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Incorporating MoFe alloys into reduced graphene oxide as counter electrode catalysts for dye-sensitized solar cells
⁎Corresponding authors at: Advanced Institute of Materials Science, Ton Duc Thang University, Ho Chi Minh City, Viet Nam (V.-D. Dao); Department of Chemical Engineering and Applied Chemistry, Chungnam National University, Daejeon 305-764, South Korea (H.-S. Choi). daovanduong@tdt.edu.vn (Van-Duong Dao), hchoi@cnu.ac.kr (Ho-Suk Choi)
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Received: ,
Accepted: ,
This article was originally published by Elsevier and was migrated to Scientific Scholar after the change of Publisher.
Peer review under responsibility of King Saud University.
Abstract
In this study, MoFe alloy decorated onto reduced graphene oxide (RGO) nanohybrids is successfully synthesized with various volume ratios of Fe to Mo precursors using a dry plasma reduction method at a low temperature and under atmospheric pressure and is introduced for the first time as an electrocatalyst for counter electrodes (CEs) in dye-sensitized solar cells (DSCs). As observed by HRSEM and TEM analyses, MoFe is successfully immobilized on a 3D network structure of RGO. Well-dispersed MoxFe1−x (0 ≤ x ≤ 1) NPs ranging in size from 2 to 6 nm are stabilized with RGO after co-reduction of the metal precursor ions and graphene oxide. The developed catalysts are then applied as CEs in DSCs. As a result, the Mo0.7Fe0.3/RGO nanohybrid exhibited the highest electrocatalytic activity, corresponding to the lowest charge transfer resistance of 0.11 Ω, among the electrodes tested. The DSC employing Mo0.7Fe0.3/RGO CEs exhibits 5.44% efficiency, which is higher than the 1.26, 4.54 and 4.53% efficiency rates for cells using RGO, Mo0Fe1/RGO and Mo1Fe0/RGO electrodes, respectively, due to the optimization of the catalytic activity and the electron conductivity of the developed materials. Note that the efficiency of the device using a Pt electrode was 5.36% under identical conditions. This study concludes that the CE based on the MoFe/RGO nanohybrid is a prospective substitute for Pt which can provide new opportunities for advancing high-efficiency DSCs. Furthermore, the developed catalysts can be applied to other applications, such as methanol oxidation and oxygen reduction reactions.
Keywords
Dry plasma reduction
MoFe alloy
Reduced graphene oxide
Counter electrode
Dye-sensitized solar cell
1 Introduction
Catalysts for the reduction of triiodide to iodide ions have attracted a great deal of attention for use in counter electrodes (CEs) in dye-sensitized solar cells (DSCs) (Yun et al., 2015a, 2015b, 2016; Zhang et al., 2015). Platinum is well known to be the best catalyst for the reduction of triiodide ions in the CEs of DSCs owing to its high catalytic activity, high electrical conductivity, and high chemical stability in acid-base environments (Bell, 2003). However, this high-cost material results in a drawback with regard to its large-scale use. Various promising alternative catalysts, including carbon materials, transition-metal compounds, polymer and composite materials, have been explored (Yun et al., 2014). Among them, much research has concentrated on transition-metal alloys in an effort to reduce triiodide ions to iodide ions (Tang et al., 2015). In order to reduce the amount of the transition metal and improve the stability of catalysts, graphene-based nanohybrid materials have the potential to replace Pt owing to their large active surface areas, excellent electrical conductivity levels, and controllable porous morphologies, all of which result in a large number of electrocatalytic sites toward the generation of iodide ions from triiodide ions at the CEs (Wu et al., 2011; Oh et al., 2017; Dao et al., 2017).
Recently, PtFe and PtMo-immobilized on FTO glass have been synthesized by means of a dry plasma reduction (DPR) method at temperatures close to room temperature and at one atmospheric pressure (Omelianovych et al., 2016; Park et al., 2017a). The developed PtFe and PtMo catalysts were applied as efficient catalysts for the reduction of triiodide ions to iodide ions in DSCs. However, these materials still require Pt in the alloy. Chen et al. reported the use of MoFe/nitrogen-doped graphene as an electrocatalyst for oxygen reduction reactions (Chen et al., 2015). Although significant progress has been made, the synthesis of transition-metal alloy/graphene remains a major challenge hindering the widespread application of transition-metal alloys/graphene catalysts.
