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APPLICATION OF HYDROTHERMAL TECHNOLOGY IN MATERIAL SYNTHESIS - A SELECTIVE REVIEW 被引量:1
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作者 Xiang L., Yin Y. P., Wu H. J. and Jin Y. (Department of Chemical Enginerring, Tsing Hua University, Beijing 100084) 《化工学报》 EI CAS CSCD 北大核心 2000年第S1期307-310,共4页
This paper is a brief and selective review on hydrothermal synthesis of advanced materials. Some general comments about the hydrothermal synthesis of materials are presented. In particular, the surface modification an... This paper is a brief and selective review on hydrothermal synthesis of advanced materials. Some general comments about the hydrothermal synthesis of materials are presented. In particular, the surface modification and hydrothermal synthesis of functional powders (e.g. the hydrothermal coating of aluminum borate whiskers with chromium oxide, hydrothermal synthesis of Ni-Zn ferrite and magnesium hydroxide ) are introduced and their importance are explained. 展开更多
关键词 Hydrothermal technology material synthesis COATING
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Ultrafast Joule heating technology for functional nanomaterials synthesis:Recent progress,challenges,and perspectives
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作者 Yuyu Liu Ruting Lin +6 位作者 Baoyi Guo Chen Chen Qiujin Wu Xiaofeng Zhang Qiufeng Huang Ibrahim Saana Amiinu Tingting Liu 《Materials Reports(Energy)》 2025年第4期11-34,共24页
Ultrafast Joule heating(JH)has emerged as a powerful and scalable platform for rapid thermal processing of advanced nanomaterials.By delivering transient,high-intensity electrical pulses,JH induces ultrafast heating a... Ultrafast Joule heating(JH)has emerged as a powerful and scalable platform for rapid thermal processing of advanced nanomaterials.By delivering transient,high-intensity electrical pulses,JH induces ultrafast heating and cooling rates on the order of milliseconds,facilitating nonequilibrium phase transitions,defect modulation,and tailored nanostructural evolution.This technique offers unprecedented control over material synthesis and has been successfully applied to a broad spectrum of functional property-driven materials,including graphene,single-atom catalysts,transition metal carbides,oxides,nitrides,phosphides,and chalcogenides,as well as complex multicomponent frameworks such as high-entropy alloys.This review systematically explores the principles governing JH,highlights recent advances in its application to diverse materials systems,and critically assesses current limitations related to process uniformity,scalability,and mechanistic understanding.Particular attention is given to its intrinsic advantages,including energy efficiency,fast rate,environmental sustainability,and compatibility with sustainable manufacturing.Finally,we propose guidance for expanding the utility of JH for new materials discovery,including integration with in-situ diagnostics,theoretical compatibility and data-driven optimization of synthesis to effectively correlate structure-property relationships. 展开更多
关键词 ELECTROCATALYSIS Energy storage and conversion Joule heating materials synthesis Nanomaterials and ultrafast synthesis
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Synthesis of energetic materials by microfluidics
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作者 Shuo Liu Chuanyu Zhang +1 位作者 Yanlan Wang Xueyong Wei 《Defence Technology(防务技术)》 2025年第2期306-319,共14页
Energetic materials,characterized by their capacity to store and release substantial energy,hold pivotal significance in some fields,particularly in defense applications.Microfluidics,with its ability to manipulate fl... Energetic materials,characterized by their capacity to store and release substantial energy,hold pivotal significance in some fields,particularly in defense applications.Microfluidics,with its ability to manipulate fluids and facilitate droplet formation at the microscale,enables precise control of chemical reactions.Recent scholarly endeavors have increasingly harnessed microfluidic reactors in the realm of energetic materials,yielding morphologically controllable particles with enhanced uniformity and explosive efficacy.However,crucial insights into microfluidic-based methodologies are dispersed across various publications,necessitating a systematic compilation.Accordingly,this review addresses this gap by concentrating on the synthesis of energetic materials through microfluidics.Specifically,the methods based on micro-mixing and droplets in the previous papers are summarized and the strategies to control the critical parameters within chemical reactions are discussed in detail.Then,the comparison in terms of advantages and disadvantages is attempted.As demonstrated in the last section regarding perspectives,challenges such as clogging,dead zones,and suboptimal production yields are non-ignoble in the promising fields and they might be addressed by integrating sound,optics,or electrical energy to meet heightened requirements.This comprehensive overview aims to consolidate and analyze the diverse array of microfluidic approaches in energetic material synthesis,offering valuable insights for future research directions. 展开更多
