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Leeor Kronik Department of Materials and Interfaces, Weizmann Institute of Science, Rehovoth 76100, Israel Fundamental and optical gaps from density functional theory CSC 2013, Paphos, Cyprus

Leeor Kronik - Fundamental and optical gaps from density functional

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Page 1: Leeor Kronik - Fundamental and optical gaps from density functional

Leeor Kronik

Department of Materials and Interfaces,

Weizmann Institute of Science, Rehovoth 76100, Israel

Fundamental and optical gaps

from density functional theory

CSC 2013, Paphos, Cyprus

Page 2: Leeor Kronik - Fundamental and optical gaps from density functional

The people

Funding: European Research Council, Israel Science Foundation,

US-Israel Bi-National Foundation, Germany-Israel Foundation,

Lise Meitner Center for Computational Chemistry, Helmsley Foundation,

Wolfson Foundation, US Dept. of Energy (computer time)

Page 3: Leeor Kronik - Fundamental and optical gaps from density functional

Spectroscopy from DFT : The people

Tamar Stein

(Hebrew U)

Roi Baer

Sivan Refaely-

Abramson

Natalia

Kuritz

(Weizmann Inst.)

Shira

Weismann Piyush

Agrawal

Eli

Kraisler

Sahar

Sharifzadeh

(Berkeley Lab)

Jeff Neaton

Kronik, Stein, Refaely-Abramson, Baer,

J. Chem. Theo. Comp. (Perspectives Article) 8, 1515 (2012).

Page 4: Leeor Kronik - Fundamental and optical gaps from density functional

The Kohn-Sham equation

Exact mapping to a single particle problem!

(Kohn & Sham, Phys. Rev., 1965)

statesoccupied

i rrn 2|)(|)(

kinetic ion-e “many body” e-e

)()(2

1 2 rErVVV iiixcHartreeion

Exc[n(r)]

Exc is a unique, but complicated and unknown

functional of the charge density.

In principle: Exact ; In practice: approximate

)(

][)];([

rn

nErnV xc

xc

Page 5: Leeor Kronik - Fundamental and optical gaps from density functional

DFT: Functionals

LDA - Exc is approximated by its value per particle in a uniform electron gas weighted by the local density- local functional

GGA - Exc includes a dependence on the density gradient in order to account for density variations- semi-local functional

Hybrid Functionals - A fraction of exact exchange is mixed with GGA exchange and correlation

There are various approximations for the exchange-

correlation functional, for example:

Page 6: Leeor Kronik - Fundamental and optical gaps from density functional

The Challenge

B. Kippelen and J. L. Brédas, Energy Environ. Sci. 2, 251 (2009)

Photovoltaics

J. C. Cuevas, IAS Jerusalem, 2012

Molecular Junctions

L R

But Can we take DFT eigenvalues seriously?

Page 7: Leeor Kronik - Fundamental and optical gaps from density functional

Fundamental and optical gap – the quasi-particle picture

derivative

discontinuity! IP

EA

Evac

(a) (b)

Eg Eopt

See, e.g., Onida, Reining, Rubio, RMP ‘02; Kümmel & Kronik, RMP ‘08

Page 8: Leeor Kronik - Fundamental and optical gaps from density functional

Mind the gap

The Kohn-Sham gap underestimates the real gap

xc

HOMO

KS

LUMO

KSg AIE

Perdew and Levy, PRL 1983;

Sham and Schlüter, PRL 1983

derivative

discontinuity!

Kohn-Sham eigenvalues do not mimic

the quasi-particle picture

even in principle!

Page 9: Leeor Kronik - Fundamental and optical gaps from density functional

H2TPP En

ergy

[eV

] -2.9

-4.7

-2.5

-5.2

-1.4

-6.2

-1.5

-6.2

-1.7

-6.4

2.1 1.9 2.1 2.2 4.7 1.8 2.7 4.8 4.7

GGA B3LYP OT-BNL GW-BSE EXP

2.0

-IP, -EA Eopt

TD TD TD

Page 10: Leeor Kronik - Fundamental and optical gaps from density functional

Gap information can still be extracted

by fractional charge considerations

From curvature corrections:

From an ensemble treatment:

Stein, Autschbach, Govind, Kronik, Baer,

J. Phys. Chem. Lett. 3, 3740 (2012).

Kraisler & Kronik,

Phys. Rev. Lett. 110, 126403 (2013).

but is not a direct assignment of

both HOMO and LUMO

Page 11: Leeor Kronik - Fundamental and optical gaps from density functional

Wiggle room: Generalized Kohn-Sham theory

Seidl, Goerling, Vogl, Majevski, Levy, Phys. Rev. B 53, 3764 (1996).

