Boli Nie, Ting Huang, Shiwei Jiao, Chen Li, Xiangyu Dou, Weiwei Zhang
{"title":"Modified chitosan/SiO2 hybrid nano-composite corrosion inhibitor for the protection of mild steel","authors":"Boli Nie, Ting Huang, Shiwei Jiao, Chen Li, Xiangyu Dou, Weiwei Zhang","doi":"10.1108/acmm-09-2025-3395","DOIUrl":"https://doi.org/10.1108/acmm-09-2025-3395","url":null,"abstract":"Purpose This study aims to fabricate an organic-inorganic hybrid nanocomposite inhibitor (CLS) by innovatively integrating inorganic fillers into a chitosan-based matrix (CL), followed by a comprehensive evaluation of its anticorrosion properties for mild steel in HCl medium. Design/methodology/approach This study designed an organic–inorganic hybrid inhibitor CLS by strategically integrating SiO2 nanoparticles into an L-tryptophan-modified CS matrix CL. The design rationale was to leverage a synergistic “anchor-and-fill” mechanism: the chemically modified CL acts not only as a primary corrosion-inhibiting moiety through strong chemisorption onto the steel surface but also as a dispersing agent and polymeric scaffold for the inorganic phase. The incorporated SiO2 nanoparticles, in turn, are intended to enhance the hydrophobicity (102.88° contact angle) and mechanical integrity of the formed protective film. The anti-corrosion properties of this designed composite were comprehensively evaluated for mild steel in HCl medium. Findings These analyses ultimately elucidated the corrosion inhibition mechanism of the organic/inorganic hybrid nanocomposite. The concept of this organic/inorganic hybrid inhibitor opens new directions for the development of low-concentration, high-efficiency green corrosion inhibitors, with the potential to inject new vitality into the field of metal corrosion protection. Originality/value This study aims to achieve a synergistic hybrid of organic and inorganic components, overcoming the limitations of single modification methods, further improving the corrosion performance of CS derivatives, and elucidating the mechanisms of organic/inorganic hybridization to lay a foundation for future research.","PeriodicalId":8217,"journal":{"name":"Anti-corrosion Methods and Materials","volume":"1 1","pages":"1-14"},"PeriodicalIF":0.0,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147902877","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"A nickel/bayerite bilayer coating for enhanced corrosion resistance of aluminum alloys","authors":"Liangxing Li, Jiahang Wu, Jingsong Wang, Xun Yang, Xilin Huang","doi":"10.1108/acmm-07-2025-3320","DOIUrl":"https://doi.org/10.1108/acmm-07-2025-3320","url":null,"abstract":"Purpose This study aims to propose a new type of double-layer coating system composed of an electroplating nickel layer and a hydrothermally grown bayerite [ß-Al(OH)3] coating on a 1060 aluminum alloy substrate, aiming to enhance the corrosion resistance of aluminum alloys in the application environments of aerospace, automotive and marine industries. Design/methodology/approach The nickel layer was obtained via constant current electrodeposition, and then the bayerite layer was grown in situ through hydrothermal treatment at 125 °C with different durations (3, 6, and 12 h). The microstructure and chemical composition of the Ni layer and bayerite layer were investigated by scanning electron microscope, energy dispersive spectroscopy, X-ray diffractometer and X-ray photoelectron spectroscopy. Their corrosion resistance was verified using electrochemical impedance spectroscopy and immersion tests. Findings Electrochemical tests in 3.5 Wt.% NaCl solution revealed that the Ni/Bayerite-6h coating exhibited the highest corrosion resistance, with a corrosion current density of 4.42 × 10−7A·cm−2 (three orders of magnitude lower than the Ni layer) and a polarization resistance of 513951 Ω·cm2. Long-term immersion tests showed that the Ni/Bayerite-6h coating delayed corrosive medium penetration for up to five days and can still prevent galvanic corrosion between the nickel layer and the aluminum substrate after seven days, significantly suppressing galvanic corrosion at the nickel–aluminum interface. The bayerite coating effectively isolates the pinholes and grain boundary gaps in the Ni layer and forms a dual-layer structure with it, providing a strong barrier against the intrusion of chloride ions. Originality/value This work demonstrates a viable strategy to enhance the durability of aluminum alloys through engineered multilayer coatings.","PeriodicalId":8217,"journal":{"name":"Anti-corrosion Methods and Materials","volume":"1 1","pages":"1-12"},"PeriodicalIF":0.0,"publicationDate":"2025-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147889864","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Fandi Meng, Shucheng Ren, Xiangbin Liu, Zejun Xiang, Fuhui Wang, Li Liu