关键词 Microfluidic technology Energetic materials synthesis MICRO-MIXING Micro-droplets
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Development of In Situ MAS NMR and Its Applications in Material Synthesis and Heterogeneous Catalysis 被引量:1
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作者 Xinlong Yao Zhenchao Zhao Guangjin Hou 《Chinese Journal of Structural Chemistry》 SCIE CAS CSCD 2022年第10期45-55,共11页
High-resolution magic angle spinning(MAS)NMR can afford both qualitative and quantitative information of the solid,liquid and gas phase at atomic level,and such information obtained at in situ/operando conditions is o... High-resolution magic angle spinning(MAS)NMR can afford both qualitative and quantitative information of the solid,liquid and gas phase at atomic level,and such information obtained at in situ/operando conditions is of vital importance for understanding the crystallization process of material as well as the reaction mechanism of catalysis.To meet the requirement of experimental conditions for material synthesis and catalytic reactions,in situ MAS NMR techniques have been continuously developed for using at higher temperatures and pressures with high sensitivity.Herein,we will briefly outline the development of this technology and discuss its detailed applications in understanding material synthesis and heterogeneous catalysis. 展开更多
关键词 in situ NMR high-temperature high-pressure material synthesis heterogeneous catalysis molecular sieves
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Fabrication of Al_2O_3-NaCl Composite Heat Storage Materials by One-step Synthesis Method 被引量:5
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作者 朱教群 李儒光 +2 位作者 ZHOU Weibin ZHANG Hongguang CHENG Xiaomin 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2016年第5期950-954,共5页
Thermal energy storage is an attractive option for effectiveness since it gives flexibility and reduces energy consumption and costs. New composite materials for storage and transformation of heat of NaCl-Al2O3composi... Thermal energy storage is an attractive option for effectiveness since it gives flexibility and reduces energy consumption and costs. New composite materials for storage and transformation of heat of NaCl-Al2O3composite materials were synthesized by one-step synthesis method. The chemical composition, morphology, structure, and thermal properties were investigated by XRD, EDS, SEM, and DSC. The results show that NaCl can be absorbed by Al2O3particle from 800 to 900 ℃ for Al2O3particle surface is rich active structure. The results also indicate that the leakage of NaCl when the phase change can be prevented by Al2O3particles and the enthalpy of phase change of NaCl-Al2O3material is 362 J/g. The composites have an excellent heat storage capacity. Therefore, this study contributes to one new thought and method to prepare high temperature heat storage material and this material can be applied in future thermal engineering. 展开更多
关键词 one-step synthesis composite materials heat storage
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THE SYNTHESIS AND CHARACTERIZATION OF Ba-CROSSLINKED POLYMER ANTI-RADIATION MATERIALS
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作者 徐文英 崔景荣 +1 位作者 汪月生 裴中华 《Chinese Journal of Polymer Science》 SCIE CAS CSCD 1990年第1期93-96,共4页
Crosslinked poly(methyl methacrylate) and polystyrene with barium dimethacrylate [Ba(MA)_2] as crosslinking agent have been synthesized. The relationship between X-ray absorbability and the content of Ba(MA)_2 in poly... Crosslinked poly(methyl methacrylate) and polystyrene with barium dimethacrylate [Ba(MA)_2] as crosslinking agent have been synthesized. The relationship between X-ray absorbability and the content of Ba(MA)_2 in polymers was investigated. TGA and DSC results indicated that the crosslinked polymers containing barium dimethacrylate have a much better heat stability than pure PMMA or PS. The mechanical properties of the polymers containing barium are improved in comparison with the pure PMMA. 展开更多
关键词 BA THE synthesis AND CHARACTERIZATION OF Ba-CROSSLINKED POLYMER ANTI-RADIATION materialS PMMA
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Solid State Reaction Preparation of LiFePO_4/(C+Cu) Cathode Material and Its Electrochemical Performance 被引量:1