In this study, for the first time, MoFe/reduced graphene oxide (RGO) was successfully synthesized via DPR near room temperature and atmospheric pressure and without using any chemical toxic reagents. The method is simple, facile and the process is straightforward, resulting in a new approach for the scaled synthesis of MoFe alloy/RGO. The developed MoFe/RGO catalysts are applied as Pt-free CEs in DSCs. It is expected that MoFe/RGO will show ultrahigh catalytic activity, good conductivity, and good long-term stability for the reduction of triiodide ions at the CEs in DSCs. For this purpose, the co-reduction of Fe and Mo precursor ions on the surface of RGO via DPR was carefully attempted in an effort to obtain efficient CE properties for the reduction of triiodide ions to iodide ions.
2 Experimental
2.1 Preparation of the MoFe/graphene nanohybrid CEs
To prepare these CEs, two precursor solutions of 10 mM of iron(III) chloride (FeCl3, Sigma-Aldrich) in isopropyl alcohol (IPA) (99.5%, Sigma-Aldrich) and 10 mM of molybdenum (V) chloride (MoCl5, Alfa Aesar) in IPA were firstly prepared. Mixture solutions of both precursors with different volume ratios were prepared.
The MoFe alloy was synthesized and deposited on GO-coated FTO by means of DPR. Briefly, 8 µl of the mixture solutions were dropped onto the surfaces of the GO-coated FTO electrodes. Next, the samples were dried on the substrate in a 70 °C oven for 15 min. Finally, the specimens were reduced using argon plasma under atmospheric pressure at a power of 150 W, a gas flow rate of 5 lpm, a treatment time of 15 min and a substrate moving speed of 5 m ms−1 as described in our earlier study (Omelianovych et al., 2016; Park et al., 2017a).
2.2 Characterization and measurements
The morphologies of the MoxFe1-x/RGO-coated FTO (0 ≤ x ≤ 1) CEs were investigated by using a high-resolution scanning electron microscope (HRSEM; Hitachi S-4800, Hitachi) and a transmission electron microscope (TEM; JEM-2100F HR, JEOL). For further confirmation of the formation of MoFe alloy on RGO as well as the elemental distribution in the MoFe, we performed HAADF-STEM-EDS measurement. The surface chemical state and electronic structure were determined using a Multilab 2000 spectrometer equipped with monochromatic Al Kα (1486.65 eV) X-ray radiation under a base pressure of 10−10 Torr. The binding energy scale was calibrated using the binding energy positions of the Au 4f7/2 core level at 83.98 eV.
3 Results and discussion
3.1 Characterization of the Mo0.5Fe0.5/RGO nanohybrid materials
Fig. 1(a) presents HRSEM image of the Mo0.5Fe0.5/RGO nanohybrid materials-coated FTO glass substrate. It was easily found that the Mo0.5Fe0.5 NPs were successfully immobilized on the RGO surfaces without any agglomerations. The reduction of GO to RGO through DPR was verified by X-ray photoelectron spectroscopy (XPS) and Raman analyses in our previous article (Dao et al., 2014) and XRD measurement (Sim et al., 2018). TEM measurements were taken to confirm the formation of the Mo0.5Fe0.5 alloy, the Mo0.5Fe0.5 nanoparticle (NP) size, and the size distribution, as presented in Fig. 1(b–d). Note that the NP size was determined from Fig. 1(b–d) using the ImageJ program. The size of MoFe carbide supported on nitrogen-doped graphene synthesized by chemical method and annealing at 800 °C was in the range of 5 to 20 nm (Chen et al., 2015). Our FeMo NPs were not only uniform, ranging from 2 to 6 nm in size, but were also well dispersed on the surface of the RGO (Fig. 1(b–d)). We also used the ImageJ program to calculate the lattice spacing from Fig. 1(d). It was found that the lattice spacing was 2.87 Å, which is in good agreement with the interplanar distance of 2.876 Å for the MoFe alloy as the Erbe et al.’ report (Genchev et al., 2017).
As shown in Fig. 2(a–f), the Energy dispersive X-ray spectroscopy (EDS) elemental mapping of the material also confirms the uniform distribution of the Mo and Fe, suggesting the formation of MoFe alloy on RGO. As shown in Fig. 2(g), the EDS spectra present the existence of Mo and Fe elements. The atomic ratio of Mo and Fe is 0.71:0.24. According to that, the chemical formula of MoxFey/RGO determined by EDS analysis is calculated to be Mo0.75Fe0.25/RGO.
