Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

# Spatially resolved fluorescence of caesium lead halide perovskite supercrystals reveals quasi-atomic behavior of nanocrystals

## Abstract

We correlate spatially resolved fluorescence (-lifetime) measurements with X-ray nanodiffraction to reveal surface defects in supercrystals of self-assembled cesium lead halide perovskite nanocrystals and study their effect on the fluorescence properties. Upon comparison with density functional modeling, we show that a loss in structural coherence, an increasing atomic misalignment between adjacent nanocrystals, and growing compressive strain near the surface of the supercrystal are responsible for the observed fluorescence blueshift and decreased fluorescence lifetimes. Such surface defect-related optical properties extend the frequently assumed analogy between atoms and nanocrystals as so-called quasi-atoms. Our results emphasize the importance of minimizing strain during the self-assembly of perovskite nanocrystals into supercrystals for lighting application such as superfluorescent emitters.

## Introduction

Advances in the self-assembly of colloidal nanocrystals (NCs) from solution into three-dimensional arrays with long-range order have enabled the design of microscopic “supercrystals” that approach the structural precision of atomic single crystals1. The individual NCs, which are the building blocks of a supercrystal, are often regarded as “artificial atoms”, and hence analogies between atomic crystals and such supercrystals have been made2,3. NC supercrystals are susceptible to doping4, and they can exhibit exceptional mechanical properties5, quasicrystal formation2, enhanced electronic coupling6, and engineered phonon modes7. In view of the recent progress in exploiting the massive structural coherence in NC supercrystals to generate collective optoelectronic properties8,9,10, a critical question remains whether this artificial atom analogy can be extended towards the optical properties of NC supercrystals. Due to surface dangling bonds and surface reconstruction, even the purest and most carefully prepared atomic crystals are not structurally perfect11,12. For atomic crystals, such surface defects strongly affect the fluorescence spectra, lifetime, and quantum yield13,14,15,16,17. For supercrystals, this is much less understood.

In this work, we show that in close analogy to atomic crystals18,19, CsPbBr2Cl and CsPbBr3 NC supercrystals exhibit structural distortions near their surfaces which significantly alter their fluorescence properties. This finding is of high relevance for the application of these materials as tunable, bright emitters with superfluorescent behavior8,9,10. Superfluorescence is a key property for the design of spectrally ultra-pure laser sources20 or highly efficient light-harvesting systems21. Recent quantum chemical simulations have suggested that structural disorder in CsPbBr3 supercrystals and its effect on the thermal decoherence plays a pivotal role in the efficiency of the superfluorescence22. Previous structural investigations of ensembles of CsPbBr3 supercrystals by grazing-incidence small angle X-ray scattering (SAXS) indicated a primitive unit cell with slight tetragonal distortion23, and wide-angle X-ray scattering (WAXS) showed a high degree of structural coherence24. Electron microscopy of individual supercrystals revealed a frequent occurrence of local defects in the supercrystals, such as isolated NC vacancies25. Confocal fluorescence microscopy of individual CsPbBr3 supercrystals displayed spatial variations in the fluorescence peak wavelength and intensity, indicating that local structural inhomogeneities may substantially affect the fluorescence properties of the entire supercrystal26. Our approach is based on simultaneous WAXS and SAXS measurements with a nano-focused beam to probe the structural defects and crystallographic orientation of the supercrystal and the constituting NCs on a local level with dimensions of ~3 µm and 7–9 nm, respectively27,28,29. By correlation with diffraction-limited confocal fluorescence microscopy and modeling with density functional theory (DFT) we present proof that compressive strain, a loss of structural coherence and an increasing atomic misalignment between adjacent nanocrystals at the edges of CsPbBr2Cl NC supercrystals are responsible for a blueshifted emission and decrease of the fluorescence lifetimes.

## Results

We study self-assembled CsPbBr2Cl and CsPbBr3 NC supercrystals on glass substrates (see “Methods” for details on synthesis and self-assembly of NCs). Spatially resolved photoluminescence spectra of the NC supercrystals under 405 nm excitation in a confocal laser scanning microscope with a step size of 250 nm and 100 nm, respectively, are shown in Fig. 1. When approaching an edge of the supercrystal, we find a continuous blueshift of the emission peak wavelength. This blueshift is strongest for relatively small (few µm edge length) and highly faceted supercrystals, where it reaches up to 20 meV for CsPbBr2Cl. We observe the same blueshifting behavior for supercrystals composed of CsPbBr3 NCs, although to a lesser extent (up to 12 meV).

In Fig. 2, we display fluorescence lifetime images of self-assembled CsPbBr2Cl and CsPbBr3 supercrystals measured on glass substrates with a lateral resolution of 200 nm under 405 nm excitation. For both supercrystal compositions, we obtain good fits of the experimental time-resolved fluorescence by pixel-by-pixel monoexponential reconvolution using an instrument response function acquired on a clean glass coverslip (Supplementary Figs. 2, 3). In the case of supercrystals composed of CsPbBr2Cl NCs, we measure typical fluorescence lifetimes (τ) around 2.1 ns in the center which decrease by approximately 20% when scanning from the center of a supercrystal towards its edges. Supercrystals composed of CsPbBr3 NCs exhibit typical lifetime values around 1.5 ns in the center, which shorten by approximately 30% when approaching the edges. We note that this holds true only for freshly prepared NC supercrystals. After several days of exposure to air, the trend in the spatially resolved τ-values is reversed in that such aged supercrystals exhibit longer lifetimes at the edges. However, the overall blueshift of the fluorescence peak wavelength towards the edges is preserved.

