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International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 12 | Dec 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 145
The Ab Initio Study of Electronic and Optical Properties of CH3NH3ZnI3
Perovskite Solar-Cell Material
Shamima Khanom1, Md. Matiur Rahman2, Nusrat Jahan2, Muzzakkir Amin1, Farid Ahmed1, Md
Abul Hossain1
1Department of Physics, Jahangirnagar University, Dhaka -1342, Bangladesh
2Department of Physics, University of Barisal, Barisal-8200, Bangladesh.
---------------------------------------------------------------------***----------------------------------------------------------------------
Abstract - Zinc oxide (ZnO) is a direct wide-bandgap
semiconductor with high excitonbindingenergyof~60meV. In
search for lead free perovskite material, considering the
application of ZnO in solar cell, we studied the electrical and
optical property of a new Zn based perovskite materials
namely methyl ammonium zinc triiodide (CH3NH3ZnI3). We
also compared the results with more popular methyl
ammonium lead triiodide (CH3NH3PbI3) used in perovskite
solar cells. The band gap and x-ray diffraction data were also
analyzed and compared. It was observed that the
CH3NH3ZnI3 absorbs electromagnetic radiation in far UV
region. From the X-ray diffraction pattern, it was clear that
CH3NH3ZnI3 retains the original cuboctahedral crystal
structures as CH3NH3PbI3.
Key Words: Semiconductor, perovskite, CH3NH3ZnI3,
simulation, DFT
1. INTRODUCTION
The development of halide perovskite solar cells is as rapid
as the technology is proving successful [1].Thehybridhalide
perovskites are a class of semiconductors of the empirical
formula ABX3 with high absorption coefficients and large
carrier mobilities[2]. Research on these compoundsdatesto
the 1920s. The most widely used hybridperovskitesolarcell
material is methyl ammonium lead iodide CH3NH3PbI3
(MAPbI). A breakthrough in durability was thefabricationof
CH3NH3PbI3-based all solid- state solar cells, which
demonstrated superior stability and an improved efficiency
of 9.7%. Despite significant development of highly efficient
hybrid solar cells, a rising concern is the toxicity of lead
based perovskite solar cells, which has potential to inflict
harm upon both the human body and the natural
environment. To fabricate environmentally benign solar
cells, it is essential to develop toxic lead free perovskite
materials and maintains reasonable power conversion
efficiencies as the previously mentioned Pb-based light-
harvesting materials. In our work we investigated the
electrical and optical properties of Zn based perovskite
material. We choose CH3NH3PbI3 perovskite as a starting
material and replace Pb with Zn. The band gap is not similar
as the mostly used perovskite CH3NH3PbI3. There is a large
difference in the bandgap although the XRD pattern showed
similar peaks as the CH3NH3PbI3.
2. COMPUTATIONAL METHODS
To study the structural, electronic and optical properties of
CH3NH3ZnI3, Zn atom was substituted for Pb in the
CH3NH3PbI3 and the density functional theory (DFT)
calculations were carried outusingtheCambridgesequential
total energy package (CASTEP) code[3]. Previous study
shows the plane-wave pseudopotential calculations
employing generalized gradient approximation (GGA) of the
Perdew– Burke–Ernzerhof (PBE), this parameterizationwas
used for all the calculations in this research work, and
Perdew-Wang 91 (PW91) exchange correlation functional
appropriately describes the structures and the stabilities of
the organometallic halide perovskites as evident by the
experimental results[4]. As the organic cation and the
inorganic anion electrostatically interacts with each other in
the organic-inorganic ionic perovskite materials, this key
contribution in the interaction wasembodiedbytheultrasoft
pseudopotentials as represented by the typical DFT-GGA
scheme[5] [6]. The plane-wave cutoff energies were fixed at
340 eV and a k-point lattice of3×3×4 of the Monkhorst-Pack
grid was used for the Brillouin zone integration with 0.5 eV
Gaussian smearing for all the calculations of CH3NH3ZnI3
perovskite. We have carefully relaxed CH3NH3ZnI3
structures by adjusting the lattice parameters so that the
optimized structures gained no extra symmetries during the
optimization calculations and converges with the total
energy. Figure 1 shows the energy vs. optimization curve for
single point energy calculations.