XPS was further conducted to investigate the chemical composition of the developed nanohybrid materials. The obtained spectra results are recorded in Fig. 3. The fitting was done after a Shirley and Tougaard backgrounds subtraction on the fitting interval. We found that there existed three Fe oxidation states including Fe0, Fe2+, and Fe3+, which corresponded to the Fe@Fe3O4 structure (Fig. 3a). The obtained results are in good agreement with our previous works (Omelianovych et al., 2016; Sim et al., 2018). The deconvolution of variations of the Mo oxidation states was Mo0 and Mo4+ and Mo2x+ (Fig. 3b), which corresponded to the Mo@MoOx structure. These results are in good agreement with our previous work (Park et al., 2017a). The results also indicate that the MoFe alloy on the RGO surface was in the oxidized state. We also found that the chemical formula of Mo0.5Fe0.5/RGO determined by XPS analysis (Fig. S1) is found to be Mo0.72Fe0.28/RGO, which is in line with EDS performance. The obtained molar ratios of Mo and Fe in the precursor solutions are slightly different from the actual atomic ratios of Mo and Fe in the corresponding MoFe NPs.
3.2 Optimization of nanohybrid counter electrodes for highly efficient DSCs
3.2.1 High-resolution scanning electron microscopy measurements
Fig. 4a shows the graphene-coated FTO electrode which has a 3D network structure with a graphene flake size in the range of 100 nm to 500 nm. Fig. 4(b–h) present MoxFe1-x (0 ≤ x ≤ 1) alloys with different volume ratios of precursors under DPR. It was easily found that the MoxFe1-x (0 ≤ x ≤ 1) alloys were immobilized on graphene flake surfaces without any agglomerations. We could not find the difference in the particle sizes for the samples prepared by different volume ratios of precursors under DPR. However, the formation of NPs on RGO surface is beneficial for reducing the diffusion impedance (Zw) (Li et al., 2010). This is due to the triiodide ions can be rapidly reduced to iodide ions under catalysis of MoxFe1-x (0 ≤ x ≤ 1) alloys to accelerate diffusion of triiodide ions (Li et al., 2010).
The intrinsic electrocatalytic activities of the CEs were evaluated by cyclic voltammograms (CVs) using a three-electrode system, as shown in Fig. 5(a). The values of the reduction currents (Jred) and the peak-to-peak separations (ΔE) were determined to estimate the catalytic activities of the electrodes. The calculated results are presented in Table 1. As can be seen, the |Jred| value increased with an increase in the volume content of the Mo precursors in the binary solution from 0% to 70%, whereas it decreased with further increases in the volume content of Mo precursors in a binary solution. The highest |Jred| value was 1.375 mA for the Mo0.7Fe0.3/RGO electrode. The obtained results indicate that the highest diffusion current of ions was found for Mo0.7Fe0.3/RGO electrode (Xiao and Han, 2015). Furthermore, it also demonstrated the lowest Zw and the largest surface active area were obtained for Mo0.7Fe0.3/RGO electrode among of electrodes (Jeong et al., 2012). It is known that the ratio of |oxidation current (Joxd)/Jred| presents the reversibility of the redox reaction toward I-/I3- (Tributsch, 2004). The values obtained for different electrodes are presented in Table S1 (Supporting Information). All |Joxd/Jred| values with different electrodes are close to 1.0. The obtained results indicate a more reversible redox reaction for I3− ↔ I−, resulting in improved long-term stability (He et al., 2014). In order to verify the stability of the electrodes, we carried out measurements of the CV curves over time of the redox system for one electrode. The results are presented in Fig. 5(b). The values of Jred and the Joxd were extracted from the experimental current–voltage curves recorded over 100 cycles (Figs. S2–S8, Supporting Information). It is clearly seen that the MoxFe1−x (0 ≤ x ≤ 1) alloys/RGO nanohybrid CEs did not exhibit noticeable changes in the values of Jred and Joxd over 100 cycles. The results indicate that there was no degradation of the nanohybrids and no detachment of the films from the FTO glass, suggesting a better corrosion resistance in the iodine-based electrolyte (Huang et al., 2015). These results demonstrate the high stability of the MoxFe1-x (0 ≤ x ≤ 1) alloys/RGO films under electrochemical reaction conditions.