To correlate the fluorescence data with the structure of the supercrystals, we carry out X-ray synchrotron measurements by SAXS and WAXS at PETRA III facility (Hamburg, Germany) (see Fig. 3a and “Methods” for details). Using a 400 × 400 nm2 X-ray beam, we perform a spatially resolved scan of a typical CsPbBr2Cl NC supercrystal on a Kapton substrate. While the results presented here are for one typical supercrystal, examples of more supercrystals are provided in the Supplementary information (Supplementary Note 7). First, all individual patterns are integrated to obtain the average structure. The averaged background-corrected WAXS and SAXS diffraction patterns are shown in Fig. 3b, c, correspondingly. The signal in the WAXS region contains three orders of Bragg peaks from the atomic lattice (Fig. 3b), and the SAXS region (shown enlarged in Fig. 3c) displays several orders of Bragg peak from the supercrystal. A real-space map of the scan based on the integrated SAXS intensity at q < 2 nm−1 is shown in Fig. 3d. The map represents a square area of high intensity corresponding to a single supercrystal. For comparison, we display a scanning electron micrograph of a similar supercrystal (see the inset in Fig. 3a and Supplementary Fig. 8) from which we determine an average NC diameter of 7.3 ± 0.4 nm and an interparticle distance of 2.5 ± 0.5 nm. For strongly faceted supercrystals, the NC diameter is rather uniform over the whole crystal. For less faceted supercrystals, occasional ensembles of smaller NCs are found in the vicinity of the edges. However, the spatial extent of such smaller NC populations is always limited to ~200 nm (see Supplementary Note 3).

The average diffraction pattern in the WAXS region (see Fig. 3b) contains four prominent Bragg peaks, originating from the atomic lattice (AL) of the NCs. Their radial positions at q = 10.93 nm−1, 15.44 nm−1, and 21.90 nm−1 (see Supplementary Fig. 10) can be attributed to a cubic AL. We note that although a cubic phase for CsPbBr2Cl has been reported30,31, the most stable phase at room temperature is expected to be orthorhombic. Due to the small NC size and the resulting broadening of the Bragg peaks, it is impossible to distinguish between these two very similar structures. Thus, we use a pseudocubic notation to index the WAXS peaks: 110 and 002 orthorhombic peaks correspond to 100AL pseudocubic peak, 112 and 200 – to 110AL, and 220, 004 – to 200AL peaks. The present peaks and their azimuthal positions indicate a primary orientation of the NCs along the [001]AL axis with respect to the incident beam. We find the unit cell parameter to be aAL = 0.575 ± 0.003 nm, which is in good agreement with previously reported values for CsPbBr2Cl32. From the peak broadening, we extract the NC size (d) and lattice distortion (g) using the Williamson–Hall method with d = 6.8 ± 0.1 nm and g = 2.3 ± 0.1% (see Supplementary Note 4). The obtained NC size is in good agreement with the scanning electron microscopy (SEM) results.

The SAXS pattern in Fig. 3c represents the typical 4-fold pattern of a simple cubic lattice oriented along the [001]SC axis with four visible orders of Bragg peaks that can be attributed to 100SC, 110SC, 200SC, and 210SC reflections of the supercrystal of NCs. We determine an average unit cell parameter of aSC = 9.9 ± 0.4 nm. Considering the NC size obtained by SEM, we obtain an interparticle distance of 2.6 ± 0.4 nm, which is in good agreement with the SEM result (2.5 ± 0.5 nm). All crystallographic axes of the NCs are aligned with the corresponding axes of the supercrystal (e.g. [100]AL||[100]SC and [010]AL||[010]SC), which is consistent with ref. 25.

Analyzing individual SAXS patterns from different locations on the supercrystal, we find substantial local deviations from the average structure (see Supplementary Fig. 12 for examples of single diffraction patterns). To illustrate this, from the Bragg peak positions, we extract the basis vectors a1 and a2, the angle γ between them, and the average azimuthal position φ, which are defined in Fig. 4a (see the “Methods” section for details). As depicted in Fig. 4b, the mean unit cell parameter is largest in the center of the supercrystal with 10.7 nm and smallest at the edges with 7.8 nm. Although both unit cell parameters a1 and a2 decrease at the edges (see Supplementary Fig. 16, for separate maps of a1 and a2 values), we observe that this lattice contraction is anisotropic. The ratio of the in-plane unit cell parameters a2/a1 differs from unity by ±20% in such a way that the NC spacing in the directions along the nearest supercrystal boundary is smaller than normal to it, as shown in Fig. 4c. We note that the mean value 〈a〉 = 9.4 ± 0.7 nm is slightly smaller than the unit cell parameters extracted from the average diffraction pattern. We attribute this to the low intensity of scattering from the supercrystal edges, which reduces their contribution to the average pattern. We do not observe a clear trend in the size of the SAXS Bragg peaks (see Supplementary Fig. 15, for the maps). The instrumental peak broadening, determined by the incident X-ray beam size is about 0.015 nm−1 (full width at half maximum, FWHM). The observed peak sizes are much larger and vary in the range from 0.05 nm−1 to 0.2 nm−1 and, as such, they depend mainly on the superlattice distortion. The characteristic length scale on which this distortion evolves is, most probably, smaller than the incident beam. Thus, the areas with different lattice parameters simultaneously illuminated by the incident beam lead to the peak broadening.

The angle γ between the [100]SC and [010]SC axes differs from its average value of 〈γ〉 = 90 ± 6° in a range of 76° to 105° over the whole supercrystal as shown in Fig. 4d. Specifically, we find γ > 90° close to the top and bottom corners of the supercrystal and γ < 90° close to the left and right corners. Thus, the angle pointing towards the corner of the supercrystal is always obtuse. We further calculate the azimuthal position φ of the mean line M between the [100]SC and [010]SC axes. This angle can be interpreted as the azimuthal orientation of the unit cell of the supercrystal. The orientation changes inhomogeneously throughout the superlattice in the range from 72° to 97° as shown in Fig. 4e. There is no obvious correlation between the lattice orientation and the spatial position within the sample. Overall, these results suggest that the supercrystal is simple cubic on average, but it exhibits substantial local monoclinic distortions.