Fig-1: Energy vs optimization curve.
3. RESULTS AND DISCUSSIONS
Figure 2 illustrates the geometrically optimized
CH3NH3ZnI3 perovskite structure which is a tetragonal
lattice and belongs to the 4/mmm space group. The Zn2+
cation forms six metal bond with its neighboring I- anions
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 12 | Dec 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 146
and this ZnI6 are connected such as to givethecuboctahedra
framework.
Fig-2: Structure of CH3NH3ZnI3.
We have calculated the XRD pattern of our material and
found that the highest peak for CH3NH3ZnI3 was at 27.20
degree which compare to itssimilar counterparts perovskite
structure CH3NH3PbI3 was found to be at near 32.13 degree,
experimentally [7]. In our whole investigation we didn’t use
any supercell structures instead we used the primitive unit
cell of the perovskite structure.
Fig-3: Calculated XRD pattern of CH3 NH3 ZnI3 with the
experimentally obtained XRD pattern of CH3NH3PbI3 [7]
in the inset.
There are some common planes in both CH3NH3ZnI3 and
CH3NH3PbI3 structure, and that is due to CH3NH3I3. The
high intensity peak are attributed to the metallic PbI2 or
ZnI2. From the X-ray diffraction analysis it is observed that
CH3NH3ZnI3structures has{2 1 0}, {2 2 0}, {1 1 1},{211},{2
1 3}, {2 0 0}, {2 2 2}, {1 0 0} and {3 1 3} planes as shown in
figure 3.
The calculations of the electronic band structure helps us to
understand the character of prevailing bands near the Fermi
level which in turns determines the properties of the
material. This description of electronic band structure also
helps us to realize and predict certain characteristic features
of the condensed matter systems. Figure 4 shows the
electronic band structures of CH3NH3ZnI3 and we can see
that not a single one of the valance bands has crossed the
Fermi level, although it has a metal atom in its structure.
From the band structure it is observed that the shape of the
conduction bands near to the Fermi level is parabolic which
similar to the other semiconducting materials. The
CH3NH3ZnI3 has a direct bandgap of 0.340 eV whereas
CH3NH3PbI3 has a bandgap of 1.53 eV [7].
Fig-4: Electronic band structure of CH3NH3ZnI3.
The distribution of available allowed energy states at any
given energy interval of a quantum systems is represented
by the density of states (DOS). Figure 5 shows the total
and partial density of states of CH3NH3ZnI3.
Fig-5: Total density of states (upper) and the partial
density of state (PDOS) (bottom).
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 12 | Dec 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 147
A DOS of zero means that no states can be occupied at that
energy level. It can be seen from the partial DOS that the
major contributions around the Fermi energy are mainly
from the Zn 3d states and also the total DOS suggest that the
Zn 3d states dominates the conductivity of CH3NH3ZnI3.
Fig-6: (a) The reflectivity curve, (b) loss factor and (c) UV-
Vis-IR absorption spectra of CH3NH3ZnI3.
Optical properties are important in solid state physics
because the study of differentoptical characteristicsofsolids
provides a correlationwiththeelectronic bandstructureand
helps us better understand the materials.
Figure 6 shows different optical parametersofCH3NH3ZnI3
under electromagnetic radiation calculated for up to 25eV.
The reflectivity spectrum shows that the material has
maximum peak at 10 eV. This indicates that ithasa lowband
gap. And it can reflect wave whichliesatfar-UVregionwhich
lies in between near to x- rays and farthest region from the
visible light. The absorption curve shows that it has
maximum peak at 7 eV. This compound has absorption
bands in the low energy range due to its metallic nature.The
peak lies in the far UV region. In the energy-loss spectrums,
the first peaks are found at 11.5 eV. It indicates that the
material has a low band gap. So within the range of 122–200
nm the extinction of the absorbed light energy occurs.
Fig-7: (a) The conductivity curve, (b) dielectric constant
and (c) refractive index curve of CH3NH3ZnI3.
