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Applied Materials Today 20 (2020) 100668
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Applied Materials Today
journal homepage: www.elsevier.com/locate/apmt
Jahn–Teller distortion-driven robust blue-light-emitting perovskite
nanoplatelets
G. Krishnamurthy Grandhi a, H.C. Manas Likhit b, Shyue Ping Ong b,∗, Won Bin Im a,∗
a
b
Division of Materials Science and Engineering, Hanyang University, 222 Wangsimni-ro, Seongdong-gu, Seoul 04763, Republic of Korea
Department of Nanoengineering, University of California, San Diego, CA 92093, United States
a r t i c l e
i n f o
Article history:
Received 9 December 2019
Revised 4 April 2020
Accepted 14 April 2020
Keywords:
CsPbBr3 nanoplatelets
Blue emission
Cu2+ doping
Jahn–Teller distortion
Surface energy
a b s t r a c t
Blue-light-emitting and quantum-confined two-dimensional CsPbBr3 perovskite nanoplatelets (NPLs) are
viable candidates for blue-light-emitting diodes compared to mixed-halide CsPb(Br/Cl)3 nanocrystals that
exhibit segregation of halide ions. Unfortunately, the NPLs suffer from poor color stability and insufficient colloidal stability. However, the improvement in their stability has not been extensively studied.
In this study, the blue emission of CsPbBr3 NPLs is stabilized by B-site doping approach, wherein a few
of Pb2+ octahedral sites are replaced with small-sized Cu2+ ions. Cu2+ -doped NPLs exhibit greater longterm stability in ambient conditions and better photostability compared to their undoped counterparts.
First-principles calculations reveal that the Jahn–Teller distortion of (CuBr6 )4− octahedra results in the
shorter Pb-Br bonds and contraction of the entire CsPbBr3 lattice, which in turn increases the band gap
of the CsPbBr3 NPLs. Cu2+ dopants also reduce the surface energy of the NPLs and impart highly desirable
long-term stability. Therefore, the outcomes of this work might be a step forward towards improving the
stability of two-dimensional perovskite NPLs.
© 2020 Elsevier Ltd. All rights reserved.
1. Introduction
The application of three-dimensional (3D) cesium lead halide
perovskite nanocrystals (NCs) in light-emitting diodes (LEDs) has
been on the rise in recent years [1–4]. Their emission colors
change from blue to near-infrared as the halide varies from chloride to bromide to iodide [5]. Green and red emissions can be
obtained from bromide- and iodide-based NCs, respectively, while
blue-light-emitting NCs have predominantly been produced by
mixing bromides and chlorides. Although highly efficient green[1,3] and red-light-emitting [2,6] perovskite LEDs have been successfully fabricated, mixed-halide-based blue-light-emitting perovskite LEDs exhibit color instability owing to the segregation of
the halide ions, which in turn leads to shifts in the emission wavelengths during LED operation [7,8]. Moreover, blue perovskite LEDs
trail behind the green and red perovskite LEDs in stability and
efficiency [9]. Blue emitters with wavelengths of ~465–475 nm
are required according to National Television System Committee
(NTSC) standards and International Telecommunication Union Radiocommunication Sector (ITU-R) standards for display applications
[10,11]. Blue light emission can arise even from CsPbBr3 NCs when
∗
Corresponding author.
E-mail addresses: ongsp@eng.ucsd.edu (S.P. Ong), imwonbin@hanyang.ac.kr (W.B.
Im).
https://doi.org/10.1016/j.apmt.2020.100668
2352-9407/© 2020 Elsevier Ltd. All rights reserved.
their size is smaller than the exciton Bohr radius. They are usually obtained as nanoplatelets (NPLs), which are quantum-confined
two-dimensional (2D) nanostructures [12,13]. The band gap of the
NPLs strongly depends upon their thickness; a lower thickness
results in a higher band gap. Nonetheless, NPLs based on lead
halides also suffer from low photoluminescence (PL) efficiency and
poor colloidal and emission stabilities. Recently, their PL efficiencies were improved through post-synthesis surface repair or in situ
surface passivation [12,14]; however, their long-term stability has
not been addressed in detail thus far. For instance, the emission
wavelengths of CsPbBr3 NPLs shift to higher wavelengths within a
few hours after synthesis and the NPLs lose their colloidal stability, owing to the fusion or self-assembly of small NPLs into larger
green-emitting NCs [15]. It may be attributed to the increase in
the surface energy of the NPLs upon their thicknesses being reduced [16]. Only limited efforts have been established to address
the stability issues of perovskite NPLs [12]. Therefore, a simple and
efficient strategy to stabilize the blue emission of CsPbBr3 NPLs,
which is essential for their application in optoelectronic devices, is
necessary.
