Eros Radicchi1,2, Ali Kachmar3, Edoardo Mosconi2, Beatrice Bizzarri2, Francesca Nunzi1,2, Filippo De Angelis1,2,4. 1. Department of Chemistry, Biology and Biotechnology, University of Perugia, via Elce di Sotto 8, 06123 Perugia, Italy. 2. Computational Laboratory for Hybrid/Organic Photovoltaics (CLHYO), Istituto CNR di Scienze e Tecnologie Chimiche "Giulio Natta" (CNR-SCITEC), via Elce di Sotto 8, 06123 Perugia, Italy. 3. Qatar Environment and Energy Research Institute, Hamad Bin Khalifa University, P.O. Box 5825, Doha, Qatar. 4. CompuNet, Istituto Italiano di Tecnologia, Via Morego 30, 16163 Genova, Italy.
Abstract
We employ a fine-tuned theoretical framework, combining ab initio molecular dynamics (AIMD), density functional theory (DFT), and time-dependent (TD) DFT methods, to investigate the interactions and optical properties of the iodoplumbates within the low coordinative γ-butyrolactone (GBL) solvent environment, widely employed in the perovskite synthesis. We uncover the extent of GBL coordination to PbI2 investigating its relation to the solvated PbI2 optical properties. The employed approach has been further validated by comparison with the experimental UV-vis absorption spectrum of PbI2 in GBL solvent. A comparison with other solvents, commonly employed in the perovskite synthesis, such as N,N-dimethylformamide (DMF) and dimethyl sulfoxide (DMSO) is also reported. The methodology developed in this work can be reasonably extended to the investigation of similar systems.
We employ a fine-tuned theoretical framework, combining ab initio molecular dynamics (AIMD), density functional theory (DFT), and time-dependent (TD) DFT methods, to investigate the interactions and optical properties of the iodoplumbates within the low coordinative γ-butyrolactone (GBL) solvent environment, widely employed in the perovskite synthesis. We uncover the extent of GBL coordination to PbI2 investigating its relation to the solvated PbI2 optical properties. The employed approach has been further validated by comparison with the experimental UV-vis absorption spectrum of PbI2 in GBL solvent. A comparison with other solvents, commonly employed in the perovskite synthesis, such as N,N-dimethylformamide (DMF) and dimethyl sulfoxide (DMSO) is also reported. The methodology developed in this work can be reasonably extended to the investigation of similar systems.
Lead-halide
perovskites are
one of the most studied materials in the last years, due to their
very peculiar optoelectronic properties that have allowed their rapid
application in widespread devices, such as solar cells and light emitting
diodes.[1,2] Several approaches have been developed to
prepare perovskites with different properties. Among these, the solution
synthesis is by far the easiest and most adopted method to synthesize
these materials in research laboratories, involving different techniques,
such as spin-coating or blade-coating for the deposition of thin films.[3−5] Solvent engineering plays an important role in the nucleation and
growth of perovskites, and in achieving high power conversion efficiency.[6−8] Many researchers already proved that the choice of solvent is crucial
for the morphology of solution-deposited perovskite films and thus
for the final quality of devices. In particular, the interactions
between individual PbX2(X = Cl, Br, I) precursors and halide
salts in solution drive the formation of the perovskite during the
deposition and the annealing processes, affecting the crystallization
of the material and, consequently, the device performances.[5,9−14] Moreover, solvent coordination influences the nature of species
present in the solution environment, thus regulating the type and
quantity of defects that are likely to be found in the crystalline
material.[15−20] Highly polar aprotic solvents are generally employed, such as dimethyl
sulfoxide (DMSO), N,N-dimethylformamide
(DMF), γ-butyrolactone (GBL), acetonitrile (ACN), or a combination
thereof. The solubility of PbX2 and halide salts in these
solvents or their mixtures was found to vary. In particular, GBL is
a low solubility solvent for both precursors and MAPbX3 (MA = methylammonium) that is able to form single crystals of perovskite.[21,22] Fateev et al.[23] reported the formation
of solid-state adducts upon evaporation of a concentrated perovskite
solution in GBL environment, similarly to what happens in DMSO[6,7,24] or DMF.[25,26] Kadro et al. illustrated a facile method for rapid growth of large,
freestanding crystals of MAPbI3 from a GBL solution through
heating at unconventionally high temperatures.[27] Rahimnejad et al.[15] highlighted
the formation of PbI3– complex in diluted
PbI2 solution and addressed it to the low nucleophilicity
of GBL. Recently, Ahlawat et al.[28] carried
out simulations on the nucleation of MAPbI3 from a GBL
solution, aiming to disclose the atomistic details of the perovskite
crystallization process. Classical molecular dynamics simulations
were also performed by Gutierrez-Sevillano et al.[29] on perovskite precursors to study perovskite formation
and stability. Despite the important progress in exploring the solution
chemistry of lead halideperovskite precursors, a detailed knowledge
of the interactions at the atomic level and how these reflect on the
optical properties of the solvated PbI2 species are still
lacking. Consequently, here we propose a computational protocol to
study the behavior of the PbI2 precursor salt in the GBL
solvent under non colloidal conditions, a behavior that is expected
when dealing with diluted solutions. The nature of other species in
the GBL solvent environment will be considered in a following paper.
