Abstract
To achieve a high energy density for Li-ion batteries (LIBs) in a limited space, thick electrodes play an important role by minimizing passive component at the unit cell level and allowing higher active material loading within the same volume. Currently, the capacity of active materials is close to the theoretical capacity; therefore, thick electrodes provide the clearest solution for the development of high-energy-density batteries. However, further research is needed to resolve the electrochemical and mechanical instabilities inside the electrode owing to its increased thickness. This review summarizes the various methods and recent research aimed at fabricating electrodes with low-torsion and uniform pore structure for fast ion transport, based on an in-depth consideration of the challenges encountered in thick electrodes. In addition, future developments and research directions necessary to apply these methods to the industry are presented. This review will be a valuable milestone for manufacturing robust thick electrodes with high performance and for realizing ultrahigh-capacity/density batteries in the future.
1 Introduction
Li-ion batteries (LIBs) are manufactured in a wide range of sizes for different uses. Smaller batteries are used for small accessories, such as portable electronic devices and larger one’s for electric vehicles (EVs) and Energy Storage Systems (ESSs) that are employed in residential and industrial applications (; ). To ensure stable and efficient utilization of battery cells, it is common to use a module that combines several cells and further bundle these modules into a pack. A cell that serves as the smallest functional unit of a battery must possess high capacity per unit volume to deliver superior performance within the limited space constraints of EVs (; ).
With the increasing utilization of medium- and large-sized batteries, extensive research is being conducted to enhance their capacity, energy density, and stability. High energy densities can be achieved through two approaches. The first involves the development of novel battery materials with high specific capacities (; ; ; ; ; ; ). This is done by examining existing studies on next-generation battery materials. To date, substantial progress has been made in improving the energy density of Li-ion batteries, reaching a value of 300 W h kg-1 for short durations. This was accomplished by adopting high Ni cathode materials (Ni content of ≥80%), Si-based anodes, and high-voltage electrolytes to achieve high energy densities ≥350 W h kg-1 but maxing at 500 W h kg-1. Currently, research is focused on the development of new paradigm batteries with new systems and advanced materials, including Li-S, Li-O2, Li-CO2 (; ; ; ).
The second approach focuses on increasing the quantity of active materials within the battery electrodes (; ; ; ; ). Conventional LIBs used in EVs and ESSs are challenged with reduction of capacity per unit volume because of the increased utilization of non-energy storage components and number of modules and packs. Therefore, a key factor in enhancing battery performance is to reduce the presence of components unrelated to energy storage, such as current collectors and separators. As shown in Figure 1, when five batteries using cathodes and anodes with a thickness of 25 μm are stacked, the electrode component accounts for 56% of the total volume. However, in the case of a battery with the same volume, but using a 200 μm thick electrode, the electrode component occupies 88% of the total volume. This demonstrates that batteries with high-load thick electrodes can generate more energy within the same volume as conventional batteries (). Although active research has been conducted on Li metals and all-solid-state batteries (ASSBs), the removal of current collectors and separators, which play vital roles in batteries, remains challenging. Therefore, the capacity per unit volume can be increased without modifying the entire battery or increasing the number of non-energy storage components by adopting a thick electrode design to increase the amount of active material (; ; ; ).
FIGURE 1
Various methods have been explored, such as reducing the use of binders and conductive materials in conventional electrode manufacturing, and creating thick electrodes through stacking. However, there are physical limitations in stacking an electrode slurry beyond a certain thickness using existing electrode manufacturing techniques. The ratio of active materials, binders, and conductive materials used in electrode manufacturing, the amount of solvent and electrolyte, viscosity, and pressure inside the cell must be considered during cell operation (
Recent research on LIB electrodes has focused on suppressing electrode degradation during cycling and improving electronic and ionic conductivity. To achieve this, various approaches such as coating, doping, and optimizing the interaction with binders have been employed to mitigate structural damage. Studies have also been conducted on the use of 1–3D conductive materials to enhance electronic conductivity by forming conductive pathways between the electrode materials (
Therefore, this study focuses on providing a brief review on the structural design of thick electrodes to enhance Li-ion mobility. A deep and comprehensive understanding of the electrochemistry occurring in thick electrodes is essential for determining critical factors for its design and the logic behind it. Hence, this study also provides an overview of the electrochemical reaction imbalance resulting from the reduced Li-ion mobility in thick electrodes and a perspective to address this issue before introducing related research. Each strategy was designed to facilitate Li-ion movement and induce uniform electrochemical reactions by controlling the porosity, tortuosity, electroconductivity, and other factors. In each section, the feasibility with respect to the processability and influence on electrode stability, as well as the merits and demerits of each technique was investigated. Consequently, the disadvantages and advantages of thick electrodes based on the aforementioned contents were emphasized. Additionally, valuable insights into future research directions in which thick electrodes and manufacturing methods should be developed were also provided.
