Preprint
Article

Study on the Influence of Koh Wet Treatment on Red μLEDs

Altmetrics

Downloads

110

Views

25

Comments

0

A peer-reviewed article of this preprint also exists.

This version is not peer-reviewed

Submitted:

31 October 2023

Posted:

31 October 2023

You are already at the latest version

Alerts
Abstract
InGaN-based red micro light-emitting diodes (µLEDs) of different sizes prepared in this work. The red GaN epilayers were grown on a 4-inch sapphire substrate through metal organic chemical vapor deposition (MOCVD). Etching, sidewall treatment, and p- and n- contact deposition was involved in the fabrication process. Initially, the etching process would cause undesirable damages to the GaN sidewalls, which leads to an increase in leakage current. Hence, we employed KOH wet treatment to rectify the defects on the sidewalls and conducted a comparative and systematic analysis on electrical as well as optical properties. We observed that the µLEDs with a size of 5µm exhibited substantial leakage current, which was effectively mitigated by the application of KOH wet treatment. In terms of optical performance, the arrays with KOH demonstrated improved Light Output Power (LOP). Additionally, while photoelectric performance exhibited a decline with increasing current density, the devices treated with KOH consistently outperformed their counterparts in terms of optoelectronic efficiency. It is noteworthy that the optimized devices displayed enhanced photoelectric characteristics without significantly altering their original peak wavelength and FWHM. Our findings point to the elimination of surface non-radiative recombination by KOH wet treatment, thereby enhancing the performance of small-sized red µLEDs which has significant potential in realizing full-color micro-displays in near-eye projection applications.
Keywords: 
Subject: Chemistry and Materials Science  -   Electronic, Optical and Magnetic Materials

1. Introduction

III-nitride semiconductors, owing to their direct bandgap structure, have the capability to span a broad spectral range encompassing deep ultraviolet through near-infrared regions with alloy compositions.[1,2] The remarkable achievement of III-nitride semiconductors lies in the innovation and maturation of highly efficient InGaN-based blue and green light-emitting diodes (LEDs),[3,4] which have undergone commercial production for several years and have found extensive utilization in lighting and display applications.[5]
With the continuous advancement of research on LEDs by researchers, up to the present, InGaN-based micro-light-emitting diode (µLED) is considered to be the most promising next-generation display technology, which has greater advantages over liquid crystal display (LCD) and organic LED (OLED) in terms of brightness, resolution, contrast, power consumption, reliability, response speed and thermal stability. [6] As a result, it is now the ideal solution for numerous applications such as virtual reality (VR) and augmented reality (AR). [7]
At present, most blue and green LEDs employ InGaN materials, while red LEDs utilize AlGaInP. Larger AlGaInP red LEDs are highly efficient with a wall-plug efficiency (WPE) exceeding 50% under simulation, but their efficiency drops significantly when scaled down to µLEDs range due to increased surface recombination and longer carrier diffusion lengths. [8] AlGaInP red LEDs are also sensitive to temperature changes, which can cause efficiency losses due to carrier leakage. [9] Integrating RGB μLEDs leads to mismatched light distribution between InGaN and AlGaInP, resulting in undesirable color shifts at different angles for micro-displays. Therefore, extending the emission wavelength of InGaN-based LEDs from blue/green to red offers a promising alternative to AlGaInP for micro-displays.[10]
However, the development of µLEDs still faces a substantial number of challenges. Among them, the fabrication of InGaN-based red µLED is essential to achieve homogeneous and integrated full-color displays. On the other hand, the size reduction tends to cause a large impact on device performance. The rise in the body-to-surface area ratio of µLEDs as their size diminishes significantly affects their efficiency and leakage current. This phenomenon is attributed to the sidewall effect, which is induced by the plasma dry etching process, resulting in increased damage density and an elevated density of Shockley-Read-Hall (SRH) non-radiative recombination centers.[11] Therefore, to improve the performance of small-sized red µLEDs, sidewall treatment is crucial in the device fabrication process.
There are currently two main types of treatments available to reduce sidewall effect. One is the different types of aqueous solutions, which includes KOH, tetramethylammonium hydroxide (TMAH), H3PO4.[12] Yang et al. discovered that subjecting GaN-based LEDs to a 20% KOH treatment for 60 minutes at 100℃ can effectively optimize forward turn-on characteristics and suppress leakage currents.[13] Wong et al. demonstrated that the combination of KOH chemical treatment and ALD sidewall passivation can effectively reduce the SRH non-radiative recombination and surface recombination caused by plasma damage by presenting the peak EQE (22-25% at 5-15 Acm-2) of the blue InGaN LEDs (sizes range from 10 - 100µm).[14] Sun et al. studied that tetramethylammonium hydroxide (TMAH) wet treatment optimized the micro trench at the bottom corner of the mesa sidewall.[15] Mahitosh et al. improved the internal quantum efficiency of the near-band-edge emission peak from 3% to 7% through phosphoric acid.[16] The other type of treatment is by dielectric materials passivation, which includes but not limited to SiO2, SiNx, and Al2O3. [12] Hsu et al. used a hybrid SiO2 micro/nanospheres antireflection coating to obtain lower leakage current and achieve 18.7% improvement of the light output power.[17]. Even for passivation layers of the same material, the use of different processes can have different effects on the performance of the LEDs. LEE et al. conducted an investigation demonstrating that the ALD-Al2O3/PECVD-SiO2 passivation layer exhibits superior performance in suppressing sidewall effects compared to the PECVD-SiO2 layer alone. Furthermore, at lower current densities, the double passivation layer achieves peak external quantum efficiency, surpassing that of the single-layer counterparts. [18] Chevtchenko et al. proved that a reduction of the leakage current can be observed after SiNx passivation, and the passivation eliminate surface states and surface recombination.[19] Kim et al. applied AlN/Al2O3 deposition on p-GaN to acquire LEDs with higher light-emission efficiency and the minimized leakage current.[20]
In this research, red InGaN-based µLED arrays with different sizes (5µm×5µm, 10µm×10µm, 15µm×15µm, 20µm×20µm) were successfully fabricated, based on which we systematically investigated the effects of with or without KOH treatment on the sidewalls. Electrical and optical performances were characterized through scanning electron microscope (SEM), current-voltage curves and Electroluminescence (EL) to evaluate the performance.