To uncover the interactions of the PbI2 system at the atomic
level, we carried out ab initio molecular dynamics
(AIMD) simulation of the solvated PbI2 complexes and we
evaluated the energetics and the geometries of static PbI2(GBL) complexes by means of density
functional theory (DFT) methods. We used the outcome of these calculations
to simulate by means of time-dependent (TD) DFT methods the complexes
absorption spectra, which we then compared with UV–vis spectroscopy
experimental data, employing a combination of tools that was already
successfully adopted for the understanding of the lead halideperovskite
precursors optical properties.[18] The fine-tuned
methodology developed in this work can be reasonably extended to the
investigation of similar systems.To investigate the properties
of the PbI2GBL solution,
in particular to identify the preferred coordination and to check
the presence of specific interactions in the solution environment,
we first carried out AIMD simulation of a PbI2 molecule
in explicit bulk GBL solvent. To do this, we setup the simulation
of the GBL solvent, we calculated the volume occupied by a single
GBL molecule, and we ran a first short (∼5 ps) molecular dynamics
simulation of an initial model with 4 GBL molecules. Taking the results
of this simulation, we created a supercell containing 32 GBL molecules
in a cubic cell with a = b = c = 15.94 Å and we ran a longer (10 ps) AIMD simulation,
equilibrating the system at 300 K. On this equilibrated system we
replaced one GBL molecule with a PbI2 molecule (see Figure a) and we ran again
20 ps of AIMD simulation. We then took average statistics, discarding
the initial 5 ps of the thermalization.
Figure 1
(a) Model of PbI2 in GBL solvent. (b) Radial pair distribution
function, g(r) (continuous lines),
and its integration, int[g(r)] (dotted
lines), of the Pb–O distance (r, Å; red and blue lines
correspond to carbonyl and alkoxy oxygens).
(a) Model of PbI2 in GBL solvent. (b) Radial pair distribution
function, g(r) (continuous lines),
and its integration, int[g(r)] (dotted
lines), of the Pb–O distance (r, Å; red and blue lines
correspond to carbonyl and alkoxy oxygens).The outcome of this simulation gives us some interesting information
on the structural properties of the solvated PbI2. First
of all, we found that the PbI2 molecule did not dissociate
during the dynamics, consistently with the low coordinative power
of the GBL solvent. Opposite to this, in DMSO we experimentally found
PbI2 to dissociate into PbI+/Pb2+ and I–, in line with the stronger coordinative
power of this solvent.[18,30] Moreover, the I–Pb–I
angle always lies around 90° during the whole AIMD simulation
(see Figure S1, Supporting Information),
indicative that the initial equatorial PbI2 arrangement
is retained throughout the dynamics.To investigate the solvent
coordination sphere around PbI2, we analyzed the Pb–O
radial pair distribution function g(r) and its integral, int[g(r)],
considering both the carbonyl and alkoxy oxygen
atoms of GBL, Figure b. GBL mainly interacts with Pb through the carbonyl oxygen, with
a distance of ∼2.7 Å and an average coordination number
between 2 and 3, as shown by the value of int[g(r)] below 3 Å. We can also notice a broad and less
structured feature related to the alkoxy O–Pb distance, which
range starts at ∼3 Å and reaches higher values around
∼4.9 Å. The longer average bond distances and the less
structured features are indicative of a weaker interaction between
Pb and alkoxy oxygen, still a small fraction of GBL molecules features
quite short alkoxy O–Pb bond lengths. The average Pb–O
coordination number observed during the whole dynamics, evaluated
considering only the GBL molecules directly bonded with Pb, confirms
that PbI2 is bonded on average with two or three GBL molecules;
see Figure S2, Supporting Information.The overall g(r) tells us the
average GBL coordination to Pb; however, it does not allow us to discriminate
whether a single GBL molecule would individually or concomitantly
bind Pb through the carbonyl and alkoxy oxygen atoms. To look closer
at these interactions, we move to consider the individual g(r) for each of the 31 GBL molecules involved
in our model; see Figure and Figure S3, Supporting Information.