We analyze the Bragg peaks in the WAXS region of individual diffraction patterns at different locations to study the angular orientation of the NCs inside the superlattice. From the WAXS Bragg peak analysis, we extract the average WAXS intensity 〈IAL〉 and the azimuthal position ψ of the [010]AL axis defined in Fig. 5a (see “Methods” section and Supplementary Note 6). In contrast to the intensity of the SAXS Bragg peaks, the WAXS intensity 〈IAL〉 decreases towards the edges, as shown in Fig. 5b, indicating an out-of-plane rotation of the NCs that shifts the Bragg peaks slightly out of the Ewald sphere28. We find that ψ changes in a wide range from 120° to 142° as shown in Fig. 5c. The map of ψ resembles that of the azimuthal orientation φ of the mean line M, shown in Fig. 4e. The 45° offset between the [010]AL axis and the mean line M indicates the alignment of the [110]AL axis with the mean line M between the [100]SC and [010]SC axes (see Supplementary Fig. 23).

From the azimuthal FWHMs of the WAXS Bragg peaks, we extract the angular disorder δψ of the individual nanocrystals at each spatial point by the Williamson–Hall method as shown in Fig. 5d (see “Methods” for details). The disorder is smallest in the center of a supercrystal (9.9°) and increases to a maximum of 24.0° at the edges. The mean value of the angular disorder is 〈δψ〉 = 16.1 ± 2.8°, which is consistent with previously observed values for similar superstructures25,27,28,29.

Despite the fact that the atomic lattice parameter aAL is constant within the error bars throughout the whole supercrystal (see Supplementary Fig. 20, for the map of aAL), we find a difference in the radial width of the Bragg peaks at different locations. By the Williamson–Hall method, we extract the lattice distortion gq (the ratio δaAL/aAL, where δaAL is the FWHM of the unit cell parameter distribution around the mean value aAL) at each spatial point (see “Methods” section for details). We find a clear trend of increasing atomic lattice distortion towards the edges of the supercrystal with a maximum of 2% at the edge, while it is about 1% at a distance 3 µm into the center, as shown in Fig. 6. The trend is even more evident for another supercrystal with particularly good signal-to-noise ratio of the WAXS intensity (see Supplementary Fig. 29).

To rationalize the experimental trend of increased fluorescence energies at the edges of the supercrystal as compared to its center, we carry out density functional modeling of the system. We consider three individual contributions in this regard. First, we recognize that the number of nearest neighbors at the surface of the supercrystal is lower than that in the center, leading to stronger exciton confinement and hence increased fluorescence energies at the edges. Indeed, our DFT calculations confirm this trend in Fig. 7a, which is consistent with the blueshift of the fluorescence spectra observed experimentally for the NCs at the edges. “Nearest neighbors” refers here to adjacent NCs with near-perfect orientational order, that is, a low value of δψ (Fig. 5d). A large orientational misalignment (δψ) is likely to have a similar effect on nearest-neighbor coupling as a reduced number of nearest neighbors. Second, we anticipate that the shorter interparticle spacing (Fig. 4b) should facilitate better electronic coupling between the nanocrystals at the edges and, therefore, a decrease in the optical gap at the edges is anticipated. While this expectation is confirmed computationally in Fig. 7b, we note that it is exactly opposite to what is observed experimentally in Fig. 1b, e (see Discussion section for details). Third, the supercrystal is compressed at the edges, as evident from Fig. 4b. While it is reasonable to assume that the compressive strain will mostly manifest in a denser packing of the soft oleylamine/oleic acid ligand sphere of the NCs, we also consider a partial compression of the hard-inorganic lattice-core. In Fig. 7c we calculate the effect of such compression on the HOMO–LUMO gap (Egap) of the NC. While axial stress applied to the CsCl-terminated surface of the CsPbBr2Cl particle results in a steady increase of the optical gap consistent with the experiment, similar stress on the CsBr-terminated surfaces of both particles are found to both increase or decrease Egap, depending on the magnitude of the applied stress.

Overall, our computational modeling suggests that the spectral blueshift of the fluorescence from the edges of the supercrystal can be caused mainly due to a reduced NC coordination number at the edges as well as the compressive atomic lattice strain in some cases, knowing that the third factor—the shorter interparticle distance—works in the opposite direction, facilitating electronic coupling between adjacent nanocrystals and decreasing the optical gap. However, since the experimentally measured spectral shift is seemingly a combination of all three effects discussed above, a fully quantitative prediction would require more detailed knowledge on their relative contributions as well as the relative orientation and positions of individual nanocrystals, which are currently not available.

## Discussion

When NCs are self-assembled into supercrystals from colloidal solution via slow drying, the increasing curvature and surface tension of the evaporating solvent invokes compressive strain on the supercrystal33,34. We hold such a strain responsible for the observed compression of the unit cell parameter by over 20% of the CsPbBr2Cl NC supercrystals in Fig. 4b. This compression is possible due to the softness of the oleylamine/oleic acid ligand shell of the NCs, enabling a large decrease of the interparticle distance by growing interdigitation of adjacent ligand spheres. We note that the compression occurs gradually over a length scale of many lattice planes (>1 µm), meaning that it is not a localized surface reconstruction as commonly observed in atomic crystals12. The accompanying loss in the angular correlation of the constituting NCs with the superlattice fits a scenario where strain in the supercrystal is partially relieved by forming local structural defects. The comparison of the average (Fig. 3c) vs. the local (Fig. 4) structure of the supercrystal shows that such distortions are indeed frequently present. We note that recent work on CsPbBr3 NC supercrystals reported perfect structural coherence exclusively in the out-of-plane direction24. Since our experiment is only sensitive to in-plane structural features, the findings here are not contradictive to that report.

Our results in Fig. 4c support the view of Kapuscinsky et al. that strain during the self-assembly is initially isotropic but later becomes increasingly anisotropic33. In a simple cubic supercrystal, the preferred direction for anisotropic structural changes to manifest is the 〈111〉SC, which will result in a shear deformation of the ligand spheres35. The expected structure of the supercrystal after this shear deformation is reasonably resembled by the local structure depicted in Fig. 4.