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作者 Yanhong Yin Xiangnan Li +2 位作者 Xinxin Mao Xianliang Ding Shuting Yang 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2013年第10期937-942,共6页
Cu-C co-coated LiFePO4 (LiFePO4/(C + Cu)) cathode material was successfully prepared through solid state reduction reaction. The optimized additive amount of CuO was determined by electrochemical test of series c... Cu-C co-coated LiFePO4 (LiFePO4/(C + Cu)) cathode material was successfully prepared through solid state reduction reaction. The optimized additive amount of CuO was determined by electrochemical test of series content-dependent samples. Electrochemical performances of LiFePO4/(C + Cu) cathode material were investigated. Crystalline structure, morphology and electrochemical performance of the samples were characterized by X-ray diffraction, scanning electron microscopy (SEM), transmission electron microscopy (TEM), energy dispersive spectroscopy (EDS), charge-discharge tests and AC impedance techniques. Results showed that crystal structure of the bulk material was not destroyed after Cu particles distributed on the surface of LiFePO4/C. With 5 wt% CuO additive, the LiFePO4/(C + Cu) cathode material showed improved electrochemical performance especially at high rates and low temperature. At 25 ℃ and 0.1 C current rate, specific capacity of the Cu-coated sample reaches 161.3 mA h/g. The result was 47 mA h/g higher than that of the un-coated one. At -20 ℃, the discharge capacity of Cu-coated materials was 113.4 mA h/g at 0.1 C rate and 83.8 mA h/g at 5 C rate, which reached about 70% of that at room temperature, respectively. 展开更多
关键词 LiFePO4/(C Cu) Cu-coated Low temperature performance Li-ion batteries Electrochemical performances materials synthesis
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Laser-Heated Diamond-Anvil Cell (LHDAC) in Materials Science Research 被引量:1
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作者 N.V.Chandra Shekar P.Ch.Sahu K.Govinda Rajan 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2003年第6期518-525,共8页
Laser-heated diamond-anvil cell (LHDAC) is emerging as the most suitable, economical and versatile tool for the measurement of a large spectrum of physical properties of materials under extreme pressure and temperatur... Laser-heated diamond-anvil cell (LHDAC) is emerging as the most suitable, economical and versatile tool for the measurement of a large spectrum of physical properties of materials under extreme pressure and temperature conditions. In this review, the recent developments in the instrumentation, pressure and temperature measurement techniques, results of experimental investigations from the literature were discussed. Also, the future scope of the technique in various avenues of science was explored. 展开更多
关键词 Laser heating Diamond-anvil cell High pressure-high temperature materials synthesis Melting phenomena Phase equilibria
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Effect of Surfactant/Silica and Hydrothermal Time on the Specific Surface Area of Mesoporous Materials from Coal-Measure Kaolin 被引量:1
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作者 吴其胜 《Journal of Wuhan University of Technology(Materials Science)》 SCIE EI CAS 2011年第3期514-518,共5页
Mesoporous materials with the highest surface area were synthesized by hydrothermal treatment from coal-measure kaolin using cetyltrimethylammonium bromide(CTAB)as template.The effect of several factors on surface a... Mesoporous materials with the highest surface area were synthesized by hydrothermal treatment from coal-measure kaolin using cetyltrimethylammonium bromide(CTAB)as template.The effect of several factors on surface area of products also had been discussed.The products were characterized by FT- IR,HRTEM and N 2 adsorption and desorption isotherm plot methods.There was typical structure as Si-O,Si- OH and Si-O-Si of mesoporous materials in the framework of synthesized materials;the pore size distributions of the products showed a sharp peak at 3.82 nm.The effect of hydrothermal treatment time and the amount of template on the specific surface area of mesoporous materials was important,when the Surf/Si=0.135,and hydrothermal time=12 h,and the surface area of the product reached up to 1 070 m2/g,which was higher than other products. 展开更多
关键词 coal-measure kaolin mesoporous materials hydrothermal synthesis
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Synthesis and Properties of Monodisperse Superparamagnetic Mg_(0.8)Mn_(0.2)Fe_2O_4 Nanoparticles Using Polyol Reflux Method 被引量:1
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作者 Sandip Sabale Vishwajeet Khot +2 位作者 Vidhya Jadhav Xiaoli Zhu Yanhong Xu 《Acta Metallurgica Sinica(English Letters)》 SCIE EI CAS CSCD 2014年第6期1122-1126,共5页
