Sudeep Maheshwari1, Magnus B Fridriksson1, Sayan Seal2, Jörg Meyer2, Ferdinand C Grozema1. 1. Department of Chemical Engineering, Delft University of Technology, P.O. Box 5045, 2629 HZ Delft, The Netherlands. 2. Gorlaeus Laberatories, Leiden Institute of Chemistry, Leiden University, P.O. Box 9502, 2300 RA Leiden, The Netherlands.
Abstract
The rotational dynamics of an organic cation in hybrid halide perovskites is intricately linked to the phase transitions that are known to occur in these materials; however, the exact relation is not clear. We have performed detailed model studies on methylammonium lead iodide and formamidinium lead iodide to unravel the relation between rotational dynamics and phase behavior. We show that the occurrence of the phase transitions is due to a subtle interplay between dipole-dipole interactions between the organic cations, specific (hydrogen bonding) interactions between the organic cation and the lead iodide lattice, and deformation of the lead iodide lattice in reaction to the reduced rotational motion of the organic cations. This combination of factors results in phase transitions at specific temperatures, leading to the formation of large organized domains of dipoles. The latter can have significant effects on the electronic structure of these materials.
The rotational dynamics of an organic cation in hybrid halide perovskites is intricately linked to the phase transitions that are known to occur in these materials; however, the exact relation is not clear. We have performed detailed model studies on methylammonium lead iodide and formamidinium lead iodide to unravel the relation between rotational dynamics and phase behavior. We show that the occurrence of the phase transitions is due to a subtle interplay between dipole-dipole interactions between the organic cations, specific (hydrogen bonding) interactions between the organic cation and the lead iodide lattice, and deformation of the lead iodide lattice in reaction to the reduced rotational motion of the organic cations. This combination of factors results in phase transitions at specific temperatures, leading to the formation of large organized domains of dipoles. The latter can have significant effects on the electronic structure of these materials.
Hybrid halide perovskites are currently
among the most studied emerging solar cell materials, with reported
device efficiencies well over 20% within 10 years after the first
demonstration of a halideperovskite-based cell.[1−3] Hybrid halideperovskites consist of a general ABX3 structure, where
B is a doubly charged metal ion such as lead or tin and X is a halide
anion. A is a singly charged cation that in the case of hybrid perovskites
is an organic ammonium compound such as methylammonium (MA)
or formamidinium (FA). The metal and the halide ions together form
an inorganic octahedral lattice with cages that are filled by the
organic cations. The most common organic cation, methylammonium, has
an asymmetric charge distribution resulting in a net dipole moment.
At room temperature, the dipolar MA cation can rotate almost freely
inside the metalhalide lattice. This leads to a high dielectric screening
compared to halide perovskites with nondipolar cations such as Cs+.[4] It has also been proposed that
the dipolar nature of MA plays an important role in the optoelectronic
properties of hybrid halide perovskites, for instance through the
formation of ferroelectric domains that promote formation of free
charges on photoexcitation or through polaronic effects that enhance
the charge carrier lifetime.[5,6] The rotational freedom
of MA has been found to be highly dependent on temperature, and specific
phase transitions are known to occur. For instance, methylammoniumlead iodide (MAPI) has a cubic structure at temperatures above 330
K, in which the MA can rotate freely. Between 170 and 330 K a tetragonal
phase is formed, in which the rotational motion is somewhat restricted.
At temperatures below 170 K an orthorhombic phase is present where
the rotational motion is fully absent.[7] In previous experimental work we have shown that the rotational
freedom of the organic cation has a direct effect on the mobility
and recombination kinetics of charges in MAPI.[8] Therefore, the rotational dynamics of organic cations in hybrid
perovskites has received considerable attention, both experimentally
and theoretically.[9−12] However, the relation to the phase behavior and its effect on the
optoelectronic properties of hybrid halide perovskites are not fully
understood.Most of the previous work has focused on the rotation
of the MA ion in MAPI as this is the most investigated of the hybrid
perovskites in solar cells. Experimentally, this includes solid-state
NMR measurements,[9] single crystal X-ray
measurements,[13] Raman spectroscopy,[13] and quasi-elastic neutron scattering.[10] Theoretically, Monte Carlo simulations have
been performed[5,14] as well as density functional
theory studies[15,16] and both ab initio molecular dynamics[17−19] and model potential molecular dynamics.[12,20,21] Most of these studies agree that
at high temperatures the MA ion rotates freely without forming any
ferroelectric or antiferroelectric domains, while below a certain
phase transition temperature an orthorhombic phase is formed where
the dipole rotation is frozen. The cause and effect relationship between
the dipole dynamics and the phase transition is not fully understood.
