbitals are taken into account in the whole calculation.
• The valence wavefunctions have an incorrect shape in the core region.
• Sometimes the wavefunction close to the nucleus is important.
• We need to find an more efficient (PP) and accurate (AE) method.
Basic Concept of Projector Augmented Wave
AE
Pseudo
• same trick works for
- wavefunctions
- charge density
- kinetic energy
- exchange correlation energy
- Hartree energy
Pseudo-onsite
AE-onsite
Basic Concept of Projector Augmented Wave
Transformation theory
• We need to find a transformation T from the auxiliary (pseudo) to the
physical (all electron, true) wave functions.
~
• Ψn T Ψn
Ψn
is one particle wave functions
n is the label for a band index, a K-point and a spin index
• The electronic ground state is determined by minimizing a total
energy functional E[Ψn] of the density functional theory.
The one-particle wave functions have to be orthogonal.
( Kohn Sham equations)
Transformation theory
• Express the functional F in terms of auxiliary wave functions
(Schrodinger-like equation)
• The expectation values of an operator A can be expressed in terms
of the true or the auxiliary wave functions.
• In the representation of auxiliary wave functions we need to use
transformed operators
Transformation theory
• T has to modify the smooth auxiliary valence wave function in
each atomic region.
• The local terms SR are defined in terms of solutions i of the
Schrodinger equation for the isolated atoms.
i atomic partial waves , serve as a basis set near the nucleus
orthogonal to the core wave functions
Transformation theory
• All relevant valence wave functions near nucleus can be expressed as
~
• For each of the partial waves we choose an auxiliary partial wave i .
and require
•
projector function
•
is valid within rc
(
~
~
~
T T (i Ci i ) i CiT i i Ci i
within rc , with identical ci)
Transformation theory
•
•
sum over all partial waves of all atoms
•
with
• All partial waves and projector functions need to be determined before
doing calculation.
• We can derive the forms for expectation values, electron density,
total energy functional, and everything else from the form of T now.
Transformation theory
Transformation theory
• Derivation of the PAW method is straightforward
•
Transformation theory
~
~
• PAW energy functional E E E1 E 1
(
)
Partial Waves and Projectors
• The basic ingredients of the PAW method are partial waves and
projectors. There is an infinite number of ways to construct them.
• Although the PAW method works using any of a variety of basis
and projector functions, the efficiency and accuracy of the calculation
are affected by this choice.
• some way to get all-electron, pseudo partial waves and projectors
i are found by solving the Schrodinger equation for the isolated atom
~
i - first select a PS potential
- choose
using a cutoff function of the form
- define for each AE partial wave a PS potential of the form
- the PS partial wave obtained from
the energy is from AE results and wave coincides outside rc
~
pi choose
; if zero, set equal to k(r)
Partial Waves and Projectors
• Gram-Schmidt orthogonalization procedure
~
~
p1
1
~
p2
2
~
p3
3
~
p4
4
~
p5
5
~
p6
6
:
:
~
~
~
~
~
Partial Waves and Projectors
• Gram-Schmidt orthogonalization procedure
~
~
p1
1
~
p2
2
~
p3
3
~
p4
4
~
p5
5
~
p6
6
:
:
~
~
~
~
~
An Example to Show How the PAW Method Works
• goal
AE p-s orbital of Cl2
An Example to Show How the PAW Method Works
• construct AE partial waves, PS partial waves, and projector functions
in the augmented region
• projector waves of Cl
An Example to Show How the PAW Method Works
• solve the self-consistent Schrodinger equation
~
E
[