The compression in the supercrystals is not exclusively limited to the soft ligand sphere. With an interparticle distance of <1 nm close to the edges of a supercrystal, the space for the two ligand spheres of adjacent NCs is so constrained, that the inorganic cores of the NCs become compressed as well (Fig. 6). Strain in lead halide perovskite thin films plays an important role for their optoelectronic properties and application in photovoltaic devices36. Our fluorescence and fluorescence lifetime data in Figs. 1, 2 suggest that this is also the case for lead halide NC supercrystals. A comparison of Fig. 1 with Fig. 4b reveals a strong correlation between the gradual blueshift of the fluorescence peak wavelength and the progressive compression of the supercrystal. We suggest that the shift by up to 20 meV is the result of three, partially competing phenomena: (1) a loss in structural coherence as well as isoorientation of NCs (Fig. 5c, d), (2) a decrease of the interparticle distance (Fig. 4b), and (3) the distortion of the atomic lattices of the NCs (Fig. 6). Our DFT calculations in Fig. 7a suggest that the first effect should be associated with a significant blueshift of the fluorescence due to reduced coupling, consistent with a previous report about the importance of structural coherence for electric transport in supercrystals6. While the second effect can only lead to a redshift (Fig. 7b), the third effect is also shown to invoke a blueshift for specific facets or magnitudes of strain (Fig. 7c).

With reference to several studies on CsPbBr3 NCs which reported a redshifted fluorescence after assembly into supercrystals, we note that the resultant peak wavelength may further be affected by the concomitant changes in the dielectric environment, aging, miniband formation as well as cooperative emission8,9,37,38,39. However, most of these observations were made under markedly different conditions, such as low temperature, prolonged exposure to air, or self-assembly at the liquid/gas interface, which may be the reason that they are not a dominating factor in our study.

We note a previous report on the spatially resolved fluorescence of CsPb(I0.28Br0.72)3 NC supercrystals with a similar fluorescence blueshift between the center and the edge26. As a main conclusion, gradual release of I2 gas under intense laser illumination led to the blueshift since lead bromide perovskites exhibit a larger bandgap than the corresponding lead iodide perovskites. The authors argued that the I2 loss commenced from the edges towards the center, which would explain the spatial fluorescence variations. In CsPbBr2Cl however, this mechanism is not easily applicable since the reduction potential of Br is much lower than that of I. In line with this, CsPbBr3 NC supercrystals without a halide mixture show a similar blueshift, indicating that a change in the mixed halide composition is not required to observe the effects reported here.

The decrease of the fluorescence lifetime in Fig. 2 is also strongly correlated with the gradual compression of the supercrystal towards the edges. Moreover, many supercrystals exhibit particularly decreased lifetime values at the corners, which bears similarities with the anisotropic changes in the lattice spacings in Fig. 4c, highlighting again the correlation between structural and optical properties. We speculate that the increased atomic lattice distortion and loss of structural coherence near the edges of the supercrystals result in a reduced stability of the excited state of the emitting NCs. This view is supported by the decreased radiative lifetime values from these locations as well as previous reports on the fluorescence lifetime at grain boundaries of large organic-inorganic pervoskites40,41. In view of the currently pursued application of lead halide NC supercrystals as superfluorescent emitters8,10, this would imply that bright and coherent emission originates from the center of the supercrystals as long as they are freshly prepared. Conversely, for aged CsPbBr2Cl NC supercrystals, the lifetimes are longest at the edges, which points to an increased stability of the excited state, potentially due to the formation of a protective oxide shell42.

As an alternative explanation for the spatial differences in the fluorescence (-lifetime) in the supercrystals, we also consider a photon propagation effect, that is, multiple emission and (re-)absorption events, which become more likely with increasing thickness of the emitter material37. Therefore, reabsorption should occur predominantly in the center of the supercrystals but not at the edges. This effect results in an overall redshift of the fluorescence and an increase of the fluorescence lifetime, which would be in line with the observations in this work43,44. Moreover, we would expect the absolute fluorescence intensity per emitter to be lower for an area with frequent reabsorption events and the time-resolved fluorescence decay to be increasingly multiexponential due to the non-radiative losses and multi-step nature of the photon propagation effect. However, we find the fluorescence decay to be monoexponential (Supplementary Figs. 2c, 3c) and the fluorescence intensity to be highest in the center, from where it gradually decreases toward the edges (Supplementary Figs. 6b, 7b). This decrease extends over a much larger distance than the flattening of the edges which we occasionally observe on less facetted supercrystals (Supplementary Fig. 9c), such that the high fluorescence intensity in the center cannot be a mere thickness effect. We note that we would expect a negative correlation between the fluorescence intensity with its corresponding lifetime if reabsorption was dominant in the supercrystals, but we do not find such a correlation in our data (Supplementary Figs. 6f, 7f). In summary, given the relatively high fluorescence quantum yield of lead halide perovskite NCs, reabsorption is likely to partially contribute to the spatially varying optical properties of supercrystals thereof45, but our data is inconsistent with it as the dominant cause.

In conclusion, supercrystals of lead halide perovskite NCs self-assembled from solution exhibit a loss in structural coherence, an increasing atomic misalignment between adjacent NCs, and compressive strain near their surfaces. These structural distortions are strongly correlated with a blueshifted fluorescence and decreased radiative lifetimes. We note that structural distortion and surface defects have been shown to strongly affect the fluorescence properties in atomic crystals, such as transition metal dichalcogenides13,14,15,16,17. The structure-fluorescence correlations in supercrystals revealed here are thus another example for the analogy between atoms and NCs as so-called quasi-atoms.