While most of the molecules are noninteracting, with positive values
of g(r) only above 4 Å or more,
we identify five GBL molecules that are clearly bonded with the PbI2 molecule (see panels a–e in Figure ). Interestingly, the considered solvent
molecules do not interact with Pb in the same way: in two cases (panels
a and b), the carbonyl oxygen is the only GBL atom effectively involved
in the interaction with Pb, with g(r) peaks at 2.65 Å, representative of the average Pb–O
coordination. Two other GBL molecules (panels c and d) still interact
mainly through the carbonyl oxygen, but the alkoxy oxygen also shows
a contribution, resulting in a pincher-type interaction. In this case,
the carbonyl O–Pb interaction is weakened, with g(r) peaks at 2.95 and 3.05 Å against values
of 2.65 Å in a and b cases, and g(r) peaks at 3.65 and 3.75 Å for the alkoxy O–Pb distances.
Last, one GBL molecule (panel e) surprisingly shows interaction with
PbI2 only by the alkoxy oxygen, with a g(r) peak at 3.45 Å, while the carbonyl oxygen
lies distant from Pb, not effectively interacting.
Figure 2
Panels a–e: g(r) of the
Pb–O distance (r, Å) for the five most
interacting GBL molecules considered in the molecular dynamics (red
and blue lines correspond to carbonyl and alkoxy oxygens). Panel f:
physical model employed to analyze the g(r) function.
Panels a–e: g(r) of the
Pb–O distance (r, Å) for the five most
interacting GBL molecules considered in the molecular dynamics (red
and blue lines correspond to carbonyl and alkoxy oxygens). Panel f:
physical model employed to analyze the g(r) function.On the basis of the information
extracted from the AIMD simulation,
we modeled PbI2 surrounded by a different number of coordinating
GBL solvent molecules, thus considering the first coordination sphere,
to evaluate the impact of the various coordination number and mode
on the optical properties of solvated PbI2. In doing so,
we considered both equatorial (eq) and axial (ax) PbI2 arrangements,
adding an increasing number of GBL molecules, up to a maximum total
coordination number of 7 (5 GBL and 2 I). The resulting nine optimized
geometries are reported in Figure . In agreement with the outcome of AIMD simulation,
we found that PbI2(GBL) complexes
are stabilized by pincher-type interactions for n ≤ 4, while in the case of n = 5 the alkoxy
oxygen is often too distant from the Pb center to interact, due to
high steric hindrance. Again, in these complexes we can find average
shorter carbonyl O–Pb distances with respect to the alkoxy
O–Pb ones.
Figure 3
Optimized structure of PbI2(GBL) with n = 1–5 complexes.
Main geometrical
parameters are reported in Å (red and blue values correspond
to carbonyl and alkoxy O–Pb bond lengths).
Optimized structure of PbI2(GBL) with n = 1–5 complexes.
Main geometrical
parameters are reported in Å (red and blue values correspond
to carbonyl and alkoxy O–Pb bond lengths).To clarify the effect of the solvent coordination on the optical
properties of the PbI2(GBL) complexes (n = 1–5), we simulated the UV–vis
absorption spectra with TD-DFT by employing relativistic spin–orbit
coupling (SOC), by computing several excitation energies and oscillator
strengths. The results are reported in Figure , together with the experimental absorption
spectrum of PbI2 species in GBL solvent for a direct comparison.
Due to the very low solubility of this salt, this spectrum was registered
from the supernatant of a saturated solution of PbI2, taken
after deposition of the undissolved PbI2 in order to avoid
scattering signals. A summary of the first absorption maxima of each
PbI2(GBL) complex, together
with the relative energy of ax and eq configurations is reported in Table S1, Supporting Information.
Figure 4
Experimental absorption
spectrum of PbI2 in GBL (a)
and theoretical absorption spectra of PbI2(GBL) complexes (eq and ax configurations in panels b
and c, respectively), with the number of coordinating GBL molecules n reported in the legend.