Superparamagnetic monodisperse Mg0.8Mn0.2Fe2O4 nanoparticles have been successfully synthesized in liquid polyol at elevated temperature of 200 °C. Diethylene glycol(DEG) used here plays dual role in synthesis ... Superparamagnetic monodisperse Mg0.8Mn0.2Fe2O4 nanoparticles have been successfully synthesized in liquid polyol at elevated temperature of 200 °C. Diethylene glycol(DEG) used here plays dual role in synthesis as it acts as reducing agent and alternatively coats the surface of nanoparticles while synthesis and thereby maintaining uniform size and dispersibility. Powder X-ray diffraction(XRD) and magnetic measurements showed that the sample is cubic spinel and superparamagnetic at room temperature. Raman spectra confirmed the formation of the Mg0.8Mn0.2Fe2O4 nanoparticles.The nanoparticles exhibit very good stability in water due to in situ coating with DEG molecules. 展开更多
关键词 Magnetic materials Chemical synthesis Magnetic properties Transmission electron microscopy(TEM) X-ray diffraction Mg0.8Mn0.2Fe2O4nanoparticles
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In situ synthesis of Fe-based alloy clad coatings containing TiB_2–TiN –(h-BN) 被引量:1
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作者 Shao-qun Jiang Gang Wang +3 位作者 Qing-wen Ren Chuan-duo Yang Ze-hua Wang and Ze-hua Zhou 《International Journal of Minerals,Metallurgy and Materials》 SCIE EI CAS CSCD 2015年第6期613-619,共7页
Fe-based alloy coatings containing TiB2–TiN –(h-BN) were synthesized in situ on Q235 steel substrates by a plasma cladding process using the powders of Fe901 alloy, Ti, and h-BN as raw materials. The effects of Ti... Fe-based alloy coatings containing TiB2–TiN –(h-BN) were synthesized in situ on Q235 steel substrates by a plasma cladding process using the powders of Fe901 alloy, Ti, and h-BN as raw materials. The effects of Ti/h-BN mass ratio on interfacial bonds between the coating and substrate along with the microstructures and microhardnesses of the coatings were investigated. The results show that the Ti/h-BN mass ratio is a vital factor in the formation of the coatings. Free h-BN can be introduced into the coatings by adding an excess amount of h-BN into the precursor. Decreases in the Ti/h-BN mass ratio improve the microstructural uniformity and compactness and enhance the interfacial bonds of the coatings. At a Ti/h-BN mass ratio of 10/20, the coating is free of cracks and micropores, and mainly consists of Fe-Cr, Fe3B, TiB2, TiN, Ti2N, TiB, FeN, FeB, Fe2B, and h-BN phases. Its average microhardness in the zone between 0.1–2.8 mm from the coating surface is about Hv0.2 551.5. 展开更多
关键词 iron-based materials coatings plasma cladding in situ synthesis microhardness
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Combustion synthesis of YAG:Ce phosphors via the thermite reaction of aluminum 被引量:1
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作者 Junpei Ohyama Chunyu Zhu +4 位作者 Genki Saito Miki Haga Takahiro Nomura Norihito Sakaguchi Tomohiro Akiyama 《Journal of Rare Earths》 SCIE EI CAS CSCD 2018年第3期248-256,共9页
Cerium-doped yttrium aluminum garnet(YAG:Ce) as a yellow phosphor for white light-emitting diodes(LEDs) was synthesized via a facile combustion method using Y2 O3, CeO2, Al2 O3, Al,and NaClO4 as raw materials. Th... Cerium-doped yttrium aluminum garnet(YAG:Ce) as a yellow phosphor for white light-emitting diodes(LEDs) was synthesized via a facile combustion method using Y2 O3, CeO2, Al2 O3, Al,and NaClO4 as raw materials. The combustion synthesis approach utilizes the strong exothermic oxidation of aluminum to realize a self-sustaining reaction. In this study, we investigated the effects of the ratios of Al2 O3 to AI,fluxes, and coprecipitated materials as raw materials on the luminescence properties of the synthesized YAG:Ce phosphors. When the amount of Al2 O3 x is varied, the combustion reaction proceeds at x ≤ 1.8,with x = 1.725 being the optimum condition for producing a high-performance product. When 5 wt%BaF2 is added, the luminescence intensity is significantly improved owing to a decrease of YAP(YAlO3)formation with improved uniformity. However, the addition of CaF2 and NaF does not improve the luminescence properties. To suppress the segregation of CeO2, we used the coprecipitated material Y2 O3-CeO2 as a raw material. Unlike with separate addition of Y2 O3 and CeO2, Ce ions are uniformly distributed in the coprecipitated material, resulting in improved luminescence properties. The combination of BaF2 and coprecipitated material significantly improves the internal quantum efficiency to83.0%, which is close to that of commercial phosphors. 展开更多
关键词 Phosphor Yttrium aluminum garnet Combustion synthesis Flux Coprecipitated material Rare earths
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Facile Synthesis of Bimetallic Au@Pd Nanoparticles with Core-shell Structures on Graphene Nanosheets