B-site doping approach has been utilized for improving the stability of CsPbX3 -type (X = Cl, Br, I) perovskite materials, wherein a
small portion of the B-site ions is substituted with various isovalent ions [17]. The stabilization usually arises from a slightly contracted host lattice and, hence, a small increase in its tolerance
2
G.K. Grandhi, H.C.M. Likhit and S.P. Ong et al. / Applied Materials Today 20 (2020) 100668
factor. Small-sized dopants such as Bi3+ , Mn2+ , Ni2+ Cu2+ were explored to improve phase stability, PL efficiency and chemical stability of CsPbX3 NCs and thin films [18–21] Furthermore, Mn2+ ions
were successfully incorporated into 2D CsPbCl3 NPLs and their optical properties were studied. [22] Nonetheless, B-site doping approach has not been employed for stabilizing perovskite NPLs.
In this study, B-site doping approach was exploited for obtaining stable 2D perovskites. We chose Cu2+ ions as dopants and
CsPbBr3 NPLs as the host for this study and found that the
long-term stability of blue-light-emitting CsPbBr3 NPLs are improved upon the Cu2+ doping. The origin of dopant-induced stability was discussed with the help of computational and experimental
studies.
microwave frequency of 9.17 GHz, with NPL dispersions in hexane at 173 K and at room temperature. The liquid samples were
transferred to EPR tubes and frozen in liquid nitrogen at 173 K.
All spectra were recorded using the following EPR parameters: microwave power, 1 mW; modulation amplitude, 0.2 mT; modulation
frequency, 100 kHz; and sweep time, 120 s. UV–visible absorption
spectra of various aliquots dissolved in hexane were obtained using
a Thermo Scientific Evolution 201 UV-visible spectrometer. Steadystate PL spectra in n-hexane were collected using a Hitachi F-4500
fluorescence spectrophotometer.
The complete details of the first principle calculations of the
bandgap and surface energy calculations using density functional
theory (DFT) are given in Computational details section in the Supporting information (SI).
2. Experimental section
3. Results and discussion
2.1. Materials
All reagents were used without any further purification: cesium
carbonate (Cs2 CO3 , 99.999%, Kojundo), lead(II) bromide (PbBr2 ,
99%, Sigma-Aldrich), copper bromide (CuBr2 , Sigma-Aldrich), oleic
acid (OlAc, 90%, Fluka), oleylamine (OlAm, Sigma-Aldrich), 1octadecene (ODE, 95%, Sigma-Aldrich), toluene (99.8%, Junsei), and
n-hexane (99.8%, Junsei).
2.2. Synthesis of precursors
A pale yellow cesium oleate precursor was obtained by dissolving 0.1 mmol of Cs2 CO3 in 10 mL of oleic acid at 100 °C under
continuous stirring. The PbBr2 precursor solution was prepared by
heating 0.1 mmol of PbBr2 powder and 100 μL each of OlAc and
OlAm in 10 mL of toluene at above 100 °C until all of the PbBr2
had dissolved.
2.3. Synthesis of undoped and Cu2+ -doped CsPbBr3 NPLs
The synthesis of the NPLs was performed at room temperature and under an ambient environment. Cesium oleate (150
μL) precursor was injected into a toluene solution containing the
PbBr2 –OlAm/OlAc precursor (1.5 mL) under vigorous stirring. Acetone (2 mL) was added after 5 s to initiate the nucleation of
the NPLs. After 1 min of stirring, the solution was centrifuged
at 40 0 0 rpm for 3 min and the so-obtained precipitate was redispersed in hexane (1–2 mL) for further studies. For the synthesis
of Cu2+ -doped NPLs, a mixture of PbBr2 and CuBr2 was used.