2. Materials and Methods

The red LEDs arrays were fabricated on GaN epi layers, which were grown on 4-inch sapphire substrate by Metal-organic chemical vapor deposition (MOCVD) method by Suzhou Hanhua Semiconductors Ltd.. The device structure ensures the light is reflected towards substrate direction during optical measurement, and the detailed fabrication processes are described below.
Initially, to remove the contaminations on the surface of the wafers, organically and acid cleaning is necessary. Subsequently, a 20 nm thick NiAu layer is deposited on the p-GaN using electron beam evaporation, followed by an annealing process in an oxygen atmosphere at 550℃ for 1 minute to facilitate the formation of improved ohmic contacts. For mesa formation, photolithography is employed in conjunction with an 800 nm thick silicon dioxide (SiO2) hard mask. The SiO2 hard mask is grown by plasma-enhanced chemical vapor deposition (PECVD), followed by patterning, and etching of SiO2 using Fluorine-based inductively coupled plasma (ICP) etching technique. LED mesa is formed by chlorine-based inductively coupled plasma reactive ion etching process reaching n-GaN layer. Then selected wafers have sidewall treatment done by soaking in KOH solution at 80℃ for 3 minutes. The SiO2 hard mask serves to preserve the integrity of the top surface of the device's p-GaN, including the NiAu layer. After that, n-contacts grid pattern is deposited on n-GaN surface between LEDs. Subsequently, a 2.5µm thick SiO2 passivation layer is deposited, and the wafer surface is planarized by chemical mechanical polishing (CMP) process, concurrently reducing the thickness of the SiO2 to 200 nm, followed with via process to open p-metal of each LED. Following this, an etching process is employed to remove the SiO2 layer on the n-pad, ensuring that the n-pad is exposed for subsequent electrical and optical measurement purposes. In each array that contains tens of thousands of LEDs, we put down anodes grid consisting of TiAl, which is deposited by sputtering, to shot the p-contact of all pixels to facilitate the electrical and optical measurement by driving them together. The sizes of the LEDs in different array include 5µm×5µm, 10µm×10µm, 15µm×15µm, 20µm×20µm. The cross section structure of the array is illustrated in Figure 1.