While most argue that the transfer to orthorhombic phase is the source
of the restricted motion of the MA ions, some have suggested that
the deformation of the lead iodide cage is caused by formation of
ordered domains of dipoles at low temperatures.[15]For formamidinium lead halide perovskites (FAPI)
there is a lot less information. The FA cation is larger than MA,
which may restrict its rotational motion by steric interactions. It
also has an almost negligible dipole moment, and it contains two nitrogen
positions including hydrogens that can form hydrogen bonds with the
lead iodide cage. FAPI exhibits a high-temperature cubic perovskite
structure[22] and a low-temperature structure
with octahedral tilting.[23] Carignano et
al. have performed ab initio molecular dynamics simulations
on FAPI and reported that at high temperatures there are preferential
alignments of the FA ion due to hydrogen bonds with the cage.[24] They also concluded that FA rotates preferentially
around the N–N axis, which has later been supported by other
studies.[23,24] Weber et al. reported that FA shows a certain
ordering at low temperature where they align perpendicular with respect
to their nearest neighbor due to the angle tilt of the cage.[25]The time scale of the reorientation of
the organic cation has been studied both theoretically and experimentally
for both MAPI and FAPI with varying conclusions.[26] Experimentally, methods such as neutron scattering experiments,
two-dimension infrared spectroscopy, and solid-state NMR have been
employed, giving time scales of reorientation for MA ranging from
1.7 to 108 ps at room temperature[5,9,11,23,26−29] and 2.8 to 8.7 ps for FA under the same conditions.[23,26,29,30] A few papers have studied both MAPI and FAPI and therefore given
a direct comparison of the time scales. Fabini et al. found time scales
of similar magnitude for MA and FA, 7 and 8 ps, respectively.[23] Kubicki et al., on the other hand, found FA
to reorient much faster than MA, 8.7 and 108 ps, respectively.[29] Theoretically molecular dynamics simulations
have also been performed to investigate the motion of the organic
cation, either by ab initio dynamics or by using
classical force fields. From such simulations a reorientation time
of ∼7 ps has been obtained for MA at room temperature[17,19,21] and values of 4.3 ps[24] and 8.8 ps[25] for
FA under the same conditions.In this article we have studied
the relation between the reorientation dynamics of MA and FA in MAPI
and FAPI and their phase transition behavior. Apart from just performing
full molecular dynamics simulations, we have also performed a series
of model calculations to clarify the role of specific interactions
in the system. These model calculations include on-lattice Metropolis
Monte Carlo simulations to study domain formation in a system with
only dipole–dipole interactions and molecular dynamics simulations
with a frozen cage. Together, these calculations give a new picture
of the origin of the structural phase transitions in hybrid perovskites,
which shows that they are caused by an interplay between dipole–dipole
interactions, specific (hydrogen bonding) interaction between the
organic cation, and the inorganic cage and deformation of the metalhalide cage.
Methods
Molecular Dynamics
The molecular dynamics (MD) simulations were performed on a supercell
of 10 × 10 × 10 unit cells with periodic boundary conditions
for MAPI and FAPI. The system size was chosen to access better statistics
and independence of motion of dipoles in different parts of the system.
The initial configuration was selected as cubic for both MAPI and
FAPI with a lattice constant of 6.21 Å for MAPI and 6.36 Å
for FAPI as observed experimentally at higher temperatures for both
of these materials.[5,22] The force field for the interatomic
potentials was adopted from the work of Mattoni et al.[12] The interactions in the force field are defined
in the form of three components: (i) inorganic–inorganic (Uii), (ii) inorganic–organic (Uio), and (iii) organic–organic (Uoo) interactions. The Uii and Uio are nonbonded interactions
which are defined in terms of Buckhingam and Lennard-Jones parameters
that take into account electrostatic and van der Waals interactions,
respectively. Uoo interactions are defined
as bonded interactions with parameters for bond stretching, angle
bending, and dihedral rotations for the organic cations. We obtained
these parameters from the CHARMM force field using the SwissParam
tool.[31−34] MD simulations were performed using the LAMMPS molecular dynamics
simulation package.[35] The equations of
motion were evaluated by using time step of 1 fs and a cutoff of 17
Å for Lennard-Jones interactions and 18 Å for the Coulombic
interactions. Simulations were performed in a sequence of three steps
in which first step was annealing of the system with an initial configuration
of ordered orientations of MA/FA molecules. The annealing was performed
from a higher temperature to the temperature required for the system
over 3 ns. The second step was the equilibration of the system at
the required temperature until the energy of system comes to an equilibrium.