## Methods

### Chemicals

1-Octadecene (ODE), technical grade, 90%, Sigma Aldrich; Oleic acid (OA), 97%, Acros Organics; Oleylamine (OAm), 80–90%, Acros Organics; Cesium carbonate (Cs2CO3), 99.99% (trace metal basis), Acros Organics; Lead(II)chloride (PbCl2), 99.999% (trace metal basis), Sigma Aldrich; Lead(II)bromide (PbBr2), ≥98%, Sigma Aldrich; Toluene, 99.8%, extra dry, AcroSeal, Acros; Tetrachloroethylene (TCE), ≥99%, Acros Organics; Kapton® polyimide membranes (125 μm thickness) were purchased from DuPont; Si/SiOx wafers (200 nm SiOx thickness) were purchased from Siegert Wafer GmbH. All chemicals were used as purchased.

### Preparation of Cs-oleate

203.5 mg Cs2CO3 (0.625 mmol) was loaded into a 25 mL three-neck flask along with 10 mL 1-octadecene and 0.625 mL oleic acid, dried for 1 h at 120 °C and then heated to 150 °C under nitrogen atmosphere until all Cs2CO3 reacted with oleic acid. The mixture was kept in a glovebox and heated to 110 °C before injection.

### Synthesis of CsPbX3 nanocrystals

CsPbX3 NCs were made by a hot-Injection synthesis using a modified literature method46. To synthesize 9 nm CsPbBr3 or 7 nm CsPbBr2Cl NCs, 138 mg (0.38 mmol) PbBr2 or 92 mg (0.25 mmol) PbBr2 and 35 mg (0.125 mmol) PbCl2 were degassed in 10 mL ODE in a 25 mL three-neck flask under reduced pressure at 120 °C for 2 h. Then, 1 mL of dried oleylamine (OAm) and 0.5 mL of dried oleic acid (OA) were injected at 120 °C under nitrogen atmosphere with continuous stirring and the reaction mixture was heated to 160 °C. After the solubilization was completed, 0.8 mL of a previously prepared solution of Cs-oleate in ODE (0.125 M) was swiftly injected, and the reaction mixture was cooled to room temperature using an ice-bath.

### Isolation and purification of CsPbX3 nanocrystals

CsPbX3 NCs were collected by centrifuging the suspension (4650 g, 10 min), decanting the supernatant, and collecting the precipitate. The precipitate was centrifuged again without addition of a solvent (4650 g, 5 min), and the resulting supernatant was removed with a syringe, to separate the traces of residual supernatant. The precipitate was dissolved in 2 mL hexane and centrifuged again (590 g, 5 min) to remove aggregates and larger particles. The resulting supernatant was filtered through a 0.2 µm PTFE syringe filter and stored as stock solution inside of a glovebox with a typically concentration of 16 mM following Maes et al.47.

### Self-assembly of NC superlattices

For the growth of supercrystals, different substrates (Si wafer, Kapton, glass) were used, depending on the desired experiment. The self-assembly experiment was set up in a glass Petri dish (with a 60 mm diameter), for this purpose three substrates each were placed in such a Petri dish together with a PTFE-lid filled with 1 mL tetrachloroethylene. To each of these substrates, 40 µL of a 1–3 mM solution of the perovskites in TCE was added. The lid of the Petri dish was closed, covered with aluminum foil, and allowed to stand for 24 h. After that, the lid was opened and left for another 5 h to dry completely. All self-assembly preparations were performed under inert atmosphere. The more monodisperse the size distribution of the perovskites, the better the resulting superlattices

### Spatially resolved optical measurements

All spatially resolved optical measurements were performed using a home-built inverted confocal laser scanning microscope. The measurements were performed on glass substrates utilizing a high numerical aperture oil immersion objective (NA = 1.4) and a 405 nm pulsed diode laser (Picoquant LDH P-C-405) with variable repetition rates (Picoquant PDL 800-D laser driver) as the excitation source. Under these conditions the lateral resolution of the instrument is approximately 200 nm. A single photon avalanche diode (MPD PDM Series) was used in conjunction with the Picoquant HydraHarp 400 as a time-correlated single photon counting system to detect time-resolved fluorescence. Time-resolved data acquisition and analysis was performed using Picoquants SymPhoTime 64 software package. The spectral data was recorded using an Acton Spectra Pro 2300i spectrometer with a 300 grooves/mm grating. The detector temperature (Princeton PIXIS CCD) was kept steady at −45 °C.

### X-ray diffraction experiment

The nanodiffraction experiment was performed at the Coherence Applications beamline P10 of the PETRA III synchrotron source at DESY. An X-ray beam with the wavelength λ = 0.0898 nm (E = 13.8 keV) was focused down to a spot size of approximately 400 × 400 nm2 (FWHM) with a focal depth of about 0.5 mm at the GINIX nanodiffraction endstation48. The two-dimensional detector EIGER X 4 M (Dectris) with 2070 × 2167 pixels and a pixel size of 75 × 75 μm2 was positioned 412 mm downstream from the sample. The detector was aligned ~6 cm off-center in both directions normal to the incident beam to allow simultaneous detection of SAXS and WAXS. We performed a spatially resolved scan of the sample on a Kapton substrate by 25 × 25 spatial points with 500 nm step size and collected 625 diffraction patterns in transmission geometry. The exposure time was set to 0.5 s to prevent radiation damage of the sample. The background scattering pattern from a pure Kapton film was subtracted from every collected pattern.

### Bragg peak analysis

Each diffraction pattern was interpolated onto a polar coordinate grid with the origin at the direct beam position. The radial profiles were obtained by averaging along the azimuthal coordinate. To extract parameters of the WAXS and SAXS Bragg peaks separately, we fitted each of them by the 2D Gaussian function

$$I\left(q,\varphi \right)=\frac{{I}_{0}}{2\pi {\sigma }_{q}{\sigma }_{\varphi }}{{\exp }}\left[-\frac{{\left(q-{q}_{0}\right)}^{2}}{2{\sigma }_{q}^{2}}-\frac{{\left(\varphi -{\varphi }_{0}\right)}^{2}}{2{\sigma }_{\varphi }^{2}}\right],$$

where I0 is the integrated intensity, q0 and φ0 are the radial and azimuthal central positions, and σq and σφ are the corresponding root mean square (rms) values. The FWHMs of the Bragg peaks were evaluated according to relations: $${w}_{q}=2\sqrt{2{{{{{\rm{ln}}}}}}2}{\sigma }_{q}$$ and $${w}_{\varphi }=2\sqrt{2{{{{{\rm{ln}}}}}}2}{\sigma }_{\varphi }$$. The fitting was done in the appropriate region of the polar coordinates with a single isolated Bragg peak.