2.4. Characterization and spectroscopic techniques
Structure and size determination for the NCs were carried out
using X-ray diffraction (XRD) and transmission electron microscopy
(TEM). XRD was performed on thin films of the synthesized NCs,
and patterns were recorded on a Shimadzu X-ray diffractometer
using Cu Kα radiation. All patterns were recorded at a low rate of
1° per minute to obtain a high signal-to-noise ratio. The Visualization for Electronic and Structural Analysis (VESTA) program was
used to draw the crystal structures. [23] Low- and high-resolution
TEM images were recorded using an FEI Tecnai F20 (200 kV), at
the Korea Basic Science Institute (KBSI), Gwangju, South Korea.
The samples for the TEM measurements were prepared by dispersing the NCs in n-hexane. It is worth mentioning that cesium
lead bromide NCs are usually not stable under irradiation with
high-energy electron beams and tend to decompose within a short
time. The chemical compositions of the synthesized NPLs were analyzed using ICP-OES (PerkinElmer, OPTIMA 8300) at the Korea Basic Science Institute (KBSI), Gwangju, South Korea. EPR measurements were carried out using a JEOL JES-FA200 with an X-band
Table S1 of the SI shows the Goldschmidt tolerance factor for
Cu2+ -doped CsPbBr3 as a function of Cu2+ concentration. The tolerance factor increased gradually towards a value of 1 with increasing amount of Cu2+ , suggesting that Cu2+ doping can stabilize the cubic phase of CsPbBr3 . In this study, both undoped and
Cu2+ -doped CsPbBr3 NPLs were synthesized using a reprecipitation
method, [12] wherein cesium oleate was introduced into a mixture
of PbBr2 and CuBr2 (step I) and then a polar solvent was added to
initiate the nucleation of the NPLs (step II), as shown in Fig. 1a. Inductively coupled plasma optical emission spectroscopy (ICP-OES)
was employed to confirm the incorporation of Cu2+ ions into the
CsPbBr3 lattice, as shown in Table S2 of the SI. Fig. 1b and 1c show
the TEM images of the undoped and Cu2+ -doped NPLs. Fig. 1c suggests that the Cu2+ -doped NPLs formed with a uniform size distribution. The thicknesses of both the undoped and Cu2+ -doped
NPLs were ~2–3 nm, indicating that they are only a few monolayers thick. The formation of the NPLs was also confirmed by XRD
studies, as shown in Figure S1 of the SI. The XRD patterns mainly
show the 001 and 002 planes of cubic-phase CsPbBr3 , suggesting
the preferential orientation of the 2D NPLs on the substrate. The
XRD peaks for the Cu2+ -doped NPLs were shifted slightly towards
higher angles, further suggesting the successful incorporation of
small-sized Cu2+ ions into the CsPbBr3 lattice. Fig. 1d shows the
X-band electron paramagnetic resonance (EPR) spectrum of Cu2+ doped CsPbBr3 NPLs, collected at a low temperature in n-hexane.
The spectrum shows a broad signal centered at ~325 mT, suggesting that the Cu2+ dopants exist in the paramagnetic +2 oxidation
state (d9 system). The Lande factor (g-factor) calculated from the
EPR spectrum was approximately 2.08, suggesting that Cu2+ ions
occupy the octahedral [24] (Pb2+ ) sites of CsPbBr3 , as shown in
Fig. 1e. Fig. 1f and g show the ultraviolet (UV)-visible absorption
spectra and PL spectra of undoped and Cu2+ -doped NPLs, respectively. The PL maxima of both types of NPLs are at ~460 nm, corresponding to CsPbBr3 NPLs that are three monolayers thick [12].
Furthermore, there was a small blue shift in both the absorption
and PL spectra of the CsPbBr3 NPLs upon the incorporation of
Cu2+ , and the origin of this shift will be discussed in a subsequent
section. The PL QY of undoped NPLs was 15–20%. It is to be noted
that the PL efficiency of the CsPbBr3 NPLs before and after doping
with 5–10% Cu2+ was similar, and is quenched when doped with
>10% Cu2+ . This suggests that Cu-doping has not affected the host
optical properties. Furthermore, the absence of secondary emission
peaks in the PL and absorption spectra suggests that larger CsPbBr3
nanocubes were not obtained as impurities during NPL synthesis.
Colloidal dispersions of undoped NPLs stored in the ambient
atmosphere and under room light witnessed a gradual shift in
their emission maximum towards higher wavelengths until greenemitting NCs were produced, as shown in Fig. 2a. This may be attributed to the fusion of the CsPbBr3 NPLs into larger NCs [15,25].