| Counter electrode | |Jred| (mA) | ΔE (mV) | Rtrns (Ω) | Rct (Ω) |
|---|---|---|---|---|
| Mo0Fe1/RGO | 1.252 | 380 | 1.57 | 8.84 |
| Mo0.1Fe0.9/RGO | 1.260 | 380 | 1.25 | 11.81 |
| Mo0.3Fe0.7/RGO | 1.353 | 380 | 1.19 | 7.65 |
| Mo0.5Fe0.5/RGO | 1.356 | 375 | 0.53 | 1.32 |
| Mo0.7Fe0.3/RGO | 1.375 | 350 | 0.40 | 0.11 |
| Mo0.9Fe0.1/RGO | 1.225 | 360 | 0.92 | 5.48 |
| Mo1Fe0/RGO | 1.127 | 365 | 1.18 | 11.42 |
|Ired|: absolute value of the redox current peak (I3− + 2e− → 3I−).
ΔE: peak-to-peak separation.
Rct: charge-transfer resistance.
Rtrns: electron transport resistance in the graphene layer.
The ΔE value is another important to reflect the electrocatalytic activities of the CEs that is inversely proportional to the standard electrochemical rate constant of a redox reaction (Zheng et al., 2014). Accordingly, a small ΔE means a rapid reduction of triiodide ions, which is important for accelerating dye regeneration. This enhances electron injection and thus the accumulation of electron density in the conduction band of TiO2, resulting in a large photocurrent density (Jsc) (Zheng et al., 2014; 2017; Li et al., 2018). The ΔE values are extracted from CV and listed in Table 1. It was found that the smallest ΔE value was obtained for Mo0.7Fe0.3/RGO electrode. There is no significant difference in ΔE values with other electrodes. The observations of the CV curves were in good agreement with the Rct levels, the open-circuit voltages (Voc) and Jsc recorded for the DSCs (Dao, 2017).
To further investigate the charge transfer process at the electrolyte-electrode interface, we conducted EIS studies, as shown in Fig. 6(a and b). Note that the EIS measurements were conducted using different symmetrical dummy cells fabricated with two identical MoxFe1-x/RGO electrodes. The equivalent circuit, which was used to fit the spectra with the Z-view software, is depicted in the inset of Fig. 6(b). It was recorded that there are three semicircles in the extended equivalent circuit. The first one was described at a high-frequency semicircle for electron transport resistance in the graphene layer (Rtrns) and constant phase element in the graphene layer (CPEtrap). The second one, a middle semicircle, is attributed to the charge transfer resistance at the electrode/electrolyte interface (Rct) and constant phase element at the electrode/electrolyte interface (CPEdl). The last one, a low-frequency semicircle, is attributed to the Warburg impedance (W) (Kwon et al., 2012). The extended equivalent circuit also indicates the lower value of CPEtrap compared with CPEdl because the trap sites only partially occupy the surface, as shown in Table S2 (Supporting Information). Simulated data of EIS spectra calculated by equivalent circuits are listed in Table 1.
As can be seen in Table 1, Rtrns values of the reference electrodes are 1.57 and 1.18 Ω for Mo0Fe1/RGO and Mo1Fe0/RGO electrodes, respectively. The Rtrns becomes small when the volume ratio of Mo to Fe is increased from 0:1 to 0.7:0.3 and it becomes larger with further increases in the volume ratio of Mo and Fe from 0.7:0.3 to 1:0. Rhee et al. reported that the Rtrns is inversely proportional to electrode conductivity (Kwon et al., 2012). It was expected that the electrode conductivity becomes high when the volume ratio of Mo to Fe is increased from 0:1 to 0.7:0.3 and it becomes low with further increases in the volume ratio of Mo and Fe from 0.7:0.3 to 1:0. As a result, the highest electron conductivity was obtained for Mo0.7Fe0.3/RGO electrode. The reason for the increased conductivity of nanohybrid films is the synergistic effect of graphene with the deposited NPs (Dao et al., 2015).