For the SAXS peaks, the parameters were pairwise averaged for the corresponding Friedel pairs of the Bragg peaks to improve statistics. The resulting momentum transfer values and angles were used to calculate the real-space parameters of the unit cell: the length of the basis vectors a1 and a2, the angle γ between them and the average azimuthal position φ counted counterclockwise from an arbitrary horizontal axis (see Supplementary Materials for details).

For the WAXS peaks, we calculated an average Bragg peak intensity IAL and the azimuthal position ψ of the [010]AL axis. To obtain the average azimuthal position ψ, we averaged all four azimuthal positions for 010AL, 020AL, 110AL, and $$\bar{1}00$$AL Bragg peaks, but corrected the last two values by +45° and −45°, respectively. We used the Williamson–Hall method49 to analyze the size of the WAXS Bragg peaks at each spatial point of the supercrystal. The FWHM of the Bragg peak is determined by the NC size and the lattice distortion as follows:

$${w}_{q,\varphi }^{2}\left(q\right)={\left(\frac{2\pi K}{L}\right)}^{2}+{\left({g}_{q,\varphi }q\right)}^{2},$$
(1)

where wq,φ is the FWHM of the Bragg peak at q in radial or azimuthal direction, respectively, L is the NC size, gq,φ is the radial or angular lattice distortion of the atomic lattice, respectively, K is a dimensionless shape parameter that is about 0.86 for cubic NCs50. The radial lattice distortion gq calculated from the radial FWHM wq is equal to the ratio δaAL/aAL, where δaAL is the FWHM of the unit cell parameter distribution around the mean value aAL. The angular lattice distortion gφ calculated from the azimuthal FWHM wφ is equal to the FWHM δψ of the angular distribution of the NCs around their average azimuthal position ψ. For the spatially resolved analysis of the FWHMs, the NC size L was fixed at the value, obtained from the average radial profiles. For details of the analysis, see Supplementary materials.

### Scanning electron and atomic force microscopy

SEM imaging of supercrystals on Si/SiOx devices was performed with a HITACHI model SU8030 at 30 kV. To estimate the thickness of micro-crystals, samples were titled by 45° with respect to the incoming electron beam. AFM investigations were conducted with a Bruker MultiMode 8 HR in contact mode.

### Density functional theory calculations

All computations are performed using the CP2K 5.1 program suite using the Quickstep module51. The PBE exchange correlation functional52, a dual basis of localized Gaussians and plane waves (GPW)53 with a 350 Ry plane-wave cutoff, double-ζ basis-set augmented with polarization functions (MOLOPT variant)54, and GTH pseudopotentials55 for core electrons are used for all calculations. The van der Waals (VDW) interaction was accounted for by employing Grimme’s DFT-D3 method56. SCF convergence criterion was set at 10−6 for all calculations.

Initial geometries of CsPbX3 (X = Cl, Br) nanocrystals were obtained by cutting small cubes (~2.4 nm) from the bulk, exposing the CsX layer at the surface and maintaining overall charge neutrality of the particle57. All structures were then optimized in vacuum using the BFGS optimizer imposing non-periodic boundary conditions with a wavelet Poisson solver58, setting a maximum force of 5 meV·Å−1 (10–4 hartree/bohr) as convergence criteria. For the obtained cartesian coordinates, see Supplementary Data 1. For these non-periodic systems, axial strain was simulated by fixing the length of one side of the cube. If the relaxed cubic nanocrystal has side length a × b × c, and stress is to be applied along the z-direction, “c” is fixed at some by constraining the z coordinates of both the top and bottom surface-atoms along the z-direction, with all other coordinates of all atoms relaxed. % Strain is reported as (c)/c × 100%. For calculations involving dimers and tetramers, 2/4 monomers were explicitly considered, but periodic boundary condition was imposed with at least 10 Å vacuum above the surface of the nanocluster to avoid spurious interaction with its periodic image.

## Data availability

The X-ray and optical data that support the findings of this study are available in Zenodo.org at https://zenodo.org/record/560736659.

## References

1. Toso, S. et al. Multilayer diffraction reveals that colloidal superlattices approach the structural perfection of single crystals. ACS Nano 15, 6243–6256 (2021).

2. Ye, X. et al. Quasicrystalline nanocrystal superlattice with partial matching rules. Nat. Mater. 16, 214–219 (2017).

3. Goubet, N. & Pileni, M. P. Analogy between atoms in a nanocrystal and nanocrystals in a supracrystal: is it real or just a highly probable speculation? J. Phys. Chem. Lett. 2, 1024–1031 (2011).

4. Cargnello, M. et al. Substitutional doping in nanocrystal superlattices. Nature 524, 450–453 (2015).

5. Dreyer, A. et al. Organically linked iron oxide nanoparticle supercrystals with exceptional isotropic mechanicalÂ properties. Nat. Mater. 15, 522–528 (2016).

6. Fetzer, F. et al. Structural order enhances charge carrier transport in self-assembled Au-nanoclusters. Nat. Commun. 11, 6188 (2020).

7. Yazdani, N. et al. Nanocrystal superlattices as phonon-engineered solids and acoustic metamaterials. Nat. Commun. 10, 4236 (2019).

8. Rainò, G. et al. Superfluorescence from lead halide perovskite quantum dot superlattices. Nature 563, 671–675 (2018).

9. Tong, Y. et al. Spontaneous self-assembly of perovskite nanocrystals into electronically coupled supercrystals: toward filling the green gap. Adv. Mater. 30, 1801117 (2018).