G.K. Grandhi, H.C.M. Likhit and S.P. Ong et al. / Applied Materials Today 20 (2020) 100668
3
Fig. 1. Characterization of undoped and Cu2+ -doped CsPbBr3 NPLs. (a) Schematic representation of NPL synthesis: mixing of capping ligands with Cs, Pb, and Cu precursors
(step I), followed by addition of acetone (step II). TEM images of (b) undoped and (c) Cu2+ -doped NPLs. (d) EPR spectrum of Cu2+ -doped NPLs. (e) Illustration of Cu2+
incorporation into the CsPbBr3 lattice. (f) Absorption and (g) PL spectra of the NPLs. λex = 350 nm.
On the other hand, a little Cu2+ incorporation preserved the blue
emission of CsPbBr3 NPLs when stored in the same conditions.
Fig. 2b shows that the PL maximum of undoped NPLs shifted gradually from 460 nm to 520 nm within 15 days and that these NPLs
lost their colloidal stability. In the case of Cu2+ -doped ones, the
emission position shifted by <5 nm even after a month of storage in air and their colloidal stability was retained. Nearly 70% of
the original PL efficiency was retained for the Cu2+ -doped NPLs
while the emission position was preserved when they were stored
for more than a week in air, as shown in Figure S2 of the SI. This
implies that Cu2+ incorporation dramatically improves the stability
of CsPbBr3 NPLs. Cu2+ doping also affected the photostability of
the NPLs. Fig. 2c shows the PL of both undoped and Cu2+ -doped
CsPbBr3 NPLs as a function of UV light exposure time. In the case
of undoped NPLs, the PL intensity decreased and the PL maximum
gradually red-shifted upon exposure to UV radiation. On the other
hand, Cu2+ -doped NPLs retained their emission peak position and
shape and ~50% of the original PL intensity upon exposure to UV
radiation for 6 h, as shown in Fig. 2c. The variations in the PL
maximum wavelength as a function of UV irradiation time are presented in Fig. 2d. Notably, in both cases, Cu2+ -doped NPLs successfully retained their colloidal stability, while their undoped counterparts failed to do so. Therefore, Cu2+ doping dramatically enhances
the colloidal stability of the NPLs. Figure S3 of the SI shows photographs of both the undoped and Cu2+ -doped NPLs stored in hexane and protected from light at various times. The undoped NPLs
gradually lost their colloidal stability, while the Cu2+ -doped ones
remained colloidally stable for weeks.
The UV-visible absorption band of the CsPbBr3 NPLs was blueshifted upon Cu2+ doping (Fig. 1c), suggesting an increase in the
band gap of the NPLs. The conduction band (CB) and valence band
(VB) of lead bromide perovskite NCs are composed of Pb 6p orbitals and Br 4p orbitals, respectively. The increase in the band
gap may be attributed to the stronger interaction of metal and
halide orbitals. To verify this, the band structures of undoped and
Cu2+ -doped CsPbBr3 were obtained using DFT calculations with
the generalized gradient approximation (GGA) functional, as shown
in Fig. 3a and b. The calculated bandgap increased from 1.76 eV for
undoped CsPbBr3 to 1.87 eV for 5% and 1.88 eV for 10% Cu2+ doping respectively. This qualitative trend is consistent with the observed blue shifting of the absorption spectra with the Cu doping, though the GGA band gaps are significantly underestimated
as expected. For relaxed structures (see Table S3-S5 of the SI), we
find the Pb-Br bond lengths (~3.00 Å) and Br-Pb-Br bond angles
(90°) are same for all the (PbBr6 )4− octahedra in case of undoped
CsPbBr3 (Fig. 3c). In the case of 5% Cu2+ -doped CsPbBr3 , the equatorial Cu-Br bonds (along a and b axis) are shorter (2.59 Å) than
the axial ones (2.96 Å) of (CuBr6 )4- octahedra (Fig. 3d), suggesting Jahn–Teller distortion; and the difference in the bond lengths
becomes more prominent with further increase in the amount of
Cu2+ in the system, as shown in Table S5 of SI. Additionally, the
shortening of a few Pb-Br bonds (2.59 Å and 2.96 Å) results in
4
G.K. Grandhi, H.C.M. Likhit and S.P. Ong et al. / Applied Materials Today 20 (2020) 100668
Fig. 2. Long-term and photo stabilities of NPLs. (a) Normalized PL spectra of undoped (top) and Cu2+ -doped (bottom) NPLs as a function of time stored in ambient conditions
and (b) their corresponding PL maximum wavelengths. (c) PL spectra of undoped (top) and Cu2+ -doped (bottom) NPLs as a function of UV irradiation time and (d) their
corresponding PL maximum wavelengths.