2 Challenges of thick electrodes
Electrodes, make up one of the four major components of a battery and are a source of energy. Much research has been conducted on this component to determine the theoretical capacity of the active materials among the electrode materials (
However, as the mass loading of the active materials increased, the electrode thickness increased. During the drying process, as the temperature increases the light conductive materials and binders rise to the top of the electrode, which results in the delamination of the current collector and low adhesion between the electrode materials, resulting in microcracks (
Kang et al. analyzed the degradation behavior of a high-loading NCM622 cathode during cycling (
FIGURE 2

Characteristics of thick electrodes and possible drawbacks. (A) Schematic diagram of electrode degradation in thick electrodes. (B) SEM images of top and bottom layer in thick electrodes after cycling. (A,B) Reproduced with permission from Elsevier (
Based on previous studies, during cycling in thick electrodes, it was confirmed that a gradient of Li-ion movement occurred. The reaction mainly occurred on the electrode surface, and the reaction in the bulk area decreased as the depth increased. The electrolyte surface reaction increased stress to the electrode active material and collapsed it, subsequently forming a non-uniform SEI, that reduces the electrochemical performance of the battery. Therefore, there is a need to induce a uniform electrochemical reaction, regardless of the depth of the electrode, by forming a path that allows the movement of the electrolyte inside the thick electrodes, as shown in Figure 2D. This implies that the electrode structure should be designed to reduce the tortuosity of the electrode and as a result, numerous studies on thick electrodes have been conducted for this purpose.
3 Design of thick electrodes
3.1 Pore structure design using templating method
To induce a uniform electrochemical reaction throughout thick electrodes, a structural design for electrolyte penetration is required. The template architecture clearly shows a vertically aligned pore structure and provides a solution to easily manufacture electrodes with low tortuosity. In this section, we briefly review previous approaches for the pore structure design of thick electrodes using different templating methods.
3.1.1 Ice-templating
Ice-templating utilizes the growth of ice crystals by freezing water (<0°C) to form ice columns, thereby forming the internal architecture of the electrodes. Water, unlike other substances, expands when it changes from a liquid to a solid state and this is because of the peculiarity of its crystal structure. Water molecules that reach the freezing point exhibit reduced molecular motion and form hexagonal ring-shaped crystal structures with empty spaces inside when hydrogen bonds are formed, resulting in an increase in volume. The ice crystals are then removed by drying, forming a porous structure within the electrode. These pores facilitate the movement of electrolytes and enhances Li-ion conductivity within the electrode. The ice-templating is utilized in the electrode architecture and has a considerable impact on electrolyte penetration and Li-ion diffusion. This method is primarily used for active materials that use deionized water as the solvent, such as LiMn2O4 or LiFePO4 (LFP) (
In a study conducted by Li et al. ice-templating was applied to NCM712, and an improved performance was observed compared with the conventional electrode. To utilize the ice-templating, an electrode using a water-soluble binder, carboxymethyl cellulose sodium (CMC-Na), was fabricated, instead of the commonly used PVdF binder. The tortuosity of the prepared electrode was 1.7, which was 1.5 lower than that of the conventional electrode (
FIGURE 3

Thick electrode pore structure design by different templating methods. (A) The fabrication diagram and SEM images of thick electrodes via ice-templating. Reproduced with permission from Wiley (
The prepared electrodes underwent structural formation by removing the ice through the ice-templating process after freezing in liquid nitrogen. The electrodes manufactured through ice-templating showed a porosity retention of approximately 90% or more, regardless of the depth; however, the stacked electrodes showed a decrease in porosity retention as the depth increased. Additionally, it is possible to set different porosities for the upper and lower parts of the electrode depending on the crystal growth direction. When the region with the lower porosity is positioned towards the separator, it results in a superior capacity (
3.1.2 Magnetic templating
Magnetic templating is a method for forming the internal architecture of an electrode. This is done by incorporating a magnetic material that can form an aligned structure in magnetic fields as an additive during the electrode slurry manufacturing process and applying a magnetic field during the casting or drying process. Representative magnetic materials include Fe2O3, Fe3O4, Co3O4, and Co, which can exist in a solvent as an emulsion or coated onto electrodes as active materials (
Sander et al. utilized magnetized nylon and magnetic fluid to create pore structures through the application of magnetic fields and the subsequent removal of magnetic materials, resulting in a porosity of 39% (
Magnetic templating offers various applications depending on the type and application method of the magnetized materials. This allows for the formation of an effective Li-ion transport pathway through the application of a magnetic field without the issues associated with water-based methods, such as phase inversion or ice-templating. However, there is a potential for negative effects on the electrode owing to the need for high-temperature treatments and the use of removers such as kerosene to remove the additives employed in the process. Therefore, it is important to consider magnetized materials that are unreactive or that can provide positive effects within the operating range of the battery.
