defects and diffusion in metal oxides: challenges for...

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ICTP –Workshop 2014 Karsten Albe, FG Materialmodellierung, TU Darmstadt Johan Pohl, Peter Agoston, Paul Erhart, Manuel Diehm Defects and diffusion in metal oxides: Challenges for first-principles modelling FUNDING: DFG-SFB 595, BMBF „Gracis“, Helmholtz Virtual Institute „MiCo“, Schott Solar

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Page 1: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Karsten Albe, FG Materialmodellierung, TU Darmstadt

Johan Pohl, Peter Agoston, Paul Erhart, Manuel Diehm

Defects and diffusion in metal oxides: Challenges for first-principles modelling

FUNDING: DFG-SFB 595, BMBF „Gracis“, Helmholtz Virtual Institute „MiCo“, Schott Solar

Page 2: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Heat

Mechanical Energy

Conversion Electricity

Biomass

Photolysis

Electrolysis Thermolysis

Renewable Energy

Hydrogen

No CO2

emission

20% theo. efficiency

How To Get Hydrogen?

Page 3: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

• 1.23 eV < band gap ≤ 3eV

• Engineered pathways of electron-hole pairs

• No defects acting as recombination sites

• Charge transfer used for water splitting instead of corrosion

• Efficient H2 production and low overvoltages h

• Identify transparent passivating surface layer

• Couple Fermi level of metal catalyst to the quasi-Fermi levels of the semiconductor under illumination

• Design a working device

• Design and implement assembling procedures

Photocatalysis: Desired Materials Properties

p-region

n-region

Page 4: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Tailored Nanostructures

Design Concept

Materials by Design

Tailored Band Gaps

Tailored Surfaces and

Interfaces

Device Integration

Page 5: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Design Concept

Materials by Design

Tailored Band Gaps

Page 6: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Electronic Structure Theory

Page 7: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Defects in Semiconductors

Page 8: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Determination of the ground-state

properties of pure phases

Ground-states of defects in super cells

Calculation of the formation energies at the

VBM

Determination of the defect formation

enthalpies as a function of the fermi

energy and the chemical potentials in

equilibrium

Correction of size effects

Self-consistent

determination of the fermi

level

Ab-initio Thermodynamics of Point Defects

Page 9: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

In defect calculations: band gaps

Heavily underestimated

Both LDA/GGA functionals

Affects:

Defect levels

Defect formation energies

Correction: scissor operation!

Shift the conduction band

Align Eg(DFT) and Eg(EXP)

Donor type defects follow CB

Correct formation energies

Alternative: hybrid or semi-empirical functionals

When DFT fails…

Page 10: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Pt/CuGaSe2 and Pt/CdS/CuGaSe2 as Photoelectrode

0.1 M Na2SO4 aq. (pH 9),

300 W Xe lamp, 5 mV s-1

Page 11: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Chalcopyrite Band Gaps from HSE06

J. Pohl, K. Albe, J. Appl. Phys. 108, 023509 (2010)

Chalcopyrite

Electronic band gaps (eV) with optimized

exchange screening parameter = 0.13:

0,00

0,50

1,00

1,50

2,00

2,50

3,00

GGA

HSE06

Experiment

Band

gap in e

V

CuInSe2 CuGaSe2 CuInS2 CuGaS2 CuIn5Se8

Page 12: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Phase stability Point defect

formation enthalpies

Defects in CuInSe2

J. Pohl, K. Albe, Phys. Rev. B 87, 245203 (2013)

Page 13: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Phase stability Point defect

formation enthalpies

Defects in CuInSe2

J. Pohl, K. Albe, Phys. Rev. B 87, 245203 (2013)

Page 14: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Phase stability Point defect

formation enthalpies

Defects in CuInSe2

J. Pohl, K. Albe, Phys. Rev. B 87, 245203 (2013)

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ICTP –Workshop 2014

Defects in CuGaSe2

Phase stability Point defect

formation enthalpies

J. Pohl, K. Albe, Phys. Rev. B 87, 245203 (2013)

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ICTP –Workshop 2014

1.04 eV

1.68 eV Conduction band edge

Valence band edge

0.11 eV

CuInSe2 CuGaSe2

0.0

1.33 eV (+1/0)

1.26 eV

(+2/+1)

0.67 eV

0.21 eV (0/-1)

0.74 eV (-1/-2)

GaCu

CuIn,Ga

Antisite Defects in CuInSe2 and CuGaSe2

Page 17: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

• For a typical Cu(In,Ga)Se2 absorber with [Ga]/[Ga]+[In]=0.25,

CuIn and CuGa hole traps are the most detrimental defects!