From the conductivity curve it is seen that it has the
maximum peak at 6 eV. After 6eV the conductivity falls and
almost diminishes after 10 eV. The CH3NH3ZnI3 perovskite
material will not interact that much with the incident
electromagnetic radiation which has energy more than 10
eV. From the dielectric function curve it is seen that the real
and imaginary values are same at 4 eV and 12.25eV. The
refractive index shows us the amount of dispersion of
incident electromagnetic wave while it is passing through
the material. So our material will disperse the wave which
lies in the far UV region (6.2–12.4 eV) andthedispersion will
be least at 10 eV. Further it will attenuate the incidentwaves
which has frequency more than 10 eV (extreme ultra violet)
as provided by the imaginary refractiveindexcurve.After25
eV no wave will be able to pass through the materials.
4. CONCLUSION
The structure-property relationship of CH3NH3ZnI3
perovskite materials has been investigated in this research
International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056
Volume: 05 Issue: 12 | Dec 2018 www.irjet.net p-ISSN: 2395-0072
© 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 148
work and it is found that the CH3NH3ZnI3 was of tetragonal
crystal structures with 4/mmm space group. The electronic
band structure and the optical properties of CH3NH3ZnI3
shows that CH3NH3ZnI3 has a low band gap of 0.340 eV
which is small compared with CH3NH3PbI3. Also from the
optical parameters it is seen that our investigated material
shows the maximum absorption peak at far UV region. This
indicates the proposed materials could be a potential
photovoltaic light harvesting materials and is a good
candidate in converting thesunradiationtoelectrical orheat
energy. To improve our observed results the simulation
work can be investigated for other exchange correlation
functional considering GW many-body correction.
ACKNOWLEDGEMENT
The authors acknowledges computational physics lab in the
department of physics at Jahangirnagar University for their
computational support.
REFERENCES
[1] A. Kojima, K. Teshima, Y. Shirai, and T. Miyasaka,
“Organometal halide perovskites as visible-light
sensitizers for photovoltaic cells,” J. Am. Chem. Soc., vol.
131, no. 17, pp. 6050–6051, 2009.
[2] M. Liu, M. B. Johnston, and H. J. Snaith, “Efficient planar
heterojunction perovskite solar cells by vapour
deposition_web,” Nature, vol. 501, no. 7467, pp. 395–
398, 2013.
[3] P. Giannozzi, S. Baroni, N. Bonini, M. Calandra, R. Car, C.
Cavazzoni, D. Ceresoli, G. L. Chiarotti, M. Cococcioni, I.
Dabo, A. Dal Corso, S. de Gironcoli, S. Fabris, G.Fratesi,R.
Gebauer, U. Gerstmann, C. Gougoussis, A. Kokalj, M.
Lazzeri, L. Martin- Samos, N. Marzari, F. Mauri, R.
Mazzarello, S. Paolini, A. Pasquarello, L. Paulatto, C.
Sbraccia, S. Scandolo, G. Sclauzero, A.
[4] P. Seitsonen, A. Smogunov, P. Umari, and R. M.
Wentzcovitch, “QUANTUM ESPRESSO: a modular and
open-source software project for quantum simulations
of materials,” J. Phys. Condens. Matter, vol. 21, p.
395502, 2009.
[5] I. Borriello, G. Cantele, and D. Ninno, “Ab initio
investigation of hybrid organic-inorganic perovskites
based on tin halides,” Phys. Rev. B - Condens. Matter
Mater. Phys., vol. 77, no. 23, pp. 1–9, 2008.
[6] E. Moreira, J. M. Henriques, D. L. Azevedo, E. W. S.
Caetano, V.
[7] N. Freire, and E. L. Albuquerque, “Structural and
electronic properties of Sr xBa 1-xSnO 3 from first
principles calculations,” J. Solid StateChem.,vol.187,pp.
186–194, 2012.
[8] J. T. Wang, J. M. Ball, E. M. Barea, A. Abate, J. A.
Alexander- webber, J. Huang, M. Saliba, J. Bisquert, H. J.
Snaith, and R. J. Nicholas, “Low-Temperature Processed
Electron Collection Layers of Graphene/ TiO 2
Nanocomposites in Thin Film Perovskite Solar Cells,”
2014.
[9] T. Oku, “Crystal Structures and Related Perovskite
Compounds Used for Solar Cells,” Sol. Cells - New
Approaches Rev., pp. 77– 101, 2015.