Kümmel & Kronik, Rev. Mod. Phys. 80, 3 (2008)

Baer, Livshits, Salzner, Ann. Rev. Phys. Chem. 61, 85 (2010).

- Derivative discontinuity problem possibly

mitigated by non-local operator!!

- Map to a partially interacting electron gas that is

represented by a single Slater determinant.

- Seek Slater determinant that minimizes an energy

functional S[{φi}] while yielding the original density

- Type of mapping determines the functional form

)()()];([)(}][{ˆ rrrnvrVO iiiRionjS

Page 12: Leeor Kronik - Fundamental and optical gaps from density functional

Hybrid functionals are a special case of

Generalized Kohn-Sham theory!

)()()];([)];([)1(ˆ)];([)(2

1 2 rrrnvrnvaVarnVrV iii

sl

c

sl

xFHion

Does a conventional hybrid

functional solve the gap problem?

Page 13: Leeor Kronik - Fundamental and optical gaps from density functional

H2TPP En

ergy

[eV

] -2.9

-4.7

-2.5

-5.2

-1.4

-6.2

-1.5

-6.2

-1.7

-6.4

2.1 1.9 2.1 2.2 4.7 1.8 2.7 4.8 4.7

GGA B3LYP OT-BNL GW-BSE EXP

2.0

-IP, -EA Eopt

TD TD TD

Page 14: Leeor Kronik - Fundamental and optical gaps from density functional

Need correct asymptotic potential!

Can’t work without full exact exchange!

But then, what about correlation?

How to have your cake and eat it too?

Page 15: Leeor Kronik - Fundamental and optical gaps from density functional

Range-separated hybrid functionals Coulomb operator decomposition:

)(erf)(erfc 111 rrrrr

Short Range Long Range

Emphasize long-range exchange, short-range exchange correlation!

See, e.g.: Leininger et al., Chem. Phys. Lett. 275, 151 (1997)

Iikura et al., J. Chem. Phys. 115, 3540 (2001)

Yanai et al., Chem. Phys. Lett. 393, 51 (2004)

Kümmel & Kronik, Rev. Mod. Phys. 80, 3 (2008).

But how to balance ??

)()()];([)];([ˆ)];([)(2

1 ,,2 rrrnvrnvVrnVrV iii

sl

c

sr

x

lr

FHion

Page 16: Leeor Kronik - Fundamental and optical gaps from density functional

How to choose ?

);();1(HOMO NENE gsgs “Koopmans’ theorem”

Need both IP(D), EA(A) choose to best obey “Koopmans’ theorem” for both neutral donor and charged acceptor:

,0

2, ));();1(()(i

i

i

i

ii

HOMO NENEJgsgs

Minimize

Tune, don’t fit, the range-separation parameter!

Page 17: Leeor Kronik - Fundamental and optical gaps from density functional

Tuning the range-separation parameter

)1()1()()()( NIPNNIPNJ HH

)(min)( JJ opt

Neutral molecule (IP) Anion (EA)

Page 18: Leeor Kronik - Fundamental and optical gaps from density functional

H2TPP En

ergy

[eV

] -2.9

-4.7

-2.5

-5.2

-1.4

-6.2

-1.5

-6.2

-1.7

-6.4

2.1 1.9 2.1 2.2 4.7 1.8 2.7 4.8 4.7

GGA B3LYP OT-BNL GW-BSE EXP

2.0

-IP, -EA Eopt

TD TD TD

Kronik, Stein, Refaely-Abramson, Baer, J. Chem. Theo. Comp. 8, 1515 (2012).