to get the PS wave function to minimize the total energy functional
n]
An Example to Show How the PAW Method Works
•
projector functions probe the character of the PS wavefunction
An Example to Show How the PAW Method Works
•
+
=
-
An Example to Show How the PAW Method Works
•
Compare the Results with US-PP and AE
Compare the Results with US-PP and AE
Compare the Results with US-PP and AE
Compare the Results with US-PP and AE
Compare the Results with US-PP and AE
Compare the Results with US-PP and AE
Compare the Results with US-PP and AE
• Some phonon test by myself for graphite sheet
• Some phonon test by myself for graphite sheet
• CASTEP and VASP
- a=2.464A c=6.711A (primitive)
- 3x3x1 supercell
- single point energy
- move red atom x,-x,y,-y,z,-z 0.02A
- Ecut 400 eV
- K-points 5x5x5
- RPBE
for CASTEP
- USP
for VASP
- PAW
• Some phonon test by myself for graphite sheet
(eV/A)
CASTEP
0.02
1C
0.493
1Ap
0.225
1Az
0.129
2C
0.098
2Ap
-0.058
2Az
-0.013
VASP
0.02
1C
0.549
1Ap
0.216
1Az
0.121
2C
0.099
2Ap
-0.057
2Az
-0.008
-0.02
-0.421
-0.226
-0.129
-0.087
0.062
0.013
-0.02
-0.472
-0.218
-0.121
-0.091
0.054
0.008
average
0.457
0.226
0.129
0.093
-0.060
-0.013
average
0.511
0.217
0.121
0.095
-0.056
-0.008
(eV/A^2)
force constant
22.849
11.283
6.465
4.635
-2.995
-0.641
force constant
25.530
10.846
6.030
4.745
-2.779
-0.422
* Chem. Phys. Lett. R.A. Jishi 209, p77 (1993)
*
fit(not-AE)
1C
1Ap
1Az
2C
2Ap
2Az
(eV/A^2)
force constant
22.784
15.293
6.130
5.493
-2.016
-0.250
• Some phonon test by myself for graphite sheet
- CASTEP
- VASP
1600
1600
1400
1400
1200
1200
1000
1000
800
800
600
600
400
400
200
200
0
M
K
0
M
- fit-exp (not AE)
1600
1400
1200
1000
800
600
400
200
0
M
K
(frequency unit : 1/cm)
K
• Some phonon test by myself for graphite sheet
- CASTEP
- VASP
0.0030
0.0030
0.0025
0.0025
0.0020
0.0020
0.0015
0.0015
0.0010
0.0010
0.0005
0.0005
(frequency unit : 1/cm)
0.0000
0.0000
0
200
400
600
800
1000
1200
1400
1600
0
200
400
600
1000
1200
1400
1600
- fit-exp (not AE)
0.0030
0.0025
0.0020
0.0015
0.0010
0.0005
0.0000
0
200
400
600
800
800
1000
1200
1400
1600
Conclusion
• The transformation should be considered merely as change of representation
analogous to a coordinate transform. If the total energy functional is
transformed consistently, its minimum will yield an auxiliary wave function
that produces a correct wave function.
• PAW method is in an efficient way to get AE wavefunction.
• improved accuracy for
- magnetic materials
- alkali and alkali earth elements, 3d elements
- lanthanides and actinides
• compare to other methods :
- all test indicate the accuracy is as good as for other all electron methods
(FLAPW, NUMOL, Gaussian)
- efficiency for large system should be significantly better than with FLAPW
• The pseudopotential approach can actually be derived from the PAW method
by making some approximation.
• The PAW potentials
three different flavors, one LDA and two GGA’s
- download location of LDA potentials: paw/potcar.date.tar
- download location of PW91 potentials: paw_GGA/potcar.date.tar
- download location of PBE potentials: paw_PBE/potcar.date.tar
• reference
- Projector augmented-wave method
P.E. Blochl PRB. V50 N24 p.17953 (1994)
- Comparison of the projector augmented-wave, pseudopotential, and
linearized augmented-plane-wave formalisms for density-functional
calculations of solids
N.A.W. Holzwarth, et al. PRB. V55 N4 p.2005 (1997)
- From ultrasoft pseudopotential to the projector augmented-wave method
G. Kresse, et al. PRB. V59 N3 p.1758 (1999)
- The projector augmented wave method: ab-initio molecular dynamics with
full wave functions
P.E. Blochl, et al. arXiv:cond-mat/0201015 v2 12 Jul (2002)