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IRJET- The Ab Initio Study of Electronic and Optical Properties of CH3NH3ZnI3 Perovskite Solar-Cell Material

  • 1. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 12 | Dec 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 145 The Ab Initio Study of Electronic and Optical Properties of CH3NH3ZnI3 Perovskite Solar-Cell Material Shamima Khanom1, Md. Matiur Rahman2, Nusrat Jahan2, Muzzakkir Amin1, Farid Ahmed1, Md Abul Hossain1 1Department of Physics, Jahangirnagar University, Dhaka -1342, Bangladesh 2Department of Physics, University of Barisal, Barisal-8200, Bangladesh. ---------------------------------------------------------------------***---------------------------------------------------------------------- Abstract - Zinc oxide (ZnO) is a direct wide-bandgap semiconductor with high excitonbindingenergyof~60meV. In search for lead free perovskite material, considering the application of ZnO in solar cell, we studied the electrical and optical property of a new Zn based perovskite materials namely methyl ammonium zinc triiodide (CH3NH3ZnI3). We also compared the results with more popular methyl ammonium lead triiodide (CH3NH3PbI3) used in perovskite solar cells. The band gap and x-ray diffraction data were also analyzed and compared. It was observed that the CH3NH3ZnI3 absorbs electromagnetic radiation in far UV region. From the X-ray diffraction pattern, it was clear that CH3NH3ZnI3 retains the original cuboctahedral crystal structures as CH3NH3PbI3. Key Words: Semiconductor, perovskite, CH3NH3ZnI3, simulation, DFT 1. INTRODUCTION The development of halide perovskite solar cells is as rapid as the technology is proving successful [1].Thehybridhalide perovskites are a class of semiconductors of the empirical formula ABX3 with high absorption coefficients and large carrier mobilities[2]. Research on these compoundsdatesto the 1920s. The most widely used hybridperovskitesolarcell material is methyl ammonium lead iodide CH3NH3PbI3 (MAPbI). A breakthrough in durability was thefabricationof CH3NH3PbI3-based all solid- state solar cells, which demonstrated superior stability and an improved efficiency of 9.7%. Despite significant development of highly efficient hybrid solar cells, a rising concern is the toxicity of lead based perovskite solar cells, which has potential to inflict harm upon both the human body and the natural environment. To fabricate environmentally benign solar cells, it is essential to develop toxic lead free perovskite materials and maintains reasonable power conversion efficiencies as the previously mentioned Pb-based light- harvesting materials. In our work we investigated the electrical and optical properties of Zn based perovskite material. We choose CH3NH3PbI3 perovskite as a starting material and replace Pb with Zn. The band gap is not similar as the mostly used perovskite CH3NH3PbI3. There is a large difference in the bandgap although the XRD pattern showed similar peaks as the CH3NH3PbI3. 2. COMPUTATIONAL METHODS To study the structural, electronic and optical properties of CH3NH3ZnI3, Zn atom was substituted for Pb in the CH3NH3PbI3 and the density functional theory (DFT) calculations were carried outusingtheCambridgesequential total energy package (CASTEP) code[3]. Previous study shows the plane-wave pseudopotential calculations employing generalized gradient approximation (GGA) of the Perdew– Burke–Ernzerhof (PBE), this parameterizationwas used for all the calculations in this research work, and Perdew-Wang 91 (PW91) exchange correlation functional appropriately describes the structures and the stabilities of the organometallic halide perovskites as evident by the experimental results[4]. As the organic cation and the inorganic anion electrostatically interacts with each other in the organic-inorganic ionic perovskite materials, this key contribution in the interaction wasembodiedbytheultrasoft pseudopotentials as represented by the typical DFT-GGA scheme[5] [6]. The plane-wave cutoff energies were fixed at 340 eV and a k-point lattice of3×3×4 of the Monkhorst-Pack grid was used for the Brillouin zone integration with 0.5 eV Gaussian smearing for all the calculations of CH3NH3ZnI3 perovskite. We have carefully relaxed CH3NH3ZnI3 structures by adjusting the lattice parameters so that the optimized structures gained no extra symmetries during the optimization calculations and converges with the total energy. Figure 1 shows the energy vs. optimization curve for single point energy calculations. Fig-1: Energy vs optimization curve. 3. RESULTS AND DISCUSSIONS Figure 2 illustrates the geometrically optimized CH3NH3ZnI3 perovskite structure which is a tetragonal lattice and belongs to the 4/mmm space group. The Zn2+ cation forms six metal bond with its neighboring I- anions