Experimental absorption
spectrum of PbI2 in GBL (a)
and theoretical absorption spectra of PbI2(GBL) complexes (eq and ax configurations in panels b
and c, respectively), with the number of coordinating GBL molecules n reported in the legend.At first glance, Figure shows that the addition of GBL solvent molecules determines
a monotonic blue shift of the first absorption peak, for both the
ax and eq configurations, passing from 353 nm for the PbI2(GBL)-eq complex to 317/314 nm for the PbI2(GBL)5 complex in the ax/eq configuration. The solvated PbI2(GBL) complexes with n < 4 are found slightly energetically favored in the eq rather
than in the ax configuration, consistent with the AIMD results. Interestingly,
the first absorption maximum wavelength correlates quite well with
the coordination number and with the average Pb–I and Pb–O
bond length, as shown in Figure . In particular, we found that increasing the coordination,
i.e., adding GBL molecules to the coordination sphere, is likely to
blue-shift the absorption maximum. However, this occurs together with
an increase in the average bond distances, both for Pb–I and
Pb–O, which is expected when more coordinating molecules are
added.
Figure 5
Average coordination/bond length–first absorption maximum
correlation for the PbI2(GBL) complexes. Numbers in the picture point at the number of coordinating
GBL molecules; solid and dashed lines refer to eq and ax configurations.
Average coordination/bond length–first absorption maximum
correlation for the PbI2(GBL) complexes. Numbers in the picture point at the number of coordinating
GBL molecules; solid and dashed lines refer to eq and ax configurations.To further understand the relation between coordination
and optical
properties of PbI2 in GBL, we inspected how the absorption
spectra change during the dynamics simulation. From the 15 ps of AIMD,
we selected 20 snapshots (each 0.75 ps) and we carried out TD-DFT
calculations with SOC effects included to simulate the absorption
spectra, in the same way we did for the PbI2(GBL) complexes. For each snapshot we included only the
GBL molecules highly interacting with the Pb ion, thus including only
molecules for which the Pb–O solvation radius is lower than
4.0 Å and we considered only the first 12 excited states. These
spectra were used to calculate a single time averaged spectrum (see Figure ), which was then
compared with the experimental UV–vis spectrum of PbI2 in GBL.
Figure 6
Comparison of the experimental (red) and time-averaged calculated
(black) absorption spectrum of PbI2 in GBL. The intensity
of the calculated spectrum was scaled to match that of the experimental
one at the absorption maximum.
Comparison of the experimental (red) and time-averaged calculated
(black) absorption spectrum of PbI2 in GBL. The intensity
of the calculated spectrum was scaled to match that of the experimental
one at the absorption maximum.The agreement between the theoretical and experimental absorption
spectra is eye-catching: the main experimental peak at 327 nm is adequately
described by the time averaged spectrum, confirming the overall accuracy
of the approach. Combining the information on the coordination obtained
from AIMD and the evaluation of absorption spectra of PbI2(GBL) complexes, we can conclude that
this absorption refers to the PbI2 species surrounded on
average by three GBL molecules. The theoretical spectrum also features
another band around 350 nm, which is mostly due to less intense coordination
of PbI2 by GBL molecules, i.e., average longer Pb–O
bond lengths. Interestingly, from the experimental spectrum we can
notice a small absorption shoulder at 367 nm, that was assigned to
the PbI3– species both in GBL and in
other solvents.[15,18,31−33] This feature is not detected from our calculation,
since at present we are not considering other iodoplumbates than PbI2.It is finally interesting to make a comparison with
the optical
properties of the analogue PbI2(solv) complexes in DMSO and DMF (optimized structures reported in Figures S4 and S5, Supporting Information, respectively).
In the case of the PbI2(DMSO)5 complex, we were
not able to reach an energy minimum for the eq configuration, so that
only the ax one is shown. As reported previously,[18] the formation energies of iodoplumbates in GBL are always
lower than those in DMF and DMSO, confirming the lower coordinative
power of GBL that, as already said, reflects on the simulated spectra.
In this paper, thanks to AIMD simulations, we found new stable structures
for the PbI2(GBL) complexes
compared to those evaluated in our previous paper,[18] but this is not affecting the general coordination trend.