The third step was the production run from which a trajectory file
covering 100 ps was obtained. The rotational dynamics of the organic
cations in MAPI and FAPI was analyzed by examining the rotation-autocorrelation
function, C(t), as defined in eq in terms of the dipole
vectors μ of the MA and FA cations.
For MA this vector coincides with the C–N axis, while for FA
it is along the C–H bond.This autocorrelation function gives a measure of how fast the orientations
of the organic cations change with time. By definition, C(t = 0) = 1 and decays to zero on average once the
direction of the dipole has become completely random.
Monte Carlo
The Metropolis Monte Carlo (MC) simulations were performed on a
system consisting of 20 × 20 × 20 dipoles on a fixed grid
with periodic boundary conditions. A cubic structure is assumed for
all temperatures with a lattice constant of 6.29 Å. The only
energy considered in the simulation is the (electrostatic) dipole–dipole
interaction given by eq . In this equation, p and p are the dipole moment vectors for both dipoles considered, r is the distance between the dipoles, and n̂ is a unitary directional vector between the two dipoles. The permittivity
of a vacuum is assumed, ignoring any dielectric screening. This will
lead to some overestimation of dipole–dipole interaction compared
to physical systems. Only interactions between dipoles that are within
three lattice distances of one another are considered. This is a reasonable
assumption since the interaction energy is inversely proportional
to the third power of the distance. The simulations were performed
for both MA and FA dipoles at temperatures ranging from 100 to 350
K with a 10 K interval.
Domain Detection
The domain detection aims to quantify how ordered or disordered the
organic cations are at various temperatures in the MC and MD simulations
based on dipole–dipole interaction. It does so by ordering
all the dipoles in a simulation snapshot on a fixed grid and choosing
a random dipole in the system. This dipole is the first dipole in
the first domain. Next we evaluate which, if any, of the six closest
neighbors of the dipole belong in the same domain. This is done by
comparing the orientations of those dipoles with the orientations
that would minimize the dipole–dipole interaction energy between
each of them and our first dipole. If their orientation is close enough
to this minimum-energy alignment, they are added to the domain. The
domain is then allowed to grow by evaluating the neighbors of the
dipoles that were added to the domain. When all appropriate dipoles
have been added to the domain, the process is repeated considering
all the dipoles in the system that have not been assigned to a domain.
Finally, when all the dipoles have been assigned to a domain, the
average domain size is calculated. A large average domain size will
then represent a more ordered system than a small one.
Results
and Discussion
Molecular dynamics and Monte Carlo simulations
were performed for both MAPI and FAPI, and we have subdivided the
discussion in two parts. First we discuss the dipole dynamics and
phase transitions in MAPI, after which we turn to FAPI. The results
in both materials are compared and some general conclusions are presented
after these sections.
Methylammonium Lead Iodide (MAPI)
From the molecular dynamics simulation of MAPI, a trajectory of 100
ps is obtained after equilibration of the system. The rotation-autocorrelation
function over these 100 ps, averaged over the 1000 MA dipoles in the
system, is shown in Figure a for temperatures between 100 and 350 K. The rotation-autocorrelation
plots show the randomization of the direction of the dipole moments
with time.
Figure 1
(a) Rotation autocorrelation of the dipole direction averaged
over 1000 dipoles for MA cations in a flexible lead iodide cage at
temperatures ranging from 100 to 350 K. (b) Rotation autocorrelation
of the dipole direction averaged over 1000 dipoles for MA cations
in a frozen lead iodide cage at temperatures ranging from 100 to 350
K.
(a) Rotation autocorrelation of the dipole direction averaged
over 1000 dipoles for MA cations in a flexible lead iodide cage at
temperatures ranging from 100 to 350 K. (b) Rotation autocorrelation
of the dipole direction averaged over 1000 dipoles for MA cations
in a frozen lead iodide cage at temperatures ranging from 100 to 350
K.At lower temperatures (100–250 K) the autocorrelation
plots show a different trend than those at higher temperature. After
an initial rapid decay, an almost constant value is obtained, indicating
that no full randomization of the dipole direction occurs on the time
scale of the simulations. The rapid initial decay corresponds to a
wobbling-like motion where the dipolar molecule can move around in
a cone but does not have enough rotational freedom for complete reorientation.