Page 19: Leeor Kronik - Fundamental and optical gaps from density functional

Gaps of atoms

Stein, Eisenberg, Kronik, Baer, Phys. Rev. Lett. 105, 266802 (2010).

Page 20: Leeor Kronik - Fundamental and optical gaps from density functional

Fundamental gaps of

hydrogenated Si nanocrystals

GW: Tiago & Chelikowsky, Phys. Rev. B 73, 2006

DFT: Stein, Eisenberg, Kronik, Baer,

PRL 105, 266802 (2010).

s.

0

2

4

6

8

10

12

14

0 5 10 15

Ener

gy (e

V)

Diameter (Å)

-LumoGW EA-HOMOSeries4Exp IP

0.140.13

0.12

0.240.33

0.41

Page 21: Leeor Kronik - Fundamental and optical gaps from density functional

6 6.5 7 7.5 8 8.5 9 9.5 10 10.55

6

7

8

9

10

11

Experimental ionization energy [eV]

- H

OM

O

Ionization Energy

[eV

]

EXP

GW

OT-BNL

B3LYP

GW data: Blase et al.,

PRB 83, 115103 (2011)

S. Refaely-Abramson, R. Baer, and L. Kronik, Phys.Rev. B 84 ,075144 (2011) [Editor’s choice].

Page 22: Leeor Kronik - Fundamental and optical gaps from density functional

Mulliken’s limit: Well-separated donor and acceptor

Neither the gap nor the ~1/r dependence obtained for standard functionals!

Both obtained with the optimally-tuned range-separated hybrid!

Coulomb

attraction RAEADIPh /1)()(CT

The charge transfer excitation problem Time-dependent density functional theory (TDDFT), using

either semi-local or standard hybrid functionals, can

seriously underestimate charge transfer excitation energies!

)/()()(CT RaADh LH TDDFT

Page 23: Leeor Kronik - Fundamental and optical gaps from density functional

Results – gas phase Ar-TCNE

Stein, Kronik, Baer, J. Am. Chem. Soc. (Comm.) 131, 2818 (2009).

Donor TD-

PBE

TD-

B3LYP

TD-

BNL

=0.5

TD-

BNL

Best

Exp G0W0-

BSE

GW-

BSE

(psc)

benzene 1.6 2.1 4.4 3.8 3.59 3.2 3.6

toluene 1.4 1.8 4.0 3.4 3.36 2.8 3.3

o-xylene 1.0 1.5 3.7 3.0 3.15 2.7 2.9

Naphtha

lene 0.4 0.9 3.3 2.7 2.60 2.4 2.6

MAE 2.1 1.7 0. 8 0.1 --- 0.4 0.1

Thygesen

PRL ‘11 Blase

APL ‘11

Page 24: Leeor Kronik - Fundamental and optical gaps from density functional

RSH for spectroscopy

Stein et al., J. Am. Chem. Soc. (Comm.) 131, 2818 (2009);

Stein et al., J. Chem. Phys. 131, 244119 (2009);

Refaely-Abramson et al., Phys. Rev. B 84 ,075144 (2011);

Kuritz et al., J. Chem. Theo. Comp. 7, 2408 (2011).

Optical excitations, including charge transfer

scenarios

Photoelectron Spectroscopy

Refaely-Abramson et al., Phys. Rev. Lett. 109, 226405 (2012);

Egger et al., to be published

Gap renormalization in organic crystals

Refaely-Abramson et al., Phys. Rev. B (RC) 88, 081204 (2013) .

Combination with van-der-Waals corrections

Agrawal et al., J. Chem. Theo. Comp. 9, 3473 (2013) .

Page 25: Leeor Kronik - Fundamental and optical gaps from density functional

Conclusions

Kohn-Sham quasi-particle Optical

GW GW+BSE

RSH TD-RSH

Kronik, Stein, Refaely-Abramson, Baer,

J. Chem. Theo. Comp. (Perspectives Article) 8, 1515 (2012).

Page 26: Leeor Kronik - Fundamental and optical gaps from density functional

Two different paradigms for functional

development and applications

Tuning is NOT fitting! Tuning is NOT semi-empirical!

From To

Choose the right tool (=range parameter)

for the right reason (=Koopmans’ theorem)