slight contraction in the a and b lattice parameters of about 0.5%
with 5% Cu2+ doping, consistent with the observed shift in the XRD
peaks (see Figure S1 and Table S6 of the SI). The shortening of
Pb-Br bonds in the CsPbBr3 lattice upon doping with small-sized
cations has also been observed earlier. [26] Therefore, the shortening of Cu-Br bonds due to Jahn–Teller distortion may have eventually resulted in the contraction of the entire host lattice. The shortening of the Cu-Br bonds due to Jahn–Teller compression (Fig. 3e)
and the subsequent lattice contraction would have strengthened
the CsPbBr3 lattice. Furthermore, the surface-to-volume ratio of
the 2D NPLs is very high compared to that of 3D green-emitting
CsPbBr3 NCs. Consequently, the surface portion of the NPLs is expected to play a significant role in determining the stability of the
NPLs.
According to the outcomes of the stability experiments (Fig. 2),
CsPbBr3 NPLs were initially transformed into cyan-emitting NCs
and then converted into green-emitting cubic CsPbBr3 NCs under
either room light or UV radiation. This suggests a gradual transformation of 2D NPLs into 3D NCs through the self-assembly or
fusion in order to reduce their high surface energy, as shown in
Fig. 3f. On the other hand, Cu2+ dopants stabilized the blue emission of the NPLs exposed to the ambient atmosphere or UV light,
as shown in Fig. 3g. This suggests that Cu2+ doping may have reduced the surface energy of the NPLs and preserved their emission
characteristics.
DFT calculations were performed to test if Cu2+ doping lowers the surface energy of CsPbBr3 . From Fig. 4a, it can be observed
that the CsBr-terminated (100) surface was found to have higher
thermodynamic stability (means lower grand thermodynamic potential F) than the PbBr2 -terminated surface for the entire range
of μPbBr2 . Hence, the CsBr-terminated surface was used to analyze
the effect of Cu2+ doping on the surface energy. Fig. 4b and c
show the energy difference between the surfaces of Cu2+ -doped
and undoped CsPbBr3 within the chemical potential ranges for
which CsPbBr3 is stable against the formation of CsCuBr3 , CsBr,
and PbBr2 . In general, it was observed that Cu2+ doping leads
to a reduction in surface energy of CsPbBr3 , with a larger decrease (−30 to −36 mJ/m2 ) observed for a higher doping percentage of 12.5%. Fig. 4d and e show the relaxed structures obtained from the DFT calculations for undoped and 6.25% Cu2+ doped slabs, respectively. The misalignment of Pb-Br bonds near
the surface of Cu2+ -doped CsPbBr3 suggests an increase in lead
bromide octahedral rotation near the surface. This effect is more
pronounced in the case of 12.5% Cu2+ -doped CsPbBr3 .Octahedral
rotation in perovskites has been very well studied and is known to
decrease the total energy of the structure. [27–30] So, the lead bromide octahedral rotation observed near the surface of Cu2+ -doped
CsPbBr3 might be one of the reasons for the lowering of its surface
energy. These calculations are consistent with the experimental
outcomes.