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作者 Nanting Li Shaochun Tang Xiangkang Meng 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2014年第11期1071-1077,共7页
In this paper, we report a simple one-step thermal reducing method for synthesis of bimetallic Au@Pd nanoparticles with core-shell structures on the graphene surface. This new type of Au@Pd-G composites is characteriz... In this paper, we report a simple one-step thermal reducing method for synthesis of bimetallic Au@Pd nanoparticles with core-shell structures on the graphene surface. This new type of Au@Pd-G composites is characterized by transmission electron microscopy, high resolution transmission electron microscopy, X-ray photoelectron spectroscopy and X-ray diffraction. It is found that Au@Pd nanoparticles with an average diameter of 11 nm are well dispersed on the graphene surface, and the Au core quantity as well as the Pd shell thickness can be quantitatively controlled by loading different amounts of metallic precursors, and the involved core-shell structure formation mechanism is also discussed. The ternary Pt/Au@Pd-G composites can also be synthetized by the subsequent Pt doping. The catalytic performance of Au@Pd-G composites toward methanol electro-oxidation in acidic media is investigated. The results show that Au@Pd-G composites exhibit higher catalytic activity, better stability and stronger tolerance to CO poisoning than Pd-G and Au-G counterparts. 展开更多
关键词 Composite materials NANOPARTICLES Electric properties materials synthesis Mierostructure
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Solution combustion synthesis of Fe-Ni-Y_2O_3 nanocomposites for magnetic application
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作者 刘烨 秦明礼 +4 位作者 章林 贾宝瑞 陈鹏起 张德志 曲选辉 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第1期23-29,共7页
Fe-Ni-Y2O3 nanocomposites with uniform distribution of fine oxide particles in the gamma Fe Ni matrix were successfully fabricated via solution combustion followed by hydrogen reduction. The morphological characterist... Fe-Ni-Y2O3 nanocomposites with uniform distribution of fine oxide particles in the gamma Fe Ni matrix were successfully fabricated via solution combustion followed by hydrogen reduction. The morphological characteristics and phase transformation of the combusted powder and the Fe-Ni-Y2O3 nanocomposites were characterized by XRD, FESEM and TEM.Porous Fe-Ni-Y2O3 nanocomposites with crystallite size below 100 nm were obtained after reduction. The morphology, phases and magnetic property of Fe-Ni-Y2O3 nanocomposites reduced at different temperatures were investigated. The Fe-Ni-Y2O3 nanocomposite reduced at 900 °C has the maximum saturation magnetization and the minimum coercivity values of 167.41 A/(m2·kg)and 3.11 k A/m, respectively. 展开更多
关键词 nanocomposite powder solution combustion synthesis soft magnetic materials magnetic properties
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Laser-assisted manufacturing for sensors
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作者 Jing Han Di Xin +9 位作者 Jinbo Pang Lili Zhao Dehui Sun Yang Zheng Xiaoyan Liu Zhenhuan Zhao Xiaoli Zhang Qijun Sun Hong Liu Weijia Zhou 《International Journal of Extreme Manufacturing》 2025年第4期217-246,共30页
The laser-assisted manufacturing technology has significant advantages in meeting various demands such as complex structures,functional integration,customized devices,and cost-effectiveness,which makes it a highly att... The laser-assisted manufacturing technology has significant advantages in meeting various demands such as complex structures,functional integration,customized devices,and cost-effectiveness,which makes it a highly attractive option for fabricating sensors.In this review,the latest advancements and strategies in intelligent sensor development through laser processing were surveyed and outlined following the interaction of laser and materials.Laser-assisted manufacturing technologies have been extensively applied in materials science and device processing.Firstly,laser technology can be utilized in a wide range of materials,encompassing carbon-based materials,metals,and metallic oxides.In the field of device scale processing,laser manufacturing is widely used in micro/nano structures,planar device construction,and stereoscopic electronic devices such as cutting,engraving,and lithography.Additionally,laser technology provides robust support for sensor applications,covering fields such as pressure sensing,temperature sensing,gas sensing,and biosensors.Furthermore,laser considerably serves in real application areas such as multifunctional sensing systems,actuators,and robots.The widespread application of laser manufacturing technology in sensor platform fabrication offers effective solutions for realizing the miniaturization,multifunctionality,and integration of sensors. 展开更多