The more pronounced initial decay at 150 and 200 K, as compared to
that at 100 K, indicates that the cone in which movement takes place
widens with temperature. To quantify the time scale of dipole relaxation
times, the autocorrelation curves were fitted with a biexponential
function given in eq . A1 and A2 are the amplitudes of the two decay components characterized by
the decay times τ1 and τ2. The two
time constants can relate to different processes, e.g., the in-place
wobbling motion and the full reorientation mentioned in the introduction.
The parameters from fitting eq are summarized in Table .At temperatures
of 250 K and lower, two very distinct time scales are found from the
biexponential fit: a fast one that is typically on the order of 2.5
ps and a very slow one that exceeds the time scale of the simulations.
The fast initial decay corresponds to the in-place wobbling of the
MA dipole, while the long-time decay corresponds to the full reorientation.
The long-time decay constant of 450 ps and longer for these temperature
indicates that the dipole orientation is virtually fixed on the time
scale considered. Above 250 K the rotation-autocorrelation curves
completely decay to zero within ≈5 ps. This indicates that
at this temperature range MA dipoles have full rotational freedom
and behave almost liquid-like. At these temperatures the decay of
the autocorrelation can be described with a single-exponential function
with characteristic time constants of 0.5–2.0 ps. It is interesting
to note that at these temperatures no distinction can be made between
the wobbling motion and full reorientation. If the 300 K time constant
is compared with previous experimental and theoretical work, the full
reorientation is slightly faster than in most cases but is still of
the same order of magnitude.[26] These slight
difference can be caused by shortcomings of the MD force field to
describe the exact temperature behavior of the structure. The observed
changes in rotational dynamics with temperature agree with experimentally
observed phase dynamics and with earlier molecular dynamics simulation.[9,27,36]
Table 1
Rotation-Autocorrelation
Decay Time Constants for MA (in picoseconds) Obtained after Fitting
the Decay Curves in Figure by Using Eq a
flexible cage
frozen cage
T (K)
τ1 (ps) (A1)
τ2 (ps) (A2)
τ1 (ps) (A1)
τ2 (ps) (A2)
100
0.12 (0.03)
>1000 (0.97)
0.42 (0.23)
38.75 (0.77)
150
2.26 (0.10)
>1000 (0.90)
1.23 (0.35)
9.54 (0.65)
200
2.62 (0.25)
739.27 (0.75)
0.27 (0.30)
3.10 (0.70)
250
2.52 (0.78)
455.57 (0.22)
1.03 (1.00)
300
0.46 (0.25)
2.00 (0.75)
0.63 (1.00)
350
1.01 (1.00)
0.43 (1.00)
τ1 corresponds
to the faster decay time, whereas τ2 corresponds
to the slower decay time constant.
τ1 corresponds
to the faster decay time, whereas τ2 corresponds
to the slower decay time constant.While the molecular dynamics simulations successfully
describe the phase behavior in MAPI, at least qualitatively, the details
of the relation between the dynamics of the MA cations and the phase
transition are not fully clear. We have identified three possible
effects that can play a role in this. The first is the deformation
of the Pb–I cages. The reduced rotation of MA at low temperatures
can be caused by the deformation of the cages, or the reduced dipole
rotation causes the deformation itself. The second effect is the interaction
between the different MA cations in the system, which can lead to
ordered domains with restricted rotational dynamics at low temperature.
Finally, the third effect is related to specific interactions between
the MA cation and the Pb–I cage structure, for instance, hydrogen
bonds between the ammonium and iodide ions. To clarify the importance
of these three effects, we have performed a series of model simulations
that are outlined below.
Effect of Cage Deformation
To establish
the importance of the deformation of the Pb–I framework on
the rotational dynamics of the MA ions, we have performed model calculations
in which the positions of Pb and I are frozen in the initial cubic
conformation. In this way we can obtain insight into the motion of
the organic cations in the presence of specific interactions with
the Pb–I cage and interactions with different organic cations,
but in the absence of deformation of the cage. As evident from Figure b and Table , the rotation-autocorrelation
function decreases faster than for a flexible cage. The decay time
of the autocorrelation function decreases uniformly as the temperature
is increased from 100 to 350 K. No sudden change is observed in the
rotation time at 200 K for the frozen cage. This shows that the rotational
motion of the organic cation is highly influenced by deformation of
the Pb–I framework, especially at low temperatures.