3.1.3 Biomass templating
Biomass templating was inspired by the vertical movement of water and nutrients in the wood vessels of tree stems. Naturally structured wood provides not only low tortuosity but also high mechanical strength, abundant functional groups, and the potential for enhanced electronic conductivity through calcination. Therefore, research on wood-based thick electrodes with improved ion and electron mobilities is ongoing.
Chen et al. fabricated a LFP cathode with a thickness of 800 μm and a mass loading of 60 mg cm-2 using a wood-inspired carbon framework as shown in Figure 3C (
Biomass templating offers the advantage of providing pre-existing ion pathways for electrode fabrication. However, this raises concerns regarding environmental degradation owing to the use of naturally occurring wood. To address this issue, research should focus on developing carbon frameworks with similar structures, which would require optimization of industrial processes and mass production.
To summarize, the use of templates allows for detailed control over the shape, size, and orientation of the pore microstructure. The ice-templating method enables the formation of pore structures in electrodes that use water as a solvent, simply by varying the temperature conditions, and allows for the control of pore gradients based on the direction of the water crystal growth. Magnetic and biomass templating can be used to adjust the shape and size of pore architectures by selecting magnetized materials and templates. The template method can dramatically improve the Li-ion mobility of thick electrodes; however, it entails additional costs and cathode damage issues owing to changes in the existing process and post-processing of the template.
3.2 Pore structure design using non-templating
The template method yields a clear pore structure; however, the amount of active material is reduced by the proportion occupied by the template. To solve this problem, a method of utilizing the electrode manufacturing process through the introduction of additives without using a template or forming a pore architecture through post-treatment of the manufactured electrode was studied.
3.2.1 Bubble formation
The bubble formation method utilizes thermal decomposition of a foaming agent to induce bubble formation during electrode drying. Unlike previously described methods, the bubble formation method can generate pores during the drying process without the need for additional procedures. The viscosity of the slurry and the decomposition temperature are the main parameters that influence pore formation through bubble generation. Additionally, size control of the foaming agent offers the advantage of adjusting the channel diameter. Xiong et al. utilized NH4HCO3 as a foaming agent to induce bubble formation at 60 °C through the following reaction (
The formed bubbles were subsequently removed during the drying process, revealing cone-shaped pores, which were maintained even after the calendaring process with roll press equipment. Using this method, a thick NCM cathode with a mass loading of 30 mg cm-2 demonstrated a 7-fold increase in capacity compared to that of a conventional electrode (5.0 C). This indicated that the channels formed by the bubbles effectively served as electrolyte pathways (Figure 4A). Although few studies have reported the bubble formation method, it is possible to form pores under the temperature conditions of the drying process without considerable changes to the existing process. Notably, additional effects could be obtained depending on the type of foaming agent used.
