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Nonlinear response  of solids
within the
GW plus Bethe­Salpeter approximation
Claudio Attaccalite, Institut Neel, Grenoble(FR) 
Myrta Grüning, Queen's University, Belfast(UK)
GDR-CORR Marseille - 09-07-2015GDR-CORR Marseille - 09-07-2015
What is non­linear optics?
P(r ,t)=P0+χ
(1)
E+χ
(2)
E
2
+O(E
3
)
First experiments on linear­optics 
by P. Franken 1961
Ref: Nonlinear Optics and 
Spectroscopy 
The Nobel Prize in Physics 1981
Nicolaas Bloembergen
Ref: supermaket
Why non­linear optics?
..applications.. ..research..
linear non­linear
Ref: X. Yin  et al. 
Science, 344, 488(2014)
...and more...
photon entanglement  in vivo imaging
Ref: P Pantazis et al.
     PNAS 107, 14535 (2007) 
How to calculate non­linear 
response?
1) Direct evaluation of X(1)
,X(2)
....
2) Sternheimer equation
 R. M. Sternheimer, Phys. Rev. 96, 951(1954)
3) Real­time propagation
P(t)=P0+χ
(1)
E+χ
(2)
E
2
+O(E
3
)
(HKS
0
−ϵn
0
)ψn
1
=(H KS
1
−ϵn
1
)ψn
0
χ=χ
0
+χ
0
(v+f xc)χ
−i∂t ψ=Hks ψ
No flexibility:one eq. for each response   function,  
               difficult to include more fields
Complexity:equations become more and more complex     
           with the response order
Ref: KS. Virk et al. PRB 80, 165318(2009), 
     H. Hubener, PRA 83, 062122(2011), 
     X. Andreade et al.JCP 126, 184106(2007)
 Direct evaluation of X(1)
,X(2)
....
Disadvantages:
 Sternheimer equation
Advantages
Ref: 
Y. Takimoto et al. 
JCP, 127,154114(2007)
C. Attaccalite et al. 
PRB, 89,081102(2014)
 Real­time propagation
No complexity: The same equation for all response functions
Flexibility: Can deal with complex spectroscopic tecniques   
             (SFG, FWM, etc...)
Disadvantages
 Results are more difficult to analize 
Correlation
Ref: C. Attaccalite et al. PRB 84, 245110(2011),
     L. P. Kadanoff & G. A. Baym, 
     Quantum statistical mechanics, Benjamin(1962).
     G. Strinati, La Rivista del Nuovo Cimento, 11,1­86 (1998)
Correlation effects are derived 
from non­equilibrium Green's 
theory within the GW approximation 
(see X. Blase talk)
Coupling 
with the external field
⟨un k|r|unk⟩= Dipole is ill­defined in 
periodic systems
We can use Modern Theory of 
Polarization. But the Polarization 
becomes a many­body operator
P=
e
2 π
ℑlog ⟨ψ∣e
2π
L
∑ ^xi
∣ψ⟩
Pα=
2ie
(2π)
3 ∫BZ
d k∑n=1
nb
〈un k∣
∂
∂ kα
∣unk 〉
But correlation from GW+BSE can be mapped in an 
effective one­body Hamiltonian and so we can use 
King­Smith and Vanderbilt formula
PRB 47, 1651 (1993)
R. Resta PRL 80, 1800 (1998)
Our computational setup
Correlation:
Green's function 
theory (GW+BSE)
Coupling:
Modern­Theory of 
Polarization
Ref: C. Attaccalite et al.PRB 88, 235113(2013)
X(2)
results: semiconductors 
CdTe
Ref: 
E. Luppi el al.,PRB 82, 235201 (2010)
E. Ghahramani et al., PRB 43, 9700 (1991) 
I. Shoji,et al. J.Opt.Soc.Am. B 14, 2268 (1997) 
J.I.Jang,et al. J.Opt.Soc. Am.B 30, 2292 (2013)
M. Grüning at al. PRB 88, 235113(2013)
AlAs
Local field effects are 
more important than in 
the linear reposonse
 X(2)
 results: monolayers
Ref: M. Grüning et al PRB 89,081102(2014)
     L.M. Malard et al. PRB 87, 201401(2014)
X(3)
in silicon
Ref: 
D. J. Moss et al. 
PRB 41, 1542 (1990)
D.J. Moss et al. 