3. Results

In the PL (Photoluminescence) testing conducted at room temperature with a laser wavelength of 405nm, we obtained photoluminescence images of the entire epi wafer surface. As is shown in Figure 2, these images reveal the distribution of Wp (peak wavelength) and FWHM (full width at half maximum) in different regions, thereby providing spatial distribution information about the material properties within the epi wafer. In the figure, it is observed that the Wp of both epi wafers is centered at 673 nm. Furthermore, the FWHM of the epi wafer intended for the KOH wet treatment is concentrated at 87 nm, while the FWHM for the other wafer is centered at 90 nm. These two epi wafers exhibit similar characteristics. By analyzing the PL mapping figure, we can observe that these two epi wafers exhibit good uniformity in terms of Wp and FWHM, which meets our requirements for utilizing them in subsequent process.
Figure 3 presents the EL (Electroluminescence) spectral data of the epi wafers obtained at an injection current of 109 mA. The blue line represents the epitaxial wafer intended for subsequent KOH sidewall treatment, while the red line represents the epi wafer that will not undergo KOH wet treatment. In the figure, we observe that the properties of these two epi wafers are similar, with comparable values for Wp and FWHM, showing minimal differences. Therefore, these two epi wafers can be further processed, effectively controlling variables for subsequent comparisons of various properties.
Figure 4a,b are scanning electron microscope (SEM) images for a comparison between the LED mesa with KOH wet treatment and the one without. In this context, we have selected a mesa with a size of 20µm for our illustrative example. From the figure, it is obvious that after the dry etching process, the GaN sidewalls exhibit a significantly roughened texture. In contrast, after wet KOH etching, the GaN sidewalls appear considerably smoother, indicating an effective removal of sidewall GaN material This treatment serves to the reduction on the density of leakage path on the sidewalls.
Figure 5 shows the current-voltage (I-V) curves of array devices of different sizes with or without KOH wet etching. Figure 5a displays the I-V curves for an array device comprising 10,000 pixels. In this array, the individual LED size is 20µm. The blue line represents the group in which KOH sidewall etching was performed, while the red line corresponds to the control group, which did not undergo KOH etching. In terms of leakage current, we find that at -5V, the leakage current density without KOH is 0.2965 A/cm², and the leakage current density with KOH wet treatment is 0.0131 A/cm² which is obviously lower. Similar trends are observed on all arrays in different sizes: 0.007 A/cm², 0.0012 A/cm², 0.0057 A/cm² for 15µm, 10µm and 5µm size pixels with KOH treatment, and 0.0144 A/cm2, 0.0057 A/cm², and 0.6652 A/cm² for the same size pixels without treatment. This indicates that KOH sidewall wet etching can well eliminate the defects caused during dry etching, allowing the leakage current to be reduced to an ideal state.
In the presented data, the effectiveness of KOH wet etching in mitigating leakage current is evident across a range of device sizes. Furthermore, there exists a substantial correlation between the density of leakage current and device size. Specifically, for smaller-sized LEDs, as their dimensions decrease, the body-to-surface area ratio steadily increases. Consequently, this heightened ratio leads to an augmentation in surface states within the LED structure. Surface states, in this context, refer to electronic states positioned within or near the energy bandgap or band edges, capable of capturing and releasing charge carriers, such as electrons. In the case of smaller-sized LEDs, the relatively larger surface area compared to volume facilitates a more pronounced influence of these surface states on electron dynamics. This influence results in an increase in leakage current density. Remarkably, at a dimension of 5µm, the LED array exhibits the highest leakage current density. However, KOH wet treatment to the sidewalls significantly ameliorates this issue, elevating the leakage current density to a level commensurate with arrays of other sizes. This improvement arises primarily from the ability of KOH wet etching to optimize the removal of damage, defects, and impurities introduced during dry etching processes. This optimization reduces lattice imperfections, refines electric field distribution, diminishes electron scattering in proximity to sidewalls, and minimizes leakage pathways. KOH wet etching serves to lower surface state density, further reducing the impact of surface states on electron behavior, thus contributing to the reduction of leakage current.
Figure 6 shows the EL spectra obtained at injection current of 200 mA for different-sized arrays, where Wp and FWHM can be obtained for cases with (Figure 6a) and without (Figure 6b) KOH treatment. From the figures, we see the Wp consistently exceeds 632 nm, with FWHM ranging within approximately 60 nm. Comparing the epi wafer data in Figure 3, we observe that after device processing, Wp and FWHM have not undergone significant changes. This indicates that our device processing has not adversely affected the material's inherent performance. Notably, neither Wp nor FWHM exhibits any significant trends resulting from KOH wet treatment. Furthermore, both pictures show that at the same injection current, a reduction in size corresponds to a decrease in Wp. The underlying cause of this phenomenon is the blue shift at higher injection current density.
To further investigate the bule shift effect, we also tested the relationship between Wp and current for four different sizes, as shown in Figure 7, where the blue and red curve represents with KOH and without KOH treatment, respectively. From those data, it can be seen that under increased current, arrays of varying sizes and processing methods all exhibit a blue shift phenomenon. The change of Wp from injection current of 100mA to 300mA (approximately from 1.11 A/cm² to 30 A/cm²) usually is within 3-8 nm, regardless the size of pixel. Furthermore, there appears to be no significant correlation between blue shift in Wp and the application of KOH wet etching. We believe it is mostly dependent on the red LED epitaxy structures rather than on device fabrication process. Usually, the blue shift in GaN based LED is the result of the screening in the quantum-confined Stark effect (QCSE) and band filling effects,[21] which is especially obvious in high In-concentration for long wavelength MQW structure. The LED wafer we used for this study contains complicated stress relief structures beneath the active region. Compared with other commercially available red GaN epi, our structure shows much elevated performance in terms of blue shift reduction.
Figure 8 provides a comparison on Luminous Output Power (LOP) of µLEDs between arrays with different sizes. In each figure, the blue curve represents the trends in LOP for arrays subjected to KOH wet treatment, while the red curve signifies the trends for arrays without KOH. The figures clearly indicate that as the injection current density increases, the LOP of LEDs with different sizes and processing methods exhibits a consistent and monotonic increase. Furthermore, it is evident from the figures that arrays with KOH display higher LOP compared to those without this treatment. We propose that this occurrence is due to the reduced leakage current in arrays with KOH and it allows a more efficient conversion from electrical power into optical power. This suggests that the KOH wet treatment, by modifying the sidewalls and reducing non-radiative recombination centers, can effectively enhance the optical performance of µLEDs.
In order to verify the EL (electroluminescent) efficiency of the device, we measured the efficiency droop for 10µm size µLED array and the result is shown in Figure 9. It is important to note that the efficiency is presented as a relative value rather than an absolute one, so it is only meaningful in comparing the efficiency between devices in same geometry. The blue curves represent trends observed in arrays with KOH wet treatment, while the red curves represent trends in arrays without KOH. This figure obviously demonstrates that, as the current density steadily increases, electroluminescent efficiency gradually decreases. We attribute this phenomenon to the increased rate on non-radiative recombination as the injected carrier density goes higher. It is well-known as the efficiency droop effects observed in all InGaN-based LEDs. It is noteworthy that, following KOH wet treatment, although the LED efficiency surpasses that of ones without KOH treatment, but it is also drops faster as current goes higher. This observation suggests that the cause for the droop is less likely originated from the surface defect, but more related with material defect lies in the epi structure.