FIGURE 4

Thick electrode pore structure design by non-templating methods. (A) The fabrication diagram and SEM images of thick electrodes using the bubble formation. Reproduced with permission from Wiley (
3.2.2 Laser patterning
Laser patterning is a method of forming vertical pore architecture in a manufactured electrode by direct etching using a laser. Unlike the methods mentioned earlier, which require the introduction of solvents, additives, or templates, laser patterning can be performed on manufactured electrodes without the need for process changes. This enabled the formation of pores with consistent spacing and thickness (
Kim et al. utilized a laser-patterning method to fabricate thick LCO cathodes with uniform micropores (thickness of 700 μm) and graphite anodes (thickness of 650 μm) (
Laser patterning offers the advantage of creating uniform pores in the fabricated electrodes. However, this may lead to material damage during the laser patterning process, potentially accelerating degradation. In addition, the cost implications of implementing this method in manufacturing processes should be considered.
3.2.3 Phase inversion
Phase inversion is a method used to form the internal architectures of electrodes by substituting a solvent with a non-solvent. This method is primarily used to form porous structures in separators, and current research is underway to apply it to the formation of internal architectures in electrodes (
Phase inversion research is actively progressing and is not limited to the simple formation of the internal structure of the electrode. Studies are being conducted on methods to further maximize the Li-ion mobility. One approach involves the removal of the skin layer using a stainless-steel mesh to adjust the pore sizes of the upper and lower parts of the electrode and form an asymmetric architecture. For example, small pores formed between the upper part of the stainless-steel mesh and the electrode surface, whereas large pores formed beneath it (
3.2.4 Patterned blade casting
Patterned blade casting is a method of forming a micropore structure during the casting process by modifying the blade used in the conventional slurry casting method. This is noteworthy because it allows the formation of pore structures without the need for additional additives or process modifications. Park et al. used a patterned blade to fabricate a high-loading electrode with a 3D pore structure (
Patterned blade casting offers the advantage of easy formation of a pore architecture without considerably changing the process, and efficient Li-ion penetration can be achieved by simply modifying the blade shape. This indicates the possibility of large-scale production of high-loading electrodes with pore structures on a scaled-up pilot scale without major changes in the process. However, because the pore architecture is formed during the slurry casting process, it is necessary to consider variables such as the slurry viscosity, drying temperature, and time to maintain the structure.
3.2.5 Salt leaching
The use of NaCl as an additive exploited its solubility in water. In this concept, NaCl is added to the electrode slurry during the electrode manufacturing process and then washed with water after electrode fabrication to create a porous structure at the locations where NaCl is positioned.
Deng et al. investigated the effects of NaCl washing on the porous structure and performance of Li4Ti5O12 (LTO) anodes (
FIGURE 5

(A) Schematic diagram of the preparation process in thick electrodes via leaching of salt. (B) Scheme showing the three steps of fabrication of thick electrodes using NaCl salt as the templating agent. Reproduced with permission from Wiley (
This approach involves incorporating a water-based process for NaCl removal, which introduces a limitation owing to the potential capacity reduction of specific electrode active materials such as NCM caused using water. If an additive that dissolves in a solvent other than water is used, the side reactions caused by water can be solved. In addition, if the additive is dissolved by the electrolyte in the cell unit, a pore architecture can be formed in situ without any additional processes. However, it is necessary to select additives that do not dissolve in the solvent used in the slurry preparation step and that do not cause side reactions in the battery operating range.
In summary, the non-templating method offers many advantages. Technologies such as laser patterning and patterned blade casting do not require additional processes to remove additives or templates, and it is possible to form detailed pore architectures through laser and blade control. Bubble formation, phase inversion, and salt leaching methods can remove the foaming agent, salt, and non-solvent used in the phase inversion process through conventional drying processes. Therefore, non-templating methods can be considered as the most viable approach for industrialization and mass production. However, it is necessary to carefully consider the physical damage, cost, and energy of the electrode that may occur during pore structure formation.
3.3 Mixed methods: Phase inversion and magnetic templating
Previous studies on the formation of the internal structure of electrodes have explored various methods, such as ice-templating, phase inversion, and magnet templating, to achieve vertically aligned structures. Recent research demonstrated a combination of magnet templating and phase inversion methods, leveraging the characteristics and advantages of each method. Notably, Wu et al. conducted a study where they coated the magnetic material, Fe3O4, onto the LFP cathode active material and this was used as the main ingredient for the electrode slurry (
FIGURE 6

(A) Schematic diagram of the LFP gradient in the pore structure of designed thick electrodes. (B) Surface and cross-sectional SEM images of the thick electrodes via magnetic templating and phase inversion. (A,B) Reproduced with permission from American Chemical Society (
The use of these two methods to form the pore architectures in this study is noteworthy. To reduce the non-reactive regions in the electrode due to Li-ion degradation, a magnetized material coating was applied to induce an increased gradient of the active material distribution in the electrolyte interface direction. Subsequently, a porous structure was formed through phase inversion to address the main issue of ion transport limitations in the electrode. Electrodes fabricated using these two methods provide value by offering a fundamental solution for reducing the tortuosity and additional benefits for the effective utilization of active materials. However, it is necessary to consider the limitations of applying these methods to high-Ni cathodes because of the aqueous processes mentioned in each method section as well as the potential side reactions within the battery operating range when using magnetized materials.