Effect
of Dipole–Dipole Interactions
The second specific
interaction we look at is dipole–dipole interactions between
the MA ions. To investigate to what extent these interactions affect
the alignment of MA, we have performed MC simulations at various temperatures.
In these simulations only the dipole–dipole interaction energy
is taken into account. Therefore, any formation of organized domains
observed is solely due to these electrostatic interactions between
MA ions and not because of cage deformation or, for instance, hydrogen
bonding with iodide. A convenient way to quantify the alignment of
the MA dipolar ions with respect to each other is to look at snapshots
of the simulations and divide all the ions into domains based on close
range dipole–dipole interactions. A large domain then represents
a certain long-range ordering of dipoles. In Figure a the average domain size in the MC simulations
is plotted versus the temperature. As these systems only depend on
the dipole–dipole interaction energy, lowering the temperature
forces the dipoles to align more optimally with the other dipoles
and especially their closest neighbors. This results in an exponential
increase of average domain size as the temperature approaches 100
K, while at higher temperatures the systems is rather disordered as
indicated by the smaller average domain size. This can be interpreted
as a phase transition of sorts; at the temperature where kBT becomes comparable to the dipole–dipole
interaction energy the ions align together due to their interactions
with one another.
Figure 2
Average domain size vs temperature for methylammonium
dipoles simulated with (a) Monte Carlo only considering dipole–dipole
interaction, (b) molecular dynamics with frozen lead iodide cage,
and (c) molecular dynamics with flexible lead iodide cage.
Average domain size vs temperature for methylammoniumdipoles simulated with (a) Monte Carlo only considering dipole–dipole
interaction, (b) molecular dynamics with frozen lead iodide cage,
and (c) molecular dynamics with flexible lead iodide cage.Figure b shows the same domain detection analysis on the MA ions
in the MD simulations with a frozen cage. By comparing this to the
simulations that only consider dipole–dipole interaction, we
gain insight into the relative importance of the dipole–dipole
interactions when specific interactions with the Pb–I cage
are also taken into account. The frozen cage MD simulations show a
similar trend in domain growth as the MC simulations. The increase
in average domain size is, however, a lot smaller in this temperature
range. This shows that with a surrounding cage the MA ions are still
affected by interaction with one another at low temperatures. However,
the effect is less pronounced because specific interactions between
the MA and the cage also play a role here.To complete the comparison,
we show the average size of domains of MA ions in the flexible cage
MD simulations as a function of temperature in Figure c. These systems show a different behavior
compared to the other two. First of all, the increase of the average
domain size occurs at higher temperatures. Between 250 and 200 K there
is an abrupt increase in the average domain size, whereas for the
other systems a notable increase was not seen until at roughly 150
K. Furthermore, the nature of the increase is different compared to
the MC system. In the case of the flexible MD simulations we do not
observe a gradual exponential increase but instead an abrupt linear
increase that seems to start saturating at the lowest simulated temperature.
These differences are comparable to the difference we saw between
rotation-autocorrelation plots for the flexible- and frozen-cage MD
simulations. In the autocorrelation decays, an abrupt step was seen
between 200 and 250 K for flexible Pb–I cages, resulting in
less reorientation of the methylammonium ions at the lower temperature.
This was not seen in the case of the frozen cage.
Effect of Specific
Interactions between MA and Cage
Having investigated the effect
of cage movement and dipole–dipole interaction, the final step
is to understand the role of specific interactions between the lead
iodide cage and MA ion. To achieve this, we have analyzed the MD simulations
above in more detail, paying specific attention to the directions
of the MA ions in a single system with respect to the lead iodide
cage. This is done by plotting scatter plots with all MA directions
obtained from a single simulation snapshot. Each point is then the
direction of a single ion represented in its azimuthal and polar angles.