This is in line with an earlier demonstration that the surface
chemistry of CsPbBr3 NPLs plays a significant role in stabilizing
their emission characteristics [12]. Furthermore, Mn2+ dopants stabilized the black phase of CsPbI3 NCs by altering the surface energy of the host [31]. On the whole, our strategy of Cu2+ doping
provides much-needed stability to blue-light-emitting perovskite
NPLs, and the addition of PbBr2 known to enhance their PL efficiency; therefore, a combination of Cu2+ doping and NPL surface
passivation produces NPLs with better stability and high PL efficiency (see SI Figure S4), which are desired characteristics for practical device applications. Furthermore, since Cu exists in the +2
oxidation state, the system can undergo non-linear Zeeman effects
[32,33]. Computational calculations (Fig. 3b) also show that Cu2+ doped CsPbBr3 exhibits a net magnetic moment (up spin in blue
G.K. Grandhi, H.C.M. Likhit and S.P. Ong et al. / Applied Materials Today 20 (2020) 100668
5
Fig. 3. Jahn–Teller distortion in Cu2+ doped NPLs. The density of states of (a) undoped and (b) 5% Cu2+ -doped CsPbBr3 . Illustrations of (c) (PbBr6 )4− in undoped CsPbBr3 and
(d) (CuBr6 )4− octahedra in Cu2+ -doped CsPbBr3 . The contraction of the four equatorial bonds in (CuBr6 )4− octahedra indicates the Jahn–Teller effect. gray, green, and blue
spheres represent Br, Pb, and Cu, respectively. (e) The splitting of t2g and eg energy levels of Cu2+ ions due to Jahn–Teller distortion in the octahedral geometry. Schematics
representing the long-term stability of (f) undoped and (g) Cu2+ -doped NPLs in the ambient atmosphere or under UV radiation. The images of the vials in the insets of (f)
and (g) show the variations in NPL emission as a function of storage time in the ambient atmosphere. (For interpretation of the references to color in this figure legend, the
reader is referred to the web version of this article.)
and down spin in red). Therefore, this system can be examined for
potential applications in magneto-optical storage [32].
4. Conclusions
The B-site doping has been shown to improve phase stability, chemical stability, and PL QY of 3D perovskite NCs [17,18,20];
however, it is applied to 2D perovskite NPLs here for the first
time. Cu2+ -doped CsPbBr3 NPLs were synthesized using a modified reprecipitation method. ICP and EPR studies confirmed that
Cu dopants exist in the +2 oxidation state and enter the octahedral crystal sites of CsPbBr3 . Computational studies showed that
Cu2+ doping widens the band gap of CsPbBr3 and (CuBr6 )4− octahedra undergo Jahn–Teller distortion, resulting in the contraction
and stabilization of the CsPbBr3 lattice. The Cu2+ -doped NPLs exhibited long-term color stability in the ambient atmosphere and
under UV light and displayed good colloidal stability. The DFT calculations further demonstrated that Cu2+ doping reduces the surface energy of the host NPLs, and hence, they retained their structure and emission properties. Future research may involve the utilization of Cu2+ doping strategy for fabricating stable blue-light-
emitting diodes and studying Cu2+ -doped NPLs using magnetooptical spectroscopy.
Supporting information
XRD patterns of undoped and Cu-doped NPLs, PL data for longterm stability of NPLs, colloidal stability study of NPLs, effect of
NPL surface passivation, and structure optimization and surface energy results.
Declaration of Competing Interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to
influence the work reported in this paper.
CRediT authorship contribution statement
G. Krishnamurthy Grandhi: Conceptualization, Resources, Validation, Investigation. H.C. Manas Likhit: Conceptualization, Soft-
6
G.K. Grandhi, H.C.M. Likhit and S.P. Ong et al. / Applied Materials Today 20 (2020) 100668
Fig. 4. Origin of NPL stability via Cu2+ doping. (a) The grand thermodynamic potential F of the cubic phase of CsPbBr3 as a function of μPbBr2 for the two types of surface
terminations. Contour plot for the difference in surface energies of the doped and undoped CsPbBr3 in case of (b) 6.25% and (c) 12.5% Cu2+ doping within the chemical
potential bounds. These dopant concentrations are close to those used in the experiments. (d) Undoped and (e) 6.25% Cu2+ -doped CsPbBr3 slab structures obtained from
DFT calculations (gray: Pb; Brown: Br; Cyan: Cs). (For interpretation of the references to color in this figure legend, the reader is referred to the web version of this article.)
ware. Shyue Ping Ong: Conceptualization, Writing - review & editing. Won Bin Im: Conceptualization, Writing - review & editing.
Acknowledgements
This research was supported by the Basic Science Research Program through the National Research Foundation of Korea (NRF),
funded by the Ministry of Science, ICT & Future Planning (project
no. 2017R1A2B3011967). This work was also supported by the Engineering Research Center through the NRF, funded by the Korean Government (MSIT) (project no. NRF-2018R1A5A1025224).
This work was also supported by the Technology Innovation Program (KEIT-20 0 02947) funded by the Ministry of Trade, Industry &
Energy (MOTIE, Korea).
Supplementary materials
Supplementary material associated with this article can be
found, in the online version, at doi:10.1016/j.apmt.2020.100668.
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