{"title":"A superior organic anticorrosion coating based on p-toluenesulfonate-doped polypyrrole to boost oxide film formation on aluminum substrates","authors":"Fandi Meng, Shucheng Ren, Xiangbin Liu, Zejun Xiang, Fuhui Wang, Li Liu","doi":"10.1108/acmm-10-2025-3426","DOIUrl":"https://doi.org/10.1108/acmm-10-2025-3426","url":null,"abstract":"Purpose Developing efficient functional anti-corrosion coatings has recently attracted widespread attention. This study aims to formulate a high-performance anti-corrosion coating by incorporating p-toluenesulfonate (PTSA)-doped polypyrrole (PPy) into the epoxy resin. The PPy-PTSA promotes the formation of a protective oxide film at the coating-aluminum alloy interface, thereby significantly enhancing the corrosion resistance. Design/methodology/approach PPy-PTSA powder was synthesized via the chemical oxidation method, and composite coatings with varying PPy-PTSA loadings (4, 6 and 8 Wt.%) were prepared. The passivation and anticorrosion performance of these coatings were assessed by electrochemical tests. Findings The PPy-PTSA/EC-6% composite exhibited superior passivation performance, forming a dense, thick oxide film on the aluminum alloy substrate. This coating thus demonstrated outstanding corrosion resistance, acting as an effective barrier against corrosive electrolytes for durable protection. Originality/value This study presents a novel strategy for corrosion protection by synergistically integrating the active passivation of a PPy-PTSA-induced oxide film with physical barrier effects of organic coatings. This work provides valuable insights and paves the way for developing sustainable coatings, particularly suited for demanding marine applications on aluminum alloys.","PeriodicalId":8217,"journal":{"name":"Anti-corrosion Methods and Materials","volume":"1 1","pages":"1-12"},"PeriodicalIF":0.0,"publicationDate":"2025-12-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147920092","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Effect of trace Mg addition on the <i>in vitro</i> degradation behavior and biocompatibility of biodegradable Zn-Mn alloys","authors":"Dalei Zhang, Hongxi Jin, Fufang Han, Cheng Xin, Xiaohui Dou, Xinwei Zhang, Zonghao He, Chuan He, Songnan Zhao","doi":"10.1108/acmm-04-2025-3231","DOIUrl":"https://doi.org/10.1108/acmm-04-2025-3231","url":null,"abstract":"Purpose Zn-Mn-Mg alloy was prepared by melting, and its microstructure, mechanical properties, corrosion resistance, cytotoxicity and antibacterial properties were evaluated. The alloy’s performance in simulated body fluids was assessed to explore the corrosion mechanism. The purpose of this study is to identify biodegradable zinc alloys with moderate corrosion rate, good mechanical properties, antibacterial effects and low cytotoxicity, offering guidance for future medical applications. Design/methodology/approach Zn-0.5Mn-xMg alloys were prepared with different Mg contents by melting method and metallographic observation X-ray diffraction. Its microstructure and mechanical properties were analyzed through tensile testing and hardness testing; the corrosion behavior was characterized by immersion weight loss experiment (scanning electron microscopy, energy-dispersive spectrometer), traditional electrochemical methods and scanning Kelvin probe. Finally, the antibacterial performance and cytotoxicity of the alloy were evaluated. Findings The addition of trace Mg improved the mechanical properties of Zn-Mn alloy. The synergistic effect of Mg2+ and Mn2+ enhanced the alloy’s antibacterial performance and biocompatibility, though the corrosion rate slightly increased. Based on the analysis, Zn-0.5Mn-0.1Mg alloy shows the best overall performance and great potential for medical degradable alloy applications. Originality/value This paper has designed and prepared a new type of zinc alloy with excellent mechanical properties, degradation performance and biocompatibility. In the future, it is expected to become a new type of biodegradable alloy material that can be applied.","PeriodicalId":8217,"journal":{"name":"Anti-corrosion Methods and Materials","volume":"73 2","pages":"244-259"},"PeriodicalIF":0.0,"publicationDate":"2025-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147882582","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Tung Hoang Vo, Phuong Thi Hoai Nguyen, Truong Tai Nguyen, Nhu Thi Nguyen, Nguyen Dình Duc, Duong Duc La