3.4 Additional methods
In addition to sluggish Li-ion mobility, thick electrodes have several limitations, such as electronic conductivity, thickness in the wet process, and dispersion of the electrode slurry (
3.4.1 Multi-layer electrode design
Existing wet electrode manufacturing methods suffer from uneven electrode fabrication, where relatively lighter conductive and binder materials tend to migrate towards the top of the electrode by capillary force during the solvent drying processes. This problem is caused by the low adhesion force between the materials and current collector, leading to delamination. Additionally, the cohesive force between the electrode materials is reduced, resulting in the formation of microcracks within the electrode. This becomes more critical for thick electrodes, where the detrimental effects are amplified (
To address these issues, research is being conducted to develop thick electrodes using a continuous casting method called multi-layer casting, which involves stacking electrode layers. This method introduces advantages in terms of electron conductivity and ion transport by incorporating differences in the ratio and particle size of the active materials among the electrode layers (
FIGURE 7

(A) Schematic diagram of preparation process in multi-layered designed thick electrodes. (B) Cross-sectional SEM images of single and multi-layer thick electrodes. (A,B) Reproduced with permission from Elsevier (
The multilayer casting method offers the advantage of manufacturing electrodes without considerable changes to the existing process and can alleviate material inhomogeneity during the drying process by increasing the electrode thickness. The use of a pilot-scale slot-die coater in industries demonstrates its potential for the rapid optimization of multilayer electrodes in an industrial setting. However, there are also shortcomings associated with the multilayer casting method. Firstly, the binder of the bottom layer may be dissolved in the solvent of the top layer slurry during top layer casting, which may reduce the stability of the electrode structure. Drying and calendaring processes are added as the casting process repeats, which can cause an increase in process costs. In addition, compared to the aforementioned methods, the multilayer casting method is difficult to achieve significant changes in tortuosity and porosity. Therefore, To improve this problem, there is a need for additional research to adjust the porosity, tortuosity, and characteristics of the electrode materials in each layer.
3.4.2 Electroconductive pathway design with carbon nanotubes
In electrodes, the Li-ion mobility decreases with increasing electrode thickness. While Li-ion mobility is the rate-determining step, electronic conductivity is also an important factor, especially at high C rates. Therefore, various research efforts are underway to enhance electronic conductivity, with carbon nanotubes (CNTs) being a representative material (
Park et al. used SWCNTs as binders and conductive additives to fabricate Si-based anodes with high areal capacities. When a certain amount of SWCNTs is used, a 2D quasi-continuous CNT network is formed between the Si particles. This network not only localizes the Si particles, but also creates 10Â nm-sized pores, enabling electrolyte movement (Figures 8A, B) (
FIGURE 8

(A) Schematic diagram and cross-sectional SEM images of Si/CNT segregated network composite anodes with mass fraction. (B) Cross-sectional SEM images of Si/CNT network, Si/CNT and NMC/CNT thick electrodes. (A,B) Reproduced with permission from Nature (
This method of employing CNTs offers the advantages of increasing the weight ratio of active materials, enhancing the energy density without the need for binders, and improving electronic conductivity. However, achieving a proper dispersion when using CNTs remains challenging. Agglomeration can occur within an electrode, leading to increased resistance. To address this issue, the utilization of interfacial agents or other methods to enhance CNTs dispersibility is possible, but further research on improving dispersibility is required for commercialization.