10. Cherniukh, I. et al. Perovskite-type superlattices from lead halide perovskite nanocubes. Nature 593, 535–542 (2021).

11. Hoffmann, R. Small but strong lessons from chemistry for nanoscience. Angew. Chem. Int. Ed. 52, 93–103 (2013).

12. Somorjai, G. A. & Li, Y. Introduction to Surface Chemistry and Catalysis. 2nd edn. (Wiley, 2010).

13. Kastl, C. et al. Effects of defects on band structure and excitons in WS2 revealed by nanoscale photoemission spectroscopy. ACS Nano 13, 1284–1291 (2019).

14. Jeong, H. Y. et al. Heterogeneous defect domains in single-crystalline hexagonal WS2. Adv. Mater. 29, 1605043 (2017).

15. Gutiérrez, H. R. et al. Extraordinary room-temperature photoluminescence in triangular WS2 monolayers. Nano. Lett. 13, 3447–3454 (2013).

16. Kim, M. S. et al. Biexciton emission from edges and grain boundaries of triangular WS2 monolayers. ACS Nano 10, 2399–2405 (2016).

17. Rosenberger, M. R., Chuang, H.-J., McCreary, K. M., Li, C. H. & Jonker, B. T. Electrical characterization of discrete defects and impact of defect density on photoluminescence in monolayer WS2. ACS Nano 12, 1793–1800 (2018).

18. Ding, H., Dong, Y., Li, S., Pan, N. & Wang, X. Edge optical scattering of two-dimensional materials. Opt. Express 26, 7797–7810 (2018).

19. Ren, D.-D. et al. Photoluminescence inhomogeneity and excitons in CVD-grown monolayer WS2. Opt. Mater. 80, 203–208 (2018).

20. Bohnet, J. G. et al. A steady-state superradiant laser with less than one intracavity photon. Nature 484, 78–81 (2012).

21. Higgins, K. D. B. et al. Superabsorption of light via quantum engineering. Nat. Commun. 5, 4705 (2014).

22. Mattiotti, F., Kuno, M., Borgonovi, F., Jankó, B. & Celardo, G. L. Thermal decoherence of superradiance in lead halide perovskite nanocrystal superlattices. Nano Lett. 20, 7382–7388 (2020).

23. Krieg, F. et al. Monodisperse long-chain sulfobetaine-capped CsPbBr3 nanocrystals and their superfluorescent assemblies. ACS Cent. Sci. 7, 135–144 (2021).

24. Toso, S., Baranov, D., Giannini, C., Marras, S. & Manna, L. Wide-angle x-ray diffraction evidence of structural coherence in CsPbBr3 nanocrystal superlattices. ACS Mater. Lett. 1, 272–276 (2019).

25. van der Burgt, J. S. et al. Cuboidal supraparticles self-assembled from cubic CsPbBr3 perovskite nanocrystals. J. Phys. Chem. C. 122, 15706–15712 (2018).

26. Brennan, M. C. et al. Superlattices are greener on the other side: how light transforms self-assembled mixed halide perovskite nanocrystals. ACS Energy Lett. 5, 1465–1473 (2020).

27. Zaluzhnyy, I. A. et al. Quantifying angular correlations between the atomic lattice and the superlattice of nanocrystals assembled with directional linking. Nano Lett. 17, 3511–3517 (2017).

28. Mukharamova, N. et al. Revealing grain boundaries and defect formation in nanocrystal superlattices by nanodiffraction. Small 15, 1904954 (2019).

29. Maier, A. et al. Structure-transport correlation reveals anisotropic charge transport in coupled PbS nanocrystal superlattices. Adv. Mater. 32, 200225 (2020).

30. Zhang, M. et al. Growth and characterization of all-inorganic lead halide perovskite semiconductor CsPbBr3 single crystals. CrystEngComm 19, 6797–6803 (2017).

31. Swarnkar, A. et al. Colloidal CsPbBr3 perovskite nanocrystals: luminescence beyond traditional quantum dots. Angew. Chem. 127, 15644–15648 (2015).

32. Liashenko, T. G. et al. Electronic structure of CsPbBr3−xClx perovskites: synthesis, experimental characterization, and DFT simulations. Phys. Chem. Chem. Phys. 21, 18930–18938 (2019).

33. Kapuscinski, M. et al. Temporal evolution of superlattice contraction and defect-induced strain anisotropy in mesocrystals during nanocube self-assembly. ACS Nano 14, 5337–5347 (2020).

34. van der Kooij, H. M., van de Kerkhof, G. T. & Sprakel, J. A mechanistic view of drying suspension droplets. Soft Matter 12, 2858–2867 (2016).

35. Leineweber, A. Understanding anisotropic microstrain broadening in Rietveld refinement. Z. Kristallogr. Cryst. Mater. 226, 905–923 (2011).

36. Xue, D.-J. et al. Regulating strain in perovskite thin films through charge-transport layers. Nat. Commun. 11, 1514 (2020).

37. Baranov, D., Toso, S., Imran, M. & Manna, L. Investigation into the photoluminescence red shift in cesium lead bromide nanocrystal superlattices. J. Phys. Chem. Lett. 10, 655–660 (2019).

38. Baranov, D. et al. Aging of self-assembled lead halide perovskite nanocrystal superlattices: effects on photoluminescence and energy transfer. ACS Nano 15, 650–664 (2021).

39. Tang, Y. et al. Highly stable perovskite supercrystals via oil-in-oil templating. Nano Lett. 20, 5997–6004 (2020).

40. Stavrakas, C. et al. Probing buried recombination pathways in perovskite structures using 3D photoluminescence tomography. Energy Environ. Sci. 11, 2846–2852 (2018). 10.1039.

41. de Quilettes Dane, W. et al. Impact of microstructure on local carrier lifetime in perovskite solar cells. Science 348, 683–686 (2015).

42. Wang, Y. et al. Mechanism of strong luminescence photoactivation of citrate-stabilized water-soluble nanoparticles with CdSe cores. J. Phys. Chem. B 108, 15461–15469 (2004).