4. Conclusions

In our study, we have successfully fabricated red µLEDs array with sizes ranging from 5 µm to 20 µm and demonstrated that their optoelectronic performance can be enhanced by KOH wet treatment on pixel sidewalls. The KOH wet treatment, manifest obvious morphology changes on sidewalls and significant reductions in leakage current. The extent of improvement is more pronounced for smaller-sized µLEDs, particularly those with a size of 5 µm.
  • Regarding optical performance, Wp and FWHM remained largely unaffected by different sizes and treatment. Meanwhile, LOP exhibited a monotonic increase with rising current density. Very minimum Wp blue shift is observed on those different size arrays, indicate superb epi-quality from our MOCVD growth. However, in terms of electroluminescent efficiency, although the efficiency for the treated array is better than the non-treated counterpart, it also drops faster. This suggests that the KOH wet treatment to the µLED pixel sidewalls has great potential to be applied in the device fabrication process to suppress surface non-radiative recombination and to improve the optical performance. The efficiency droop is more likely to be related with epi defects, which need extra attention in epi-structure design and growth optimization. In this study, with the successful fabrication of small-sized red µLEDs and the optimization by KOH wet treatment of the processes, this provides support and impetus for expanding their application areas and enhancing display and lighting quality. We hope that in the future, this technology is expected to mature further, leading to improved production.