Table 1 also presents the change in Rct for all CEs under study. The change in conductivity displays the synergistic effect of graphene with the deposited MoxFe1-x (0 ≤ x ≤ 1) NPs. Given that the Rct at the interface between the Mo0.7Fe0.3/RGO CE and the electrolyte is the minimum value among the CEs because the synergistic effect of graphene with the Mo0.7Fe0.3 NPs was stronger than the effects of graphene with the other alloys. As can be seen in Table 1 and Table S2 (Supporting Information), the Rct values followed the sequence of Mo0.7Fe0.3/RGO (0.11 Ω) < Mo0.5Fe0.5/RGO (1.32 Ω) < Mo0.9Fe0.1/RGO (5.48 Ω) < Mo0.3Fe0.7/RGO (7.65vΩ) < Mo0Fe1/RGO (8.84 Ω) < Mo1Fe0/RGO (11.42 Ω) < Mo0.1Fe0.9/RGO (11.81 Ω). The obtained results indicate the reaction rate for the reduction of triiodide ions followed the sequence of Mo0.7Fe0.3/RGO > Mo0.5Fe0.5/RGO > Mo0.9Fe0.1/RGO > Mo0.3Fe0.7/RGO > Mo0Fe1/RGO > Mo1Fe0/RGO > Mo0.1Fe0.9/RGO. This trend was further confirmed by the change in the electron lifetime (τ) data for the triiodide ion reduction (τ = 1/2πfmax, where fmax is the peak frequency in the Bode EIS plots) and the exchange current density (Jo = RT/nFRct, where R, T, n, and F are the gas constant, absolute temperature, number of electrons involved in the reduction of iodide electrolyte, and Faraday’s constant, respectively, in Tafel measurements), as shown in Fig. 6(c) for the Bode EIS plots and Fig. 6(d) for the Tafel curves. Analyses of the Bode EIS plots and Tafel measurements revealed that the trends of the fmax and Jo values followed the sequence of Mo0.7Fe0.3/RGO < Mo0.5Fe0.5/RGO < Mo0.9Fe0.1/RGO < Mo0.3Fe0.7/RGO < Mo0Fe1/RGO < Mo1Fe0/RGO < Mo0.1Fe0.9/RGO. The obtained results indicate the trends associated with the values of τ and Jo were similar to that found for the Rct values.
To correlate the properties of the all developed catalysts with the photovoltaic (PV) characteristics of devices exploiting the developed nanohybrid materials as CEs, PV experiments were conducted. The J-V characteristics are described in Fig. 7(a), and the PV parameters are summarized in Table 2. It was found that the efficiencies become high when the volume ratio of Mo to Fe is increased from 0:1 to 0.7:0.3 and it becomes low with further increases in the volume ratio of Mo and Fe from 0.7:0.3 to 1:0. The highest efficiency was 5.44% for device assembled with Mo0.7Fe0.3/RGO electrode. This efficiency is also higher than that of the cell using Pt electrode (5.36%), as shown in Figs. S9, S10 (Supporting Information). Note that the efficiency of the cell using RGO is 1.26%. The efficiency of the cells fabricated with the Mo0Fe1/RGO and Mo1Fe0/RGO CEs showed the similar values of 4.53%. The efficiencies of DSCs fabricated by various graphene CEs in other studies are presented in Table S3 (Supporting Information). As shown in Table S3, the obtained efficiency was higher than those of cells using RGO (Zhang et al., 2016), Ni/graphene (2.39%), Ni0.75Cu0.25-decorated graphene (5.1%), Ni0.6Cu0.4-decorated graphene (2.87%), Cu0.75Ni0.25-decorated graphene (1.24%) (Motlak et al., 2015), FeNi/RGO (Sim et al., 2018), FeSn/RGO (Oh et al., 2018). It was comparable to cells using CoPd/RGO (Oh et al., 2017), CoNi/RGO (Park et al., 2017b), but still lower than those of devices using Pt-based alloy/RGO CEs (Dao et al., 2017, 2016; Yoon et al., 2016; Jin et al., 2016). The change in the Voc values was explained by the change in ΔE (Dao et al., 2011) and the recombination of the conduction band electrons with ions in the redox electrolyte (Dao, 2017) because the rate of recombination is second order in I3- concentration, which is attributed to the disproportionation reaction 2I2 → I3− + I− with I2 as the electron acceptor in the back-reaction (Huang et al., 1997). Note that, the positive shift in the I3-/I- redox energy level results in the decrease of Voc in DSCs. Accordingly, a decrease in ΔE means an increase in Voc.