We do this to observe whether certain ion directions within the cage
become more prominent than others as the temperature is changed. Two
different colors are used for the points to evaluate whether there
is a difference between the neighboring layers in the system. Odd
number layers are portrayed by blue points, and even number layers
are indicated in red. In these figures, the stars represent the directions
that correspond to an MA ion pointing directly toward an iodine molecule
in a cubic cage. These plots are shown in Figure for both MD simulations with flexible and
frozen cage at 100, 200, and 350 K. Similar figures were made for
the other simulated temperatures and for the dipole–dipole
MC simulations; these figures can be found in the Supporting Information. For the MC simulations there is no
preferred MA orientation visible at any temperature. This is not surprising
as there is no cage to affect the orientation of the MA ions. So even
though the MA ions start to align favorably with one another at low
temperatures and form domains, they do not necessarily align all in
the same direction. A similar trend has been seen before in a two-dimensional
Monte Carlo study, where very low temperatures where needed to align
all the MA ions in a certain way.[14]
Figure 3
Orientations of all methylammonium dipoles
in a single molecular dynamics system given in their polar and azimuthal
angle: (a–c) frozen cage at 100, 200, and 350 K and (d–f)
flexible cage at 100, 200, and 350 K. The stars in the figures represent
the orientations where the dipole is oriented directly toward an iodine.
Orientations of all methylammonium dipoles
in a single molecular dynamics system given in their polar and azimuthal
angle: (a–c) frozen cage at 100, 200, and 350 K and (d–f)
flexible cage at 100, 200, and 350 K. The stars in the figures represent
the orientations where the dipole is oriented directly toward an iodine.Figures a–c
show the directional ordering for the frozen-cage MD simulations at
100, 200, and 350 K. At 350 K the alignment of the ions is random
over the spherical surface; the reason for higher density at central
polar angles is that this is a spherical surface projected on a rectangular
graph. As the temperature is lowered to 200 K a structure emerges,
with some orientations becoming more prominent than others. At 100
K this is even stronger. Surprisingly, the most common orientations
are not directed toward iodines, as one would expect if the MA forms
hydrogen bonds with the iodine. Furthermore, no difference is seen
between different layers in these simulations.Figures d–f represent the flexible
cage MD simulations at 100, 200, and 350 K. Again the alignment is
random at 350 K, and a more organized structure is formed when the
temperature is lowered. In this case, however, the effect is much
more pronounced with the ions aligning all in the same plane at the
lowest temperature and each adjacent layer aligning antiparallel to
its neighbor. Within each layer there are two main orientations, both
where one would assume a hydrogen bond is formed. This is in agreement
with previous ab initio and model potential molecular
dynamics studies were same alignment was seen and attributed to the
low temperature orthorhombic phase.[12,14]To get
some insight into the dynamics of the specific interaction, we have
analyzed the time scale on which the hydrogen bonds are broken. In
this case we consider a hydrogen bond to occur when the distance between
a hydrogen and an iodine is <3 Å. These hydrogen bond lifetimes
are shown in Figure b as a function of temperature. It is clear from this figure that
the time that hydrogen bonds exist in MA is very short, except at
100 K where a lifetime over 10 ps is obtained. This is consistent
with the large degree of rotational freedom discussed above; even
if the general direction is frozen, the wobbling motion still allows
a considerable freedom for the MA to move around.
Figure 4
(a) Hydrogen bonds formed in MAPI and
FAPI between the hydrogens of amine group and iodide atoms of the
cage. (b) Hydrogen bond lifetime in picoseconds averaged for the hydrogen
bonds formed for MAPI and FAPI.
(a) Hydrogen bonds formed in MAPI and
FAPI between the hydrogens of amine group and iodide atoms of the
cage. (b) Hydrogen bond lifetime in picoseconds averaged for the hydrogen
bonds formed for MAPI and FAPI.
Formamidinium
Lead Iodide (FAPI)
In a similar way as for MAPI, full molecular
dynamics simulations were performed for FAPI. A trajectory of the
FA cations is obtained over 100 ps after equilibration of the system.
The rotation-autocorrelation function averaged over the 1000 FA dipoles
is shown as a function of time in Figure a. The simulations were performed at temperatures
starting from 100 to 350 K in steps of 50 K. The trends observed for
FAPI exhibit substantial differences compared to those presented above
for MAPI. The decay of the autocorrelation function shows a more gradual
variation with temperature, indicating that in the same temperature
range no strong phase transitions are observed. At 300 and 350 K the
rotation time for FA is larger than for MA, as can be seen in Table . This contradicts
some of the previous experimental and theoretical work where the rotation
time for FA was of similar magnitude or smaller than for MA.[23,29,30] However, the rotation time at
350 K is already a lot faster, implying that these differences could
be a result of shortcomings in the force field, as already mentioned
above. To unravel the different contributions to the observed rotational
dynamics of FA in FAPI, we have performed the same model calculations
as for MAPI, as described below.