Author Contributions

Conceptualization, Shuhan Zhang and Xing Gu; Data curation, Shuhan Zhang and Xing Gu; Funding acquisition, Xing Gu; Investigation, Qian Fan, Xianfeng Ni and Li Tao; Resources, Qian Fan, Xianfeng Ni and Li Tao; Visualization, Shuhan Zhang; Writing – original draft, Shuhan Zhang; Writing – review & editing, Xing Gu.

Funding

This research was funded by the National Nature Science Foundation of China, grant number 62074033 and 92164102.

Data Availability Statement

Not applicable.

Acknowledgments

The authors would like to thank Maxwell QH from Dulwich College Suzhou for his contribution to the English language and style in this work.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Kneissl, M.; et al. The emergence and prospects of deep-ultraviolet light-emitting diode technologies. Nature Photonics 2019, 13, 233–244. [Google Scholar] [CrossRef]
  2. Damilano, B.; Gil, B. Yellow-red emission from (Ga,In)N heterostructures. Journal of Physics D-Applied Physics 2015, 48. [Google Scholar] [CrossRef]
  3. Nakamura, S. Background Story of the Invention of Efficient InGaN Blue-Light-Emitting Diodes (Nobel Lecture). Angewandte Chemie-International Edition 2015, 54, 7770–7788. [Google Scholar] [CrossRef] [PubMed]
  4. Wu, Y.F.; et al. Full-Color Realization of Micro-LED Displays. Nanomaterials 2020, 10. [Google Scholar] [CrossRef]
  5. Wu, T.Z.; et al. Mini-LED and Micro-LED: Promising Candidates for the Next Generation Display Technology. Applied Sciences-Basel 2018, 8. [Google Scholar] [CrossRef]
  6. Zhou, X.J.; et al. Growth, transfer printing and colour conversion techniques towards full-colour micro-LED display. Progress in Quantum Electronics 2020, 71. [Google Scholar] [CrossRef]
  7. Pan, Z.J.; et al. A review of key technologies for epitaxy and chip process of micro light-emitting diodes in display application. Acta Physica Sinica 2020, 69. [Google Scholar] [CrossRef]
  8. Bulashevich, K.A.; Karpov, S.Y. Impact of surface recombination on efficiency of III-nitride light-emitting diodes. Physica Status Solidi-Rapid Research Letters 2016, 10, 480–484. [Google Scholar] [CrossRef]
  9. Oh, C.H.; Shim, J.I.; Shin, D.S. Current- and temperature-dependent efficiency droops in InGaN-based blue and AlGaInP-based red light-emitting diodes. Japanese Journal of Applied Physics 2019, 58. [Google Scholar] [CrossRef]
  10. Zhuang, Z.; Iida, D.; Ohkawa, K. InGaN-based red light-emitting diodes: from traditional to micro-LEDs. Japanese Journal of Applied Physics 2022, 61. [Google Scholar] [CrossRef]
  11. Olivier, F.; et al. Shockley-Read-Hall and Auger non-radiative recombination in GaN based LEDs: A size effect study. Applied Physics Letters 2017, 111. [Google Scholar] [CrossRef]
  12. Seong, T.Y.; Amano, H. Surface passivation of light emitting diodes: From nano-size to conventional mesa-etched devices. Surfaces and Interfaces 2020, 21. [Google Scholar] [CrossRef]
  13. Yang, Y.; Cao, X.A. Removing plasma-induced sidewall damage in GaN-based light-emitting diodes by annealing and wet chemical treatments. Journal of Vacuum Science & Technology B 2009, 27, 2337–2341. [Google Scholar]
  14. Wong, M.S.; et al. Size-independent peak efficiency of III-nitride micro-light-emitting-diodes using chemical treatment and sidewall passivation. Applied Physics Express 2019, 12. [Google Scholar] [CrossRef]
  15. Sun, Y.; et al. Optimization of Mesa Etch for a Quasi-Vertical GaN Schottky Barrier Diode (SBD) by Inductively Coupled Plasma (ICP) and Device Characteristics. Nanomaterials 2020, 10. [Google Scholar] [CrossRef] [PubMed]
  16. Biswas, M.; et al. Passivation of Surface States of AIGaN Nanowires Using H3PO4 Treatment To Enhance the Performance of UV-LEDs and Photoanodes. Acs Applied Nano Materials 2018, 1, 1968–1975. [Google Scholar] [CrossRef]