Optical letters, 14,57 (1989) 
 X(3) 
in nanostructures
Interference between excitons 
is not trivial the case of ANGR7
Ref: R. Denk, Nature Comm. 5, 4253 (2014)
     A. Maeda, PRL 94, 047404 (2005) 
Conclusions
Develop an approach that 
'ímports' successful GW+BSE 
recipe into versatile real­time 
approach:
correlation in nonlinear­optics
e­laser interaction treated 
within modern polarization theory
e­h interaction key to 
understand 
SHG spectra of 2D materials 
(such as hBN, MoS2)
Acknowledgement:
Myrta Grüning, 
Queen's University Belfast
Related work:
Implementation of dynamical Berry phase: 
C. Attaccalite, M. Grüning, PRB 88, 235113 (2013) 
Application to SHG of 2D materials: 
M. Grüning. C. Attaccalite, PRB 89, 081102 (2014)
C. Attaccalite et al., PCPC 17, 9533 (2015)
Time­dependent BSE theory: 
C. Attaccalite ,M. Grüning. A. Marini PRB 84, 245110 (2011)
The codes: 
A. Marini et al. Comp. Phys. Comm. 180, 1392 (2009)
P. Giannozzi et al. J. of Phys.: Cond. Matter, 21, 395502 (2009)
To see “invisible” excitations
The Optical Resonances in 
Carbon 
Nanotubes Arise
from Excitons
Feng Wang, et al.
Science 308, 838 (2005);
Does the velocity gauge make 
the life easy?
It is true if you have a local Hamiltonian 
Length gauge:
H =
p2
2 m
+r E+V (r)
Ψ(r ,t )
Velocity gauge:
H =
1
2 m
( p−e A)2
+V (r)
e
−i r⋅A(t)
Ψ(r ,t)
Analitic demostration:
K. Rzazewski and R. W. Boyd, 
J. of Mod. optics 51, 1137 (2004)
W. E. Lamb, et al. 
Phys. Rev. A 36, 2763 (1987)
Well done velocity gauge:
M. Springborg, and B. Kirtman
Phys. Rev. B 77, 045102 (2008) 
V. N. Genkin and P. M. Mednis
Sov. Phys. JETP 27, 609 (1968)
... but when you have non­local pseudo, exchange,
damping term etc..  
they do not commute with the  phase factor
The King­Smith Vanderbilt 
polarization 
King­Smith and Vanderbilt formula
Phys. Rev. B 47, 1651 (1993)
Pα=
2i e
(2π)
3 ∫BZ
d k∑n=1
nb
⟨un k|
∂
∂ kα
|unk ⟩
Berry's connection !!
1) it is a bulk quantity
2) time derivative gives the current
3) reproduces the polarizabilities at all orders
4) is not an Hermitian operator
From Polarization to the 
Equations of Motion
L=
i ℏ
N
∑n=1
M
∑k
〈 vkn∣˙vkn〉−〈H
0
〉−v Ε⋅P
i ℏ ∂
∂t
∣vk n〉=Hk
0
∣vk n〉+i e Ε⋅∣∂k vk n〉
∂k
It is an object difficult to calculate numerically 
due to the gauge freedom of the Bloch functions
∣vk m〉→∑n
occ
Uk ,nm∣vkn 〉
I. Souza, J. Iniguez and D. Vanderbilt, Phys. Rev. B 69, 085106 (2004)
Post­processing real­time data
P(t) is a periodic function of period TL
=2p/wL
 
pn
  is proportional to χn
by the n­th order of the external field 
Performing a discrete­time signal
sampling we reduce the problem to 
the solution of a systems of linear equations
Ref: C. Attaccalite et al. PRB 88, 235113(2013)
     F. Ding et al. JCP 138, 064104(2013) 
Let's add some correlation in 4 steps
hk
1) We start from the Kohn-Sham Hamiltonian:
hk+Δhk
universal, parameter free approach
2) Single-particle levels are renormalized within the G0
W0
approx.
hk+Δhk+V H [Δρ]
3) Local-field effects are included in the response function
hk+Δhk+V H [Δρ]+Σsex [Δ γ]
Time-Dependent Hartree
4) Excitonic effects included by means of the Screened-Exchange

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