| Counter electrode | Jsc (mA cm−2) | Voc (mV) | FF (%) | η (%) |
|---|---|---|---|---|
| Mo0Fe1/RGO | 11.59 | 630 | 62.24 | 4.54 |
| Mo0.1Fe0.9/RGO | 12.06 | 635 | 62.09 | 4.76 |
| Mo0.3Fe0.7/RGO | 12.72 | 635 | 62.41 | 5.04 |
| Mo0.5Fe0.5/RGO | 13.06 | 635 | 62.8 | 5.21 |
| Mo0.7Fe0.3/RGO | 13.67 | 635 | 62.69 | 5.44 |
| Mo0.9Fe0.1/RGO | 10.48 | 690 | 66.35 | 4.80 |
| Mo1Fe0/RGO | 10.29 | 670 | 65.76 | 4.53 |
Fig. 7(b) shows the dark current of DSCs based on different CEs at a high forward bias. Yun et al. reported that a slightly lower dark current could contribute to a relatively low Voc in the device (Yun et al., 2013). The dark current of all DSCs did not show any abnormal differences. The obtained results indicated that the developed materials would not react with the I-/I3- electrolyte (Yun et al., 2013). The obtained results are in good agreement with the J-V characteristics. The enhancement of the Jsc values could be ascribed to the enhanced catalytic activity of the developed CEs (Dao and Choi, 2016) and to the decreases in the Zw levels of the developed CEs (Li et al., 2011). To confirm the improvement in the Jsc value, incident photon-to-current efficiency (IPCE) performance tests were conducted, as depicted in Fig. 7(c). It was found that the current density of the devices for the Mo0Fe1/RGO, Mo0.7Fe0.3/RGO, and Mo0.9Fe0.1/RGO CEs were 11.15, 13.01 and 12.87 mA cm−2, respectively. The calculated integral currents are in good agreement with the Jsc values. Therefore, this result is well aligned with the SEM, CV, EIS, and Tafel measurements.
4 Conclusions
In this work, MoFe alloy decorated RGO nanohybrids was successfully synthesized with various volume ratios of Mo to Fe precursors using DPR at a low temperature and under atmospheric pressure and firstly introduced as the electrocatalyst for CEs in DSCs. TEM measurements confirmed the formation of MoFe alloy on RGO surface. The lattice spacing of MoFe was 2.87 Å, which is in agreement with the interplanar distance of 2.876 Å for the MoFe crystals. All bimetallic MoFe NPs were stably immobilized on the RGO support with high-density surface coverage and high loading of NPs, which facilitated the transfer of electrons. Consequently, the Rtrns becomes small when the volume ratio of Mo to Fe is increased from 0:1 to 0.7:0.3 and it becomes larger with further increases in the volume ratio of Mo and Fe from 0.7:0.3 to 1:0. The catalytic activity of the electrodes followed the sequence of Mo0.7Fe0.3/RGO > Mo0.5Fe0.5/RGO > Mo0.9Fe0.1/RGO > Mo0.3Fe0.7/RGO > Mo0Fe1/RGO > Mo1Fe0/RGO > Mo0.1Fe0.9/RGO. Accordingly, the efficiencies followed the sequence of Mo0.7Fe0.3/RGO (5.44%) > Mo0.5Fe0.5/RGO (5.21%) > Mo0.3Fe0.7/RGO (5.04%) > Mo0.9Fe0.1/RGO (4.80%) > Mo0.1Fe0.9/RGO (4.76%) > Mo0Fe1/RGO (4.54%) > Mo1Fe0/RGO (4.53%). Furthermore, the developed CEs presented ultrahigh stability with iodide as an electrolyte. Thus, this work presents a novel MoFe alloy/RGO nanohybrid, which is a promising CE material for DSC as well as an efficient catalyst for methanol oxidation and oxygen reduction reactions.
Acknowledgments
This research was supported by the Korea Research Fellowship Program (2015H1D3A1061830) and by a grant from the National Research Foundation (NRF) (NRF-2017R1A2B2001911). These are all funded by the Ministry of Science and ICT through the National Research Foundation of Korea.
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Appendix A
Supplementary material
Supplementary data associated with this article can be found, in the online version, at https://doi.org/10.1016/j.arabjc.2018.05.006.
Appendix A
Supplementary material
Supplementary data 1
Supplementary data 1