4 Outlook
In this review, the recent progress in the necessity, problems, and solutions of thick electrodes with an in-depth analysis to gain insight into electrode deterioration and high-energy-density batteries are presented (Figure 9). Thick electrodes reduce the use of dead-volume materials and increase the proportion of active materials, thereby providing high-energy expression and economic benefits. Therefore, the development of thick electrodes is a realistic and reasonable approach to improve the energy densities of batteries without the development of innovative electrode materials. However, the challenges associated with the increase in thickness owing to the increase in the mass loading of active materials must be addressed for the continuous advancement of thick electrodes. During the wet process, the rise of low-mass electrode materials caused by capillary force during the drying process impairs the properties of the electrode, leading to delamination and microcracks. Moreover, the decrease in Li-ion transport throughout the entire electrode, owing to the increase in thickness, accelerates the electrode degradation caused by low ionic conductivity. Among these, sluggish Li-ion transport is well known to be the most dominant factor in the degradation of batteries with thick electrodes; therefore, careful attention is needed.
FIGURE 9

Overview of key factors and various pore structure design methods to improve performance in thick electrodes.
To address these issues, several studies have been conducted to manufacture electrodes with improved properties and ionic conductivities. These approaches can be divided into three main categories: 1) pore structure design with a templating method for enhancing Li-ion transport; 2) pore structure design with a non-templating method for enhancing Li-ion transport; and 3) other methods, including multi-layer electrode design for a robust electrode and electroconductive pathway design with carbon nanotubes.
The fundamental direction of most studies on enhancing electrode performance has been to create pathways within the electrode that allow for easy Li-ion movement. The pore structures formed through the introduction of templates, additives, and processes facilitate smooth Li-ion transport within the electrode during continuous charge/discharge cycles and induce uniform electrochemical reactions. However, certain processes, such as biomass and magnetic templating, may require post-treatment of the templates and additives used for pore structure formation, leading to additional costs and energy consumption. Additionally, for processes such as ice-templating and phase inversion, the limitations related to the use of high-Ni active materials due to water usage should be considered. Furthermore, the excessive loss of electrode materials during the path formation process for enhancing ion conductivity could diminish the purpose of the electrode for high loading and high energy density.
Therefore, in the formation of pore structures, both tortuosity and porosity must be considered important factors. In addition to research on electrode structure formation, studies on fundamental aspects such as material transport behavior and degradation mechanisms within the electrode must be considered. Additional research on improving the adhesion between electrode materials and current collectors, as well as the enhancement of material dispersion during the electrode manufacturing process, should also be continued from a future-oriented perspective. Currently, research on dry electrodes using binder fibrillation without the use of solvents is actively underway, considering the environmental aspects. Although not covered in this review, they are expected to play a substantial role in the future development of high-energy-density electrodes. Finally, there is a need for active communication among lab-scale, pilot-scale, and industrial applications until mass production becomes feasible. The development of precise and mass-production-friendly equipment such as slot-die coaters, 3D printers, and laser ablation devices will provide considerable advantages for enhancing electrode performance. The ongoing interest in electrodes is believed to serve as a link between solutions for next-generation batteries, such as Li metal, ASSBs, Si anodes, and the previous generation of batteries.
Statements
Author contributions
KK: Supervision, Writing–original draft, Writing–review and editing. YS: Writing–original draft. BP: Writing–original draft, Writing–review and editing.
Funding
The author(s) declare that no financial support was received for the research, authorship, and of this article.
Acknowledgments
YS, and BP contributed equally to this work. The authors acknowledge the support by the Technology Innovation Program (20017477) funded by the Ministry of Trade, Industry, and Energy (MOTIE, Korea).
Conflict of interest
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note
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Summary
Keywords
thick electrodes, ion pathway, li-ion battery, electrode design, lithium-ion transport
Citation
Sim YB, Park BK and Kim KJ (2023) Reasonable design of thick electrodes in lithium-ion batteries. Front. Batteries Electrochem. 2:1272439. doi: 10.3389/fbael.2023.1272439
Received
04 August 2023
Accepted
21 September 2023
Published
29 September 2023
Volume
2 - 2023
Edited by
Min-Sik Park, Kyung Hee University, Republic of Korea
Reviewed by
Janghyuk Moon, Chung-Ang University, Republic of Korea
Drandreb Earl O. Juanico, Advanced Batteries Center PH, Philippines
Jiantao Wang, General Research Institute for Nonferrous Metals, China
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© 2023 Sim, Park and Kim.
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*Correspondence: Ki Jae Kim, kijaekim@skku.edu
†These authors have contributed equally to this work
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