  • 2. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 12 | Dec 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 146 and this ZnI6 are connected such as to givethecuboctahedra framework. Fig-2: Structure of CH3NH3ZnI3. We have calculated the XRD pattern of our material and found that the highest peak for CH3NH3ZnI3 was at 27.20 degree which compare to itssimilar counterparts perovskite structure CH3NH3PbI3 was found to be at near 32.13 degree, experimentally [7]. In our whole investigation we didn’t use any supercell structures instead we used the primitive unit cell of the perovskite structure. Fig-3: Calculated XRD pattern of CH3 NH3 ZnI3 with the experimentally obtained XRD pattern of CH3NH3PbI3 [7] in the inset. There are some common planes in both CH3NH3ZnI3 and CH3NH3PbI3 structure, and that is due to CH3NH3I3. The high intensity peak are attributed to the metallic PbI2 or ZnI2. From the X-ray diffraction analysis it is observed that CH3NH3ZnI3structures has{2 1 0}, {2 2 0}, {1 1 1},{211},{2 1 3}, {2 0 0}, {2 2 2}, {1 0 0} and {3 1 3} planes as shown in figure 3. The calculations of the electronic band structure helps us to understand the character of prevailing bands near the Fermi level which in turns determines the properties of the material. This description of electronic band structure also helps us to realize and predict certain characteristic features of the condensed matter systems. Figure 4 shows the electronic band structures of CH3NH3ZnI3 and we can see that not a single one of the valance bands has crossed the Fermi level, although it has a metal atom in its structure. From the band structure it is observed that the shape of the conduction bands near to the Fermi level is parabolic which similar to the other semiconducting materials. The CH3NH3ZnI3 has a direct bandgap of 0.340 eV whereas CH3NH3PbI3 has a bandgap of 1.53 eV [7]. Fig-4: Electronic band structure of CH3NH3ZnI3. The distribution of available allowed energy states at any given energy interval of a quantum systems is represented by the density of states (DOS). Figure 5 shows the total and partial density of states of CH3NH3ZnI3. Fig-5: Total density of states (upper) and the partial density of state (PDOS) (bottom).
  • 3. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 12 | Dec 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 147 A DOS of zero means that no states can be occupied at that energy level. It can be seen from the partial DOS that the major contributions around the Fermi energy are mainly from the Zn 3d states and also the total DOS suggest that the Zn 3d states dominates the conductivity of CH3NH3ZnI3. Fig-6: (a) The reflectivity curve, (b) loss factor and (c) UV- Vis-IR absorption spectra of CH3NH3ZnI3. Optical properties are important in solid state physics because the study of differentoptical characteristicsofsolids provides a correlationwiththeelectronic bandstructureand helps us better understand the materials. Figure 6 shows different optical parametersofCH3NH3ZnI3 under electromagnetic radiation calculated for up to 25eV. The reflectivity spectrum shows that the material has maximum peak at 10 eV. This indicates that ithasa lowband gap. And it can reflect wave whichliesatfar-UVregionwhich lies in between near to x- rays and farthest region from the visible light. The absorption curve shows that it has maximum peak at 7 eV. This compound has absorption bands in the low energy range due to its metallic nature.The peak lies in the far UV region. In the energy-loss spectrums, the first peaks are found at 11.5 eV. It