Figure 5
(a) Rotation autocorrelation of the dipole direction averaged over
1000 dipoles for FA cations in a flexible lead iodide cage at temperatures
ranging from 100 to 350 K. (b) Rotation autocorrelation of the dipole
direction averaged over 1000 dipoles for FA cations in a frozen lead
iodide cage at temperatures ranging from 100 to 350 K.
Table 2
Rotation-Autocorrelation Decay Time
Constants for FA (in picoseconds) Obtained after Fitting the Decay
Curves in Figure by
Using Eq a
flexible cage
frozen cage
T (K)
τ1 (ps) (A1)
τ2 (ps) (A2)
τ1 (ps) (A1)
τ2 (ps) (A2)
100
0.05 (0.02)
>1000 (0.98)
0.05 (0.04)
>1000 (0.96)
150
7.14 (0.08)
>1000 (0.92)
0.04 (0.06)
271.73 (0.94)
200
5.24 (0.16)
510.27 (0.84)
0.23 (0.14)
45.12 (0.86)
250
5.21 (0.27)
195.40 (0.73)
0.45 (0.28)
14.21 (0.72)
300
3.41 (0.40)
52.63 (0.60)
0.31 (0.41)
6.60 (0.59)
350
0.77 (0.34)
3.62 (0.66)
0.27 (0.54)
2.89 (0.46)
τ1 corresponds to the faster decay time, whereas τ2 corresponds to the slower decay time constant.
(a) Rotation autocorrelation of the dipole direction averaged over
1000 dipoles for FA cations in a flexible lead iodide cage at temperatures
ranging from 100 to 350 K. (b) Rotation autocorrelation of the dipole
direction averaged over 1000 dipoles for FA cations in a frozen lead
iodide cage at temperatures ranging from 100 to 350 K.τ1 corresponds to the faster decay time, whereas τ2 corresponds to the slower decay time constant.The rotation-autocorrelation
function for the motion of FA in a fixed Pb–I cage structure
is shown as a function of time in Figure b. This figure and the rotation times in Table show that also for
the fixed cage a gradual decrease in the rotation times is observed
with increasing temperature. No abrupt changes due to phase transitions
are formed. Comparison with Figure a shows that cage deformation leads to an overall slower
dynamics, as was also the case for MAPI; however, the effect is not
as pronounced as for MAPI. Nevertheless, these simulations show that
the deformation of the Pb–I cage also plays a significant role
in the rotation dynamics in FAPI.
Effect of Dipole–Dipole
Interactions
The effect of the dipole–dipole interactions
on the FA alignment in FAPI was again evaluated by comparing the size
of the ordered domains formed at various temperatures for the three
different simulation types, that is, MC simulations considering only
dipole–dipole interactions, molecular dynamics with a frozen
Pb–I cages, and fully flexible molecular dynamics simulations.
The average domain size for these three cases is plotted as a function
of temperature in Figure .
Figure 6
Average domain size vs temperature for formamidinium dipoles simulated
with (a) Monte Carlo only considering dipole–dipole interaction,
(b) molecular dynamics with frozen lead iodide cage, and (c) molecular
dynamics with flexible lead iodide cage.
Average domain size vs temperature for formamidinium dipoles simulated
with (a) Monte Carlo only considering dipole–dipole interaction,
(b) molecular dynamics with frozen lead iodide cage, and (c) molecular
dynamics with flexible lead iodide cage.In the case of the MC simulations where only dipole–dipole
interactions are considered the domain size is unaffected by the temperature
in the considered temperature range, implying that the dipole–dipole
interactions are not large enough to affect the ion alignments. This
is due to the much smaller dipole moment of the FA ion compared to
the MA ion. This results in dipole–dipole interactions that
are much smaller than kBT at the temperatures considered, and hence the thermal energy is
high enough to prevent the formation of domains. This implies that
the phase transition in FAPI should not be affected by the dipole–dipole
interaction of FA ions.Interestingly, we observe an increase
in domain size with lower temperatures for both molecular dynamics
systems. This results in large domains at low temperatures, especially
in the case of the frozen cage. As we have excluded the possibility
of a dipole–dipole effect, it is likely that this happens due
to some interaction between the ion and the cage that causes certain
ion alignments to be more prominent than others.