Copper-rich conditions maximize the concentration of this defect.

• For [Ga]/[Ga]+[In] > 0.5, GaCu becomes a deep minority carrier trap and

can limit device efficiency.

• Optimal conditions to minimize CuIn and

CuGa are located on the copper-poor

side, with not too high Se/metal-ratio!

Conclusions on CIGS

Page 18: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

SnO2: Intrinsic Conductivity and p(O2)

2

2

1/2 2

12

2

1( )

[ ][ ]

O O

O

O O

O V e O

K TP V e

• Is standard defect chemistry correct ? • Whats about other intrinsic defects ?

Page 19: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

“deep” - Donor

“shallow” - Donor

Intrinsic n-typeTCO

In principle oxygen vacancies or cation interstitals can be donors

TCO: What do we expect?

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ICTP –Workshop 2014

O-Vacancy

Agoston, Albe/ Phys. Rev. Lett. 103 (2009) 245501, Phys. Rev. Lett. 106 (2011) 069602

Constant formation energies for the

neutral charge state

Strongly reduced formation

energies for positive charge states

Indium oxide and tin oxide are truly

intrinsically n-type semiconductors

The behavior is more complex for

ZnO

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ICTP –Workshop 2014

Phys. Rev. Lett. 103 (2009) 245501, Phys. Rev. Lett. 106 (2011) 069602

Band Gaps and Defect States

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ICTP –Workshop 2014

Increased formation energies of acceptor defects in all TCOs

Doping limits agree with experiment for In2O

3 but not for SnO

2

Acceptor Defects

Page 23: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

P. Agoston, C. Körber, A. Klein, M. J. Puska, R. M. Nieminen and K. Albe, J. Appl. Phys

C. Körber P. Ágoston, A. Klein Sensors and Actuators B 139 2 665-672 (2009)

Doped SnO2 has no oxygen interstitials ! Therefore high conductivities can be expected

SnO2 vs. In2O3

Page 24: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Diffusion: Migration Barriers

G0

GTST

Gm

0

2O

2

0

( , ) ( )exp exp

0

f mf mf fH E p H ES S

D fk kT

D

Page 25: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Point defects in ZnO: Kinetics

Appl. Phys. Lett.

88, 201918 (2006)

Page 26: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Design Concept

Materials by Design

Tailored Band Gaps

Tailored Surfaces and

Interfaces

Page 27: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

2 3 5

E. Morales, U. Diebold, Appl. Phys. Lett. , 139, 665-672 (2009)

Experiment Experiment

Oxygen : Indium : Oxygen (1. layer) : Indium (1. layer) :

2 3 5

ITO-(001)

Page 28: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

2 3 5

Experiment Experiment

Simulation Simulation Simulation

Oxygen : Indium : Oxygen (1. layer) : Indium (1. layer) :

2 3 5

In2O3-(001)

Page 29: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

2 3 5

Experiment Experiment

Simulation Simulation Simulation

Oxygen : Indium : Oxygen (1. layer) : Indium (1. layer) :

2 3 5

No compelling agreement with experiment

In2O3-(001)

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ICTP –Workshop 2014

Peroxide splitting highly favorable

Doping Effect

Page 31: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Oxygen : Indium : Oxygen (1. layer) : Indium (1. layer) :

Experiment Simulation

ITO-(001)

P. Agoston, K. Albe, Phys. Rev. B 84, 045311 (2011)

Page 32: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Oxygen : Indium : Oxygen (1. layer) : Indium (1. layer) :

Improved agreement with experiment when the effect of doping is considered

ITO-(001)

Page 33: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Thermodynamics of Nanomaterials

Page 34: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Tailored Nanostructures

Design Concept

Materials by Design

Tailored Band Gaps

Tailored Surfaces and

Interfaces

Page 35: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Volume Strain by Surface Stresses

MgO (compressive): GaN (tensile)