{"title":"An improved corrosion resistance of carbon steel in saline media via <i>Syzygium nervosum</i> extract addition","authors":"Tung Hoang Vo, Phuong Thi Hoai Nguyen, Truong Tai Nguyen, Nhu Thi Nguyen, Nguyen Dình Duc, Duong Duc La","doi":"10.1108/acmm-04-2025-3233","DOIUrl":"https://doi.org/10.1108/acmm-04-2025-3233","url":null,"abstract":"Purpose This study aims to evaluate the potential of Syzygium nervosum leaf extract as a sustainable and eco-friendly corrosion inhibitor for reinforcing steel (rebar) used in concrete structures exposed to maritime environments. Rebar corrosion in saltwater poses a serious threat to the durability of coastal and offshore infrastructure, prompting the need for natural, effective alternatives to conventional inhibitors. Design/methodology/approach The polyphenol content of the Syzygium nervosum extract was quantified at 5.6 g/L. Its chemical composition, rich in antioxidants and polyphenolic compounds, was analyzed to understand its corrosion-inhibiting characteristics. Electrochemical techniques – including potentiodynamic polarization and electrochemical impedance spectroscopy – were used to assess the extract’s performance. Additionally, weight loss tests were conducted in a simulated seawater environment to validate the extract’s protective capabilities. Findings The extract demonstrated significant corrosion-inhibiting efficiency by forming a protective layer on the steel surface. The corrosion rate of rebar was reduced to 0.0002 g/cm²·day in weight loss tests and to 0.070 mm/year as indicated by polarization curve results. These outcomes confirm the extract’s effectiveness in suppressing corrosion in marine-like conditions. Originality/value This research introduces Syzygium nervosum leaf extract as a novel, plant-based corrosion inhibitor with substantial protective properties against steel corrosion in saltwater environments. Its environmentally friendly nature and inhibitory efficiency support its application in sustainable construction, particularly in marine and coastal infrastructure.","PeriodicalId":8217,"journal":{"name":"Anti-corrosion Methods and Materials","volume":"73 2","pages":"189-201"},"PeriodicalIF":0.0,"publicationDate":"2025-08-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147890714","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Surface inhomogeneity study of carbon steel with GO-doped epoxy coatings using integrated SEM-SVET-LEIS methodology","authors":"Yuchun Li, Yin Ma, Ying Wu, Jiahao Guo, Xize Wang, Chunyang Liu, Fang Zhang","doi":"10.1108/acmm-01-2025-3167","DOIUrl":"https://doi.org/10.1108/acmm-01-2025-3167","url":null,"abstract":"Purpose The purpose of this paper was to study the surface inhomogeneity and its mechanism for carbon steel using GO-doped epoxy coatings by using integrated SEM-SVET-LEIS research methodology. Design/methodology/approach The surface inhomogeneity of GO-doped epoxy coatings was evaluated via scanning electron microscope (SEM), scanning vibration electrode testing (SVET) and localized electrochemical impedance system (LEIS), which can provide micro-region electrochemical information with 3D distribution maps. Findings SEM image illustrated that GO/EP coating rendered a significant portion of the surface remains relatively intact and smooth against corrosion. SVET tests presented interwoven uniform potential distribution and very small peak values of current density 236.8 µA/cm2, in comparison with higher current density of 947.4 µA/cm2 for carbon steel without GO/EP coating. LEIS tests indicated that impedance peak distribution coefficients (IPDC) of coating specimen was 7.2 pcs/mm2, which is smaller than that of carbon steel without coating with IPDC of 16 pcs/mm2. It was due to excellent performance of GO/EP coating, which might generate stable complexes on the surface and selectively intercept of aggressive ions