In particular, taking into account common solvents employed in the
perovskites synthesis, such as DMSO, DMF, GBL and ACN, we found that
the coordination ability to PbI2 is in the order DMSO >
DMF > GBL > ACN, in agreement also with experimental findings.[34,35] The overall absorption spectra for the considered PbI2(solv) complexes in GBL, DMSO, and DMF
solvents are reported in Figure S6, Supporting
Information. In the DMF case, we can see the same trend encountered
for the GBL spectra, moving from the less to the most coordinated
complex, through both the ax and the eq series (see also Table S1, Supporting Information). However, as
expected due to the higher coordinative power of DMF, the spectra
are always blue-shifted compared to the case of GBL. In the case of
DMSO, we find a similar situation to that of DMF. Interestingly, in
this case there are some notable exceptions, represented by the spectrum
of PbI2(DMSO)4-ax and PbI2 (DMSO)2-eq. This could be related to some particular interactions
between the PbI2 and the DMSO molecules, which are not
considered here.First-principles simulations were carried out
on a PbI2 model solvated in a common organic solvent used
in the perovskite
synthesis. Combining UV–vis spectroscopy and fine-tuned methodology
developed in this work, we were able to characterize the local coordination
of the PbI2 with GBL solvent. We found that PbI2 is coordinated on average by three GBL molecules, that are able
to anchor through pincher-type interaction, i.e., involving both the
carbonyl and the alkoxy oxygen atoms. However, these interactions
are weaker than those established by higher coordinative solvents,
such as DMSO or DMF, with direct consequences on many aspects, such
as the solubility of precursors and solvent evaporation rate, that
in turn influence the way perovskite grows, the morphology and the
type of defects that will be found in the final material. The strength
of the interactions plays a key role also on the description of the
optical properties of these solutions. We found that simulated absorption
spectra of PbI2(GBL), for
a certain n number, are usually red-shifted with
respect to their analogues in DMSO or DMF. Moreover, the wavelength
of the first absorption maximum for each complex correlates quite
well with bond lengths and coordination number. The excellent matching
between the simulated absorption spectra and the experimental data
confirms the reliability of our method for the study of diluted perovskite
precursors solutions.
Computational Details
AIMD simulations
were carried out with the CP2K program,[36] employing a DZVP basis sets, PBE functional,[37] Goedecker–Teter–Hutter (GTH) pseudopotentials,[38,39] Grimme van der Waals (vdW) correction (DFT-D3),[40] and Cutoff = 550 Ry, Rel_Cutoff = 70 Ry. The time step
of the integration of the dynamic equations was set to 0.5 fs. The
VMD software[41] was used to analyze changes
in the solvent coordination sphere that occur during the dynamics.
The molecular and electronic structure calculations on static complexes
were performed with DFT using the Gaussian 09 software package,[42] using the LANL2DZ basis sets for heavy Pb and
also for I atoms together with the LANL2 pseudopotentials for the
core electrons, while for light atoms (C, H, N, O, S) the 6-31G* basis
sets were employed. The ADF 2014.04 program package[43−45] has been used
for the TD-DFT calculations, together with Slater type TZP basis sets
for all the atoms (the cores 1s–2s, 1s–4p and 1s–4d
were kept frozen, respectively, for S, I, and Pb) and a ZORA Hamiltonian
to include SOC effects.[46,47] In both cases we recurred
to the B3LYP exchange–correlation functional.[48,49] The absorption spectra have been simulated by interpolating the
computed electronic transitions by Gaussian functions with a broadening
σ = 0.1 eV. Solvents considered in this work were simulated
both with implicit solvation models (polarizable continuum model,
PCM in Gaussian09,[50] and COSMO in ADF 2014.04[51]) and with explicit molecules, which are strictly
necessary to investigate the specific chemical interactions, which
are the main target of our study.
Experimental Details
UV–vis absorption spectrum was recorded with a double beam
spectrophotometer PerkinElmer Lambda 800, using quartz cuvettes with
two optical walls and an optical path of 1 cm.
Authors: Woon Seok Yang; Jun Hong Noh; Nam Joong Jeon; Young Chan Kim; Seungchan Ryu; Jangwon Seo; Sang Il Seok Journal: Science Date: 2015-05-21 Impact factor: 47.728
Authors: Nam Joong Jeon; Jun Hong Noh; Young Chan Kim; Woon Seok Yang; Seungchan Ryu; Sang Il Seok Journal: Nat Mater Date: 2014-07-06 Impact factor: 43.841