indicates that the material has a low band gap. So within the range of 122–200 nm the extinction of the absorbed light energy occurs. Fig-7: (a) The conductivity curve, (b) dielectric constant and (c) refractive index curve of CH3NH3ZnI3. From the conductivity curve it is seen that it has the maximum peak at 6 eV. After 6eV the conductivity falls and almost diminishes after 10 eV. The CH3NH3ZnI3 perovskite material will not interact that much with the incident electromagnetic radiation which has energy more than 10 eV. From the dielectric function curve it is seen that the real and imaginary values are same at 4 eV and 12.25eV. The refractive index shows us the amount of dispersion of incident electromagnetic wave while it is passing through the material. So our material will disperse the wave which lies in the far UV region (6.2–12.4 eV) andthedispersion will be least at 10 eV. Further it will attenuate the incidentwaves which has frequency more than 10 eV (extreme ultra violet) as provided by the imaginary refractiveindexcurve.After25 eV no wave will be able to pass through the materials. 4. CONCLUSION The structure-property relationship of CH3NH3ZnI3 perovskite materials has been investigated in this research
  • 4. International Research Journal of Engineering and Technology (IRJET) e-ISSN: 2395-0056 Volume: 05 Issue: 12 | Dec 2018 www.irjet.net p-ISSN: 2395-0072 © 2018, IRJET | Impact Factor value: 7.211 | ISO 9001:2008 Certified Journal | Page 148 work and it is found that the CH3NH3ZnI3 was of tetragonal crystal structures with 4/mmm space group. The electronic band structure and the optical properties of CH3NH3ZnI3 shows that CH3NH3ZnI3 has a low band gap of 0.340 eV which is small compared with CH3NH3PbI3. Also from the optical parameters it is seen that our investigated material shows the maximum absorption peak at far UV region. This indicates the proposed materials could be a potential photovoltaic light harvesting materials and is a good candidate in converting thesunradiationtoelectrical orheat energy. To improve our observed results the simulation work can be investigated for other exchange correlation functional considering GW many-body correction. ACKNOWLEDGEMENT The authors acknowledges computational physics lab in the department of physics at Jahangirnagar University for their computational support. REFERENCES [1] A. Kojima, K. Teshima, Y. Shirai, and T. Miyasaka, “Organometal halide perovskites as visible-light sensitizers for photovoltaic cells,” J. Am. Chem. Soc., vol. 131, no. 17, pp. 6050–6051, 2009. [2] M. Liu, M. B. Johnston, and H. J. Snaith, “Efficient planar heterojunction perovskite solar cells by vapour deposition_web,” Nature, vol. 501, no. 7467, pp. 395– 398, 2013. [3] P. Giannozzi, S. Baroni, N. Bonini, M. Calandra, R. Car, C. Cavazzoni, D. Ceresoli, G. L. Chiarotti, M. Cococcioni, I. Dabo, A. Dal Corso, S. de Gironcoli, S. Fabris, G.Fratesi,R. Gebauer, U. Gerstmann, C. Gougoussis, A. Kokalj, M. Lazzeri, L. Martin- Samos, N. Marzari, F. Mauri, R. Mazzarello, S. Paolini, A. Pasquarello, L. Paulatto, C. Sbraccia, S. Scandolo, G. Sclauzero, A. [4] P. Seitsonen, A. Smogunov, P. Umari, and R. M. Wentzcovitch, “QUANTUM ESPRESSO: a modular and open-source software project for quantum simulations of materials,” J. Phys. Condens. Matter, vol. 21, p. 395502, 2009. [5] I. Borriello, G. Cantele, and D. Ninno, “Ab initio investigation of hybrid organic-inorganic perovskites based on tin halides,” Phys. Rev. B - Condens. Matter Mater. Phys., vol. 77, no. 23, pp. 1–9, 2008. [6] E. Moreira, J. M. Henriques, D. L. Azevedo, E. W. S. Caetano, V. [7] N. Freire, and E. L. Albuquerque, “Structural and electronic properties of Sr xBa 1-xSnO 3 from first principles calculations,” J. Solid StateChem.,vol.187,pp. 186–194, 2012. [8] J. T. Wang, J. M. Ball, E. M. Barea, A. Abate, J. A. Alexander- webber, J. Huang, M. Saliba, J. Bisquert, H. J. Snaith, and R. J. Nicholas, “Low-Temperature Processed Electron Collection Layers of Graphene/ TiO 2 Nanocomposites in Thin Film Perovskite Solar Cells,” 2014. [9] T. Oku, “Crystal Structures and Related Perovskite Compounds Used for Solar Cells,” Sol. Cells - New Approaches Rev., pp. 77– 101, 2015.