in seawater. Originality/value The doping composition and surface uniformity of the carbon steel with GO coating directly affect the performance in seawater salt spray environment. The inhomogeneity of GO/EP coatings can be well studied using integrated SEM-SVET-LEIS research methodology, which could be explained by micro-region potential distribution and impedance peak distribution coefficients.","PeriodicalId":8217,"journal":{"name":"Anti-corrosion Methods and Materials","volume":"72 6","pages":"958-965"},"PeriodicalIF":0.0,"publicationDate":"2025-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147896109","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Self-healing and self-reporting behavior of epoxy coating with BTA+APhen@MSN on carbon steel","authors":"Jiahui Liu, Jihui Wang, Fei Xue, Yu Su, Xiao Li","doi":"10.1108/acmm-03-2025-3209","DOIUrl":"https://doi.org/10.1108/acmm-03-2025-3209","url":null,"abstract":"Purpose The purpose of this paper is to prepare smart coatings with self-healing and self-reporting dual functionalities. Design/methodology/approach Benzotriazole (BTA) and 1,10-phenanthroline-5-amine (APhen) were encapsulated within mesoporous silica nanocontainers (MSN) via one-step method. Then, BTA+APhen@MSN were mixed with epoxy for preparing BTA+APhen@MSN/EP coatings. The microstructure, structure and sustained-release properties of BTA+APhen@MSN nanocontainers were investigated by transmission electron microscopy, Fourier-transform infrared spectroscopy, Brunauer–Emmett–Teller analysis and UV-Vis spectroscopy. The warning performance and corrosion resistance of BTA+APhen@MSN/EP coatings were characterized by optical microscopy and electrochemical impedance spectroscopy. Findings BTA+APhen@MSN exhibit higher corrosion inhibitors loading capacity (31.2 wt.%) and higher corrosion inhibition efficiency (53.07%) than BTA@MSN and APhen@MSN. The BTA+APhen@MSN/EP coatings show excellent self-healing performance. After soaking in 3.5 wt.% NaCl solution for five days, the fitted resistance of scratched coatings increased by 18%. The BTA+APhen@MSN/EP coatings also show superior self-reporting capability, which can provide a warning of coating damage within 30 min by a visible color change. Originality/value The corrosion inhibitors and corrosion warning agent are encapsulated in a nanocontainer to prepare multifunctional nanocomposite. This multifunctional nanocomposite presents a new approach for designing smart coatings with self-healing and self-reporting dual functionalities.","PeriodicalId":8217,"journal":{"name":"Anti-corrosion Methods and Materials","volume":"72 5","pages":"776-791"},"PeriodicalIF":0.0,"publicationDate":"2025-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147913562","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Haini Yang, Liang Ma, Daquan Zhang, Shuai An, Zhe Cui, N. N. Andreev
{"title":"Influence of ZIF-8 on the inhibition effect of aspartates for corrosion of mild steel under the simulated atmospheric condition","authors":"Haini Yang, Liang Ma, Daquan Zhang, Shuai An, Zhe Cui, N. N. Andreev","doi":"10.1108/acmm-02-2025-3187","DOIUrl":"https://doi.org/10.1108/acmm-02-2025-3187","url":null,"abstract":"Purpose This study aims to develop a novel volatile corrosion inhibitor for mild steel by preparing a nanocomposite (ZIF-AD) through a salt-forming reaction between aspartic acid (AD) and di-n-butylamine, with zeolitic imidazolate framework-8 (ZIF-8) as the template material. Design/methodology/approach The ZIF-8’s porous structure is beneficial to disperse AD molecules, reducing agglomeration and enhancing volatility. Under ambient atmosphere, ZIF-AD achieves corrosion inhibition properties through volatilization and adsorption. Findings It demonstrates that a protective film is formed on mild steel surfaces, effectively inhibiting the cathodic process of corrosion. Compared to AD alone, the incorporation of ZIF-8 increased the inhibition efficiency to 91%. Originality/value These findings highlight the potential of ZIF-AD as a highly efficient corrosion inhibitor for mild steel in atmospheric environments.","PeriodicalId":8217,"journal":{"name":"Anti-corrosion Methods and Materials","volume":"72 4","pages":"641-652"},"PeriodicalIF":0.0,"publicationDate":"2025-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147891645","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Experimental