  17. Hsu, C.H.; et al. Study of GaN-Based LEDs With Hybrid SiO2 Microsphere/Nanosphere AntiReflection Coating as a Passivation Layer by a Rapid Convection Deposition. Ieee Transactions on Electron Devices 2017, 64, 1134–1139. [Google Scholar] [CrossRef]
  18. Lee, H.; et al. Improving the Leakage Characteristics and Efficiency of GaN-based Micro-Light-Emitting Diode with Optimized Passivation. Ecs Journal of Solid State Science and Technology 2020, 9. [Google Scholar] [CrossRef]
  19. Chevtchenko, S.A.; et al. Study of SiNx and SiO2 passivation of GaN surfaces. Journal of Applied Physics 2007, 101. [Google Scholar] [CrossRef]
  20. Kim, K.; et al. Efficiency enhancement of InGaN/GaN blue light-emitting diodes with top surface deposition of AlN/Al2O3. Nano Energy 2018, 43, 259–269. [Google Scholar] [CrossRef]
  21. Horng, R.H.; et al. Study on the effect of size on InGaN red micro-LEDs. Scientific Reports 2022, 12. [Google Scholar] [CrossRef] [PubMed]
Figure 1. Cross section structure of the µLED array used in this paper.
Figure 1. Cross section structure of the µLED array used in this paper.
Preprints 89215 g001
Figure 2. (a) PL mapping of Wp on the epi wafer to be treated with KOH at room temperature with a laser wavelength of 405 nm; (b) PL mapping of Wp on the epi wafer not to be treated with KOH at room temperature with a laser wavelength of 405 nm; (c) PL mapping of FWHM on the epi wafer to be treated with KOH at room temperature with a laser wavelength of 405 nm; (d) PL mapping of FWHM on the epi wafer not to be treated with KOH at room temperature with a laser wavelength of 405 nm.
Figure 2. (a) PL mapping of Wp on the epi wafer to be treated with KOH at room temperature with a laser wavelength of 405 nm; (b) PL mapping of Wp on the epi wafer not to be treated with KOH at room temperature with a laser wavelength of 405 nm; (c) PL mapping of FWHM on the epi wafer to be treated with KOH at room temperature with a laser wavelength of 405 nm; (d) PL mapping of FWHM on the epi wafer not to be treated with KOH at room temperature with a laser wavelength of 405 nm.
Preprints 89215 g002
Figure 3. Wp and FWHM of epi wafers under the injected current of 109 mA.
Figure 3. Wp and FWHM of epi wafers under the injected current of 109 mA.
Preprints 89215 g003
Figure 4. (a) SEM images of mesa of size 20 with KOH wet treatment; (b) SEM images of mesa with size 20µm without KOH treated.
Figure 4. (a) SEM images of mesa of size 20 with KOH wet treatment; (b) SEM images of mesa with size 20µm without KOH treated.
Preprints 89215 g004
Figure 5. I-V characteristic for arrays with different sizes.
Figure 5. I-V characteristic for arrays with different sizes.
Preprints 89215 g005
Figure 6. Wp and FWHM of arrays with different sizes and treatment under the injected current of 200 mA.
Figure 6. Wp and FWHM of arrays with different sizes and treatment under the injected current of 200 mA.
Preprints 89215 g006
Figure 7. Wp under different driving currents for arrays with different sizes.
Figure 7. Wp under different driving currents for arrays with different sizes.
Preprints 89215 g007
Figure 8. LOP under different driving currents for arrays with different sizes.
Figure 8. LOP under different driving currents for arrays with different sizes.
Preprints 89215 g008
Figure 9. Efficiency under different driving currents for arrays size of 10µm.
Figure 9. Efficiency under different driving currents for arrays size of 10µm.
Preprints 89215 g009
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.
Copyright: This open access article is published under a Creative Commons CC BY 4.0 license, which permit the free download, distribution, and reuse, provided that the author and preprint are cited in any reuse.
Prerpints.org logo

Preprints.org is a free preprint server supported by MDPI in Basel, Switzerland.

Subscribe

© 2024 MDPI (Basel, Switzerland) unless otherwise stated