Page 36: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Surface Energy vs. Surface Stress

ij

ijd

Ad

Af

1

Surface Energy Surface Stress ijf

Work required to produce extra surface

dAdW

Work required to enlarge/minimize existing surface

ijij AdfAddW

d

df

Page 37: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Calculated Surface Stresses (DFT)

Page 38: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Lattice Expansion

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ICTP –Workshop 2014

Stress Distribution: MD vs. FEM

Page 40: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Ab-initio Phase Diagrams

Calculate the total energies of a set of structures

(e.g. from DFT)

Fit a model Hamiltonian to the set of structures

(least squares fit / genetic algorithm)

Predict new ground states

or

just include more structures

Calculate the phase diagram

(using Monte Carlo)

Page 41: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

(for species B replace → and → )

(Pohl, Albe, Acta Materialia 57, 4140 (2009))

BOS-Model

How to calculate the energy of a binary alloy system with two species A and B? Refined Bond Order Simulation Mixing model (BOS: Zhu, dePristo 1995)

where

is the site energy of an atom of species A with coordination Z

is the number of odd neighbors in the n-th shell

is the difference in the site energy when changing a n-th neighbor to odd species

is an asymmetry parameter (asymmetry considered for nearest neighbors only)

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ICTP –Workshop 2014

Bulk Phase Diagram Pt-Rh

Gibb’s Free Energy surface

Theoretical Pt-Rh Bulk phase diagram

Warren-Cowley Short Range Order Parameters (Pohl, Albe, ACTA MAT 57, 4140 (2009))

Page 43: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Nanophase diagram

Effects for shrinking particle size:

ordering temperature sinks

concentration stability range of some

ordered phases broadens

stable phases shift towards higher con-

centrations of segregating species (Pt)

two-phase regions shrink

Beilstein J. Nanotechnol. 2012, 3, 1–11.

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ICTP –Workshop 2014

2 % Pt, Diameter 7.8 nm

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ICTP –Workshop 2014

6 % Pt

Page 46: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

10 % Pt

Page 47: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

18% Pt

Page 48: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

28 % Pt

Page 49: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

28% Pt

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ICTP –Workshop 2014

42% Pt

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ICTP –Workshop 2014

44% Pt

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ICTP –Workshop 2014

46% Pt

Page 53: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

46% Pt

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ICTP –Workshop 2014

60% Pt

Page 55: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

60% Pt

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ICTP –Workshop 2014

86% Pt

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ICTP –Workshop 2014

86% Pt

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ICTP –Workshop 2014

Size-dependent Diffusion ? Vacancy Mechanism

V

Tk

E

CDD

B

mig

exp0

Page 59: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Vacancies in Lattice Model: KMC

Müller/Albe

Acta Mat. (2007)

Page 60: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Vacancies in Lattice Model: KMC

Model: Cu eV28.1f

vE

Page 61: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Vacancy Formation Energy: Lattice model

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ICTP –Workshop 2014

f f

v v

2( ) ( )

RE R E R

Vacancies in Lattice Model

Surface energy Surface stress

f

vE2 /R

Page 63: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

f f

v v

2( ) ( )

R

f VE R E R

Vacancies in Nanoparticles

Surface stress f Surface energy

f

vE2/R f

vE2f / R V

: atomic volume

V = : - Vrel:= formation volume

Page 64: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Surface Energy vs. Surface Stress

ij

ijd

Ad

Af

1

Surface Energy Surface Stress ijf

Work required to produce extra surface

dAdW

Work required to enlarge/minimize existing surface

ijij AdfAddW

d

df

Page 65: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Tailored Nanostructures

Design Concept

Materials by Design

Tailored Band Gaps

Tailored Surfaces and

Interfaces

Device Integration

Page 66: Defects and diffusion in metal oxides: Challenges for ...indico.ictp.it/event/a13198/session/6/contribution/18/material/0/0.pdf · Defects and diffusion in metal oxides: Challenges

ICTP –Workshop 2014

Take home messages

The properties of point defects and surfaces in oxides are most

sensitive to the Fermi-energy

We need Fermi-level engineering

Defects not only go along with excess energies but also stresses

Strain effects due to point, line and planar defects

can be significant

Thermodynamics and kinetics on the nanoscale can be very

different

We need a better understanding of nanoeffects