关键词 laser manufacturing SENSORS material synthesis device structures FUNCTIONALITY
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Machine learning in electrochemical oxidation process:A mini-review
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作者 Zonglin Li Shihua Zou +3 位作者 Zining Wang Georgeta Postole Liang Hu Hongying Zhao 《Chinese Chemical Letters》 2025年第8期28-38,共11页
In recent years,machine learning(ML)techniques have demonstrated a strong ability to solve highly complex and non-linear problems by analyzing large datasets and learning their intrinsic patterns and relationships.Par... In recent years,machine learning(ML)techniques have demonstrated a strong ability to solve highly complex and non-linear problems by analyzing large datasets and learning their intrinsic patterns and relationships.Particularly in chemical engineering and materials science,ML can be used to discover microstructural composition,optimize chemical processes,and create novel synthetic pathways.Electrochemical processes offer the advantages of precise process control,environmental friendliness,high energy conversion efficiency and low cost.This review article provides the first systematic summary of ML in the application of electrochemical oxidation,including pollutant removal,battery remediation,substance synthesis and material characterization prediction.Hot trends at the intersection of ML and electrochemical oxidation were analyzed through bibliometrics.Common ML models were outlined.The role of ML in improving removal efficiency,optimizing experimental conditions,aiding battery diagnosis and predictive maintenance,and revealing material characterization was highlighted.In addition,current issues and future perspectives were presented in relation to the strengths and weaknesses of ML algorithms applied to electrochemical oxidation.In order to further support the sustainable growth of electrochemistry from basic research to useful applications,this review attempts to make it easier to integrate ML into electrochemical oxidation. 展开更多
关键词 Machine learning Electrochemical oxidation Pollutant removal Lithium-ion battery material synthesis
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Unraveling transition-metal-mediated stability of spinel oxide via in situ neutron scattering
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作者 Yan Chen Ke An 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2022年第5期60-70,共11页
The energy materials performance is intrinsically determined by structures from the average lattice structure to the atom arrangement, valence, and distribution of the containing transition metal(TM) elements. Underst... The energy materials performance is intrinsically determined by structures from the average lattice structure to the atom arrangement, valence, and distribution of the containing transition metal(TM) elements. Understanding the mechanism of the structure transition and atom rearrangement via synthesis or processing is key to expediting the exploration of excellent energy materials. In this work, in situ neutron scattering is employed to reveal the real-time structure evolution, including the TM-O bonds, lattice,TM valence and the migration of the high-voltage spinel cathode LiNi_(0.5)Mn_(1.5)O_(4). The transition-metalmediated spinel destabilization under the annealing at the oxygen-deficient atmosphere is pinpointed.The formation of Mn^(3+) is correlated to the TM migration activation, TM disordered rearrangement in the spinel, and the transition to a layered-rocksalt phase. The further TM interdiffusion and Mn^(3+) reduction are also revealed with multi-stage thermodynamics and kinetics. The mechanisms of phase transition and atom migrations as functions of temperature, time and atmosphere present important guidance on the synthesis in various-valence element containing oxides. 展开更多
关键词 In situ neutron diffraction Pair distribution function Energy storage material material synthesis High-temperature phase transition Disordering Atomic interdiffusion
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AI-Driven Advances in SustainableMaterials for Green Energy:From Innovation to LifecycleManagement
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作者 Yuehui Xian Cheng Li +2 位作者 Yangyang Xu Yumei Zhou Dezhen Xue 《SusMat》 2025年第5期68-104,共37页