43. Asbeck, P. Self-absorption effects on the radiative lifetime in GaAs-GaAlAs double heterostructures. J. Appl. Phys. 48, 820–822 (1977).

44. Fang, Y., Wei, H., Dong, Q. & Huang, J. Quantification of re-absorption and re-emission processes to determine photon recycling efficiency in perovskite single crystals. Nat. Commun. 8, 14417 (2017).

45. Pazos-Outón, L. M. et al. Photon recycling in lead iodide perovskite solar cells. Science 351, 1430–1433 (2016).

46. Protesescu, L. et al. Nanocrystals of cesium lead halide perovskites (CsPbX3, X = Cl, Br, and I): Novel optoelectronic materials showing bright emission with wide color gamut. Nano Lett. 15, 3692–3696 (2015).

47. Maes, J. et al. Light absorption coefficient of CsPbBr3 perovskite nanocrystals. J. Phys. Chem. Lett. 9, 3093–3097 (2018).

48. Kalbfleisch, S. et al. The Göttingen holography endstation of beamline P10 at PETRA III/DESY. AIP Conf. Proc. 1365, 96–99 (2011).

49. Williamson, G. K. & Hall, W. H. X-ray line broadening from filed aluminium and wolfram. Acta Metall. Mater. 1, 22–31 (1953).

50. Langford, J. I. & Wilson, A. J. C. Scherrer after sixty years: a survey and some new results in the determination of crystallite size. J. Appl. Cryst. 11, 102–113 (1978).

51. Kühne, T. D. et al. CP2K: An electronic structure and molecular dynamics software package—Quickstep: Efficient and accurate electronic structure calculations. J. Chem. Phys. 152, 194103 (2020).

52. Perdew, J. P., Burke, K. & Ernzerhof, M. Generalized gradient approximation made simple. Phys. Rev. Lett. 77, 3865–3868 (1996).

53. Lippert, B., Hutter, J. & Parrinello, M. A hybrid Gaussian and plane wave density functional scheme. Mol. Phys. 92, 477–488 (1997).

54. VandeVondele, J. & Hutter, J. Gaussian basis sets for accurate calculations on molecular systems in gas and condensed phases. J. Chem. Phys. 127, 114105 (2007).

55. Krack, M. Pseudopotentials for H to Kr optimized for gradient-corrected exchange-correlation functionals. Theor. Chem. Acc. 114, 145–152 (2005).

56. Grimme, S., Antony, J., Ehrlich, S. & Krieg, H. A consistent and accurate ab initio parametrization of density functional dispersion correction (DFT-D) for the 94 elements H-Pu. J. Chem. Phys. 132, 154104 (2010).

57. ten Brinck, S. & Infante, I. Surface termination, morphology, and bright photoluminescence of cesium lead halide perovskite nanocrystals. ACS Energy Lett. 1, 1266–1272 (2016).

58. Genovese, L., Deutsch, T., Neelov, A., Goedecker, S. & Beylkin, G. Efficient solution of Poisson’s equation with free boundary conditions. J. Chem. Phys. 125, 74105 (2006).

59. Lapkin, D. et al. Spatially resolved fluorescence of caesium lead halide perovskite supercrystals reveals quasi-atomic behavior of nanocrystals. Zenodo repository. https://doi.org/10.5281/zenodo.5607366 (2021).

## Acknowledgements

The authors acknowledge DESY (Hamburg, Germany) for the provision of experimental facilities. Parts of this research were carried out at PETRA III synchrotron facility and we would like to thank the beamline staff for assistance in using the Coherence Application P10 beamline. This work was supported by the DFG under grants SCHE1905/8-1(M.S.), SCHE1905/9-1(M.S.), AN680/6-1(D.A.) and SCHR700/38-1(F.S.) as well as the Carl Zeiss Stiftung (Forschungsstrukturkonzept “Interdisziplinäres nanoBCP-Lab”). D.L., D.As., N.M., Y.Y.K. and I.A.V. acknowledge the support of the Helmholtz Associations Initiative Networking Fund (grant No. HRSF-0002) and the Russian Science Foundation (grant No. 18-41-06001). I.A.V. acknowledges the financial support of the Russian Federation represented by the Ministry of Science and Higher Education of the Russian Federation (Agreement No. 075-15-2021-1352). D.L., N.M., D.As., Y.Y.K., M.Sp., and I.A.V. acknowledge support of the project by Edgar Weckert.

## Author information

Authors

### Contributions

D.L., C.K., and J.H. contributed equally to this work. D.L., D.As., J.C., Y.Y.K., N.M., I.Z., and M.Sp. performed the X-ray scattering experiments. C.K., S.W., and J.W. synthesized the NCs, conducted optical absorption and fluorescence measurements in solution and prepared all samples. J.H. carried out the confocal fluorescence (-lifetime) measurements. M.M. performed DFT calculations and A.M. undertook the SEM and AFM measurements. F.S., A.J.M., K.B., D.A., I.A.V., and M.S. conceived and supervised the project. D.L., J.H., M.M., I.A.V., and M.S. wrote the manuscript with input from all authors. All authors have given approval to the final version of the manuscript.

### Corresponding authors

Correspondence to Marcus Scheele or Ivan A. Vartanyants.

## Ethics declarations

### Competing interests

The authors declare no competing interests.

## Peer review

### Peer review information

Nature Communications thanks Stefano Bellucci, Ou Chen and the other, anonymous, reviewer(s) for their contribution to the peer review of this work.

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

## Rights and permissions

Reprints and Permissions

Lapkin, D., Kirsch, C., Hiller, J. et al. Spatially resolved fluorescence of caesium lead halide perovskite supercrystals reveals quasi-atomic behavior of nanocrystals. Nat Commun 13, 892 (2022). https://doi.org/10.1038/s41467-022-28486-3

• Accepted:

• Published:

• DOI: https://doi.org/10.1038/s41467-022-28486-3

By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.