Effect of Specific
Interactions between FA and Cage
To further investigate to
what extent the FA ions interact with the lead iodide cage, we again
look at scatter plots with all dipole directions of the FA ions in
a single system, for molecular dynamics simulations with both the
frozen and flexible cage. The obtained results at 100, 200, and 350
K can be observed in Figure .
Figure 7
Orientations of all formamidinium dipoles in a single molecular dynamics
system given in their polar and azimuthal angle: (a–c) frozen
cage at 100, 200, and 350 K and (d–f) flexible cage at 100,
200, and 350 K. The stars in the figures represent the orientations
where the dipole is oriented directly toward an iodine.
Orientations of all formamidinium dipoles in a single molecular dynamics
system given in their polar and azimuthal angle: (a–c) frozen
cage at 100, 200, and 350 K and (d–f) flexible cage at 100,
200, and 350 K. The stars in the figures represent the orientations
where the dipole is oriented directly toward an iodine.For both simulations we can already see that the
ion alignment is not completely random at high temperatures as there
is higher density at certain angles. In both cases these are angles
that lead to the dipole of the FA ion pointing in between two iodines.
This can be explained through hydrogen bonding between iodine and
the hydrogens on the nitrogen molecules. If the dipole points between
two iodines, the nitrogens can point toward the iodines, allowing
the hydrogen bonds to form. As the temperature is lowered, these alignments
become more prominent in both cases.This high degree of order
in the FA orientation at low temperatures explains why large domains
were observed for these systems above. If the ion alignments are restricted
to only few possible orientations, large domains will be obtained
even though the dipole–dipole interactions do not play any
role in the alignment. One major difference is visible between the
low-temperature simulations for the frozen and flexible cage. For
the flexible cage the FA ions align both in the azimuthal plane and
perpendicular to it. In the frozen cage simulations the ions however
only align in the azimuthal plane.To gain insight into the
time scale of the specific interaction, we have again analyzed the
hydrogen bond lifetimes as shown in Figure b. The lifetimes observed for FAPI at low
temperature are considerably longer than for MAPI. One may interpret
this as an indication of stronger hydrogen bonds; however, the lifetime
is affected by all the interactions in the system, including steric
hindrance that hampers the rotational motion of FA in the Pb–I
cage and the effect due to cage deformation.
Conclusions
It is clear from the simulations presented above that the phase
behavior and the rotational dynamics of the organic cation are intricately
linked for both MAPI and FAPI. For MAPI a very clear phase transition
is observed at which the MA cation becomes immobilized, and at the
same time the Pb–I lattice deforms. The phase transition is
accompanied by the formation of domains in which the MA dipoles arrange
in an ordered, energetically favorable structure. This domain formation
is already observed if only the dipole–dipole interactions
are taken into account, but the effect becomes much stronger if the
cations are embedded in the Pb–I lattice, especially when the
lattice is allowed to deform in reaction to the alignment. This points
to a mechanism where phase transitions are induced by mutual alignment
of the dipoles, by both interactions with neighboring dipole and specific
interactions between the MA cations and the Pb–I lattice. This
happens in a concerted way with the deformation of the Pb–I
lattice, which strengthens this effect and makes the transition from
freely rotating dipoles to ordered domains with fixed dipole directions
more abrupt at a certain temperature. This importance of the cage
flexibility on the MA dynamics is in good agreement with previous
experimental and theoretical work.[37,38]For
FAPI a very similar picture emerges; however, in this case the dipole–dipole
interactions in the nondipolar FA cation are negligible. Simulations
of the dipole dynamics in fixed, cubic Pb–I cage structures
show that specific interactions between FA and the Pb and I ions,
and between the quadrupolar FA ions, still lead to the formation of
ordered domains, even if the Pb–I lattice is not allowed to
deform. In the fully flexible MD simulations where full relaxation
of the lattice is possible, this effect is strengthened, and domain
formation is more abrupt at a certain temperature. As discussed above,
the formation of hydrogen-bond-like conformations plays an important
role in FAPI, which, combined with increased steric interactions,
leads to slower rotation dynamics of FA in FAPI.We conclude
that the phase transitions that occur in hybrid halide perovskites
are caused by a complex interplay between dipole–dipole interactions,
specific electrostatic and steric interactions between the organic
cations and the metalhalide lattice, and relaxation of the metalhalide cage structure. This leads to large organized domains of organic
cations, which can have important consequences for the electronic
structures of these materials.