Artificial intelligence(AI)is revolutionizing sustainable materials science,yet a comprehensive and timely evaluation of the rapidly evolving AI techniques applied across the entire materials lifecycle remains lacking... Artificial intelligence(AI)is revolutionizing sustainable materials science,yet a comprehensive and timely evaluation of the rapidly evolving AI techniques applied across the entire materials lifecycle remains lacking.Thiswork reviews AI-driven advances in sustainable materials,specifically focusing on battery materials,thermal management materials,energy conversion materials,and catalysts.The key patterns,capabilities,and limitations of AI are identified across three interconnected phases:sustainable materials design(leveraging predictive and generative models for accelerated discovery),green processing(integrating adaptive synthesis optimization and autonomous experimentation),and extending to lifecycle management(encompassing real-time monitoring,predictive maintenance,and intelligent recycling).Then,the persistent challenges,including data sparsity,domainspecific knowledge integration,and limited model generalizability,are investigated,followed by an exploration of emerging solutions such as federated learning for privacy-preserving data sharing,physics-informed neural networks for knowledge integration,and multimodal AI for cross-modal knowledge transfer.Finally,the computational sustainability challenges of AI methods themselves are also discussed.This review highlights key bottlenecks impeding scalable adoption and discuss pathways for realizing the full potential of AI in sustainable materials development. 展开更多
关键词 artificial intelligence in materials science green manufacturing materials informatics material synthesis sustainable materials design
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Effect of Graphene Oxide as a Dopant on the Electrochemical Performance of Graphene Oxide/Polyaniline Composite 被引量:4
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作者 Fang Hu Wenhai Li +1 位作者 Ji Zhang Wei Meng 《Journal of Materials Science & Technology》 SCIE EI CAS CSCD 2014年第4期321-327,共7页
A method for preparing a graphene oxide/polyaniline (GO/PANI) composite electrode was developed to investigate the effect of GO doped in PANI. PANI was first prepared by the polymerisation of aniline and then dedope... A method for preparing a graphene oxide/polyaniline (GO/PANI) composite electrode was developed to investigate the effect of GO doped in PANI. PANI was first prepared by the polymerisation of aniline and then dedoped by NH4OH to form emeraldine base (EB). The dedoped PANI and as-prepared GO were dissolved in N-methyl-2-pyrrolidone (NMP) to generate a homogeneous dispersion. The GO/PANI composites were redoped in HCI before use as electrode materials. These composites were characterised by Raman spectroscopy, X-ray diffraction, UV-vis adsorption spectroscopy, scanning electron microscopy, atomic force microscopy and electrochemical measurements. The GO/PANI composite electrode (containing 2.5% GO) has an initial gravimetric capacitance of 896 F g-1 at a scan rate of 5 mV s-1 and a retention life of 51% after 500 cycles, which is an improvement over that of pure PANI (23%). The results show that the synergy of GO and PANI attributes to the good electrochemical performance of the GO/PANI composite electrode. 展开更多
关键词 Electrical properties Carbon film CAPACITANCE materials synthesis
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Micro/nano metal–organic frameworks meet energy chemistry: A review of materials synthesis and applications 被引量:11
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作者 Zhenyang Meng Ziming Qiu +4 位作者 Yuxin Shi Shixian Wang Guangxun Zhang Yecan Pi Huan Pang 《eScience》 2023年第2期32-59,共28页
Micro/nano metal–organic frameworks(MOFs)have attracted significant attention in recent years due to their numerous unique properties,with many synthetic methods and strategies being reported for constructing MOFs wi... Micro/nano metal–organic frameworks(MOFs)have attracted significant attention in recent years due to their numerous unique properties,with many synthetic methods and strategies being reported for constructing MOFs with specific micro/nano structures.In addition,the design of micro/nano MOFs for energy storage and conversion applications and the study of the structure–activity relationship have also become research hotspots.Herein,a comprehensive overview of the recent progress on micro/nano MOFs is presented.We begin with a brief introduction to the various synthesis methods for controlling the morphology of micro/nano MOFs.Subsequently,the structure-dependent properties of micro/nano MOFs as electrode materials or catalysts in terms of batteries,supercapacitors,and catalysis are discussed.Finally,the remaining challenges and future perspectives in this field are presented.Overall,this review is expected to inspire the design of advanced micro/nano MOFs for efficient energy storage and conversion technologies. 展开更多
关键词 Micro/nano MOFs materials synthesis Energy storage and conversion CATALYSIS
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