and theoretical research of three pyridine derivatives as corrosion inhibitors on steel in HCl acid solution","authors":"Xiong Zhao, Junying Zhang, Jing Li, Ping Qiu","doi":"10.1108/acmm-04-2024-3012","DOIUrl":"https://doi.org/10.1108/acmm-04-2024-3012","url":null,"abstract":"Purpose AQs3This study aims to explore the corrosion inhibition performance and mechanism of pyridine derivatives on the corrosion of N80 steel in a 0.5 M HCl solution using electrochemical experiments. Design/methodology/approach This study evaluates the corrosion performance of three pyridine derivatives (4-hydroxypyridine [OI], 4-aminopyridine [NI] and 4-mercaptopyridine [SI]) as organic corrosion inhibitors for mild steel in a 0.5 M HCl using potentiodynamic polarization, electrochemical impedance spectroscopy and atomic force microscopy. The bonding mechanism between the reactive groups of the inhibitor molecules and the metal surface is analyzed using theoretical calculations. Findings The corrosion inhibition efficiency of the studied inhibitors on mild steel follows the sequence: SI > NI > OI. The bonding mechanism between the reactive groups of the inhibitor molecules and the metal surface is analyzed using theoretical calculations. It is found that the reactive group changes the charge transfer and the bonding strength of the corrosion inhibitor to the metal surface, which affects the corrosion inhibition performance. Originality/value This study provides valuable insights into the role of electron transfer in the interaction between the inhibitor and the metal surface, thereby contributing to the development and design of more effective and economical corrosion inhibitors.","PeriodicalId":8217,"journal":{"name":"Anti-corrosion Methods and Materials","volume":"72 3","pages":"309-319"},"PeriodicalIF":0.0,"publicationDate":"2025-03-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147905959","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Zhiping Zhu, Chen Tian, Xiyao Shi, Li Tao, Shangming Zhou
{"title":"Study on the performance of nano boron nitride composite phosphate film modified on carbon steel surface","authors":"Zhiping Zhu, Chen Tian, Xiyao Shi, Li Tao, Shangming Zhou","doi":"10.1108/acmm-01-2024-2955","DOIUrl":"https://doi.org/10.1108/acmm-01-2024-2955","url":null,"abstract":"Purpose The purpose of this paper is to study the effect of nano polypyrrole-modified boron nitride on the performance of phosphate film. Design/methodology/approach By adding polypyrrole-modified boron nitride to the phosphate solution, a phosphate film is formed on the metal surface, improving its corrosion resistance. The effect of different concentrations of polypyrrole-modified boron nitride on the corrosion resistance of Q235 carbon steel surface was studied. The corrosion resistance of the phosphate film was evaluated using the copper sulfate drop test. The electrochemical corrosion performance of the phosphate film was assessed using the weak polarization curve method and electrochemical impedance spectroscopy. The surface of the samples was characterized using scanning electron microscopy and X-ray diffraction analysis. Findings The results show that samples containing polypyrrole-modified boron nitride have a denser and more uniform phosphate film. When the concentration of polypyrrole-modified boron nitride is 0.6 g/L, the drop time of copper sulfate on the formed phosphate film can reach 219 s, which is a 189% increase compared to the performance of the sample without the additive. The current density is 1.06 × 10 −6 A/cm 2 lower than that of the pure phosphate film, indicating the best corrosion resistance. Polypyrrole-modified boron nitride effectively promotes the formation of the phosphate film. Originality/value This study used the modification of phosphate solution using nanoparticles to investigate the influence of different nanoparticle concentrations on the phosphate film. The corrosion resistance of the phosphate film was enhanced, providing a method and theoretical guidance for the improvement of phosphate solution formulation.","PeriodicalId":8217,"journal":{"name":"Anti-corrosion Methods and Materials","volume":"72 1","pages":"13-21"},"PeriodicalIF":0.0,"publicationDate":"2024-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"147891103","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}