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A review of the standardized measurement of the characteristics of graphene-based materials
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作者 Zhang Donghui Li Wan +2 位作者 Ou Bingxian Wang Liangwang Ge Guanglu 《新型炭材料(中英文)》 北大核心 2026年第1期91-108,共18页
Standardization is necessary for the early industrialization of the new materials and technology.It is achieved by having agreed practices for the measurement of properties and other characteristics.The promising use ... Standardization is necessary for the early industrialization of the new materials and technology.It is achieved by having agreed practices for the measurement of properties and other characteristics.The promising use of graphene-based materials in fields like electronics,energy,and composites has resulted in standards for their nomenclature,the measurement of key characteristics,and their specification,etc.Among these,standards for measuring the key characteristics are crucial.The critical parameters are the number of layers,the type and concentration of defects and functional groups,elemental composition,sheet resistance,and carrier mobility.Standards for characterizing these have been analyzed by the International Organization for Standardization Technical Committee in ISO/TC229 and the International Electrotechnical Commission Technical Committee in IEC/TC113.These give details of applicable or preferred samples,the fundamental principles of the techniques,specific precautions,and points for attention in the relevant standards.The pivotal role of the ISO/TC229 and IEC/TC113 standards is considered and challenges and future trends are outlined. 展开更多
关键词 Nanotechnology Graphene-based materials Measurement standards Critical characteristics Quality control
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A review of covalent organic framework materials for CO_(2) adsorption
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作者 Zeng Fanqiang Ji Changchun +1 位作者 Wang Yudong Li Yousheng 《新型炭材料(中英文)》 北大核心 2026年第1期44-66,共23页
The capture of atmospheric carbon dioxide by adsorbents is an important strategy to deal with the greenhouse effect.Compared with traditional CO_(2) adsorption materials like activated carbon,silica gel,and zeolite mo... The capture of atmospheric carbon dioxide by adsorbents is an important strategy to deal with the greenhouse effect.Compared with traditional CO_(2) adsorption materials like activated carbon,silica gel,and zeolite molecular sieves,covalent organic frameworks(COFs)have excellent thermal and chemical stabilities and can be produced in many different forms.Using their different possible construction units,ordered structures for specific applications can be produced,giving them broad prospects in fields such as gas storage.This review analyzes the different types of COFs that have been synthesized and their different methods of CO_(2) capture.It then discusses different ways to increase CO_(2) adsorption by changing the internal structure of COFs and modifying their surfaces.The limitations of COF-derived carbon materials in CO_(2) capture are reviewed and,finally,the key role of machine learning and computational simulation in improving CO_(2) adsorption is mentioned,and the current status and future possible uses of COFs are summarized. 展开更多
关键词 CO_(2)capture Modification of COFs COF-derived carbon materials Machine learning Computational simulation
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Recent advances in carbon-based materials for CO_(2) capture and utilization
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作者 FU Lang YAO Dingding +2 位作者 HU Qiang YAN Shuiping YANG Haiping 《燃料化学学报(中英文)》 北大核心 2026年第3期15-32,共18页
CO_(2) capture and utilization(CCU)technologies have been recognized as crucial strategies for mitigating global warming,reducing carbon emission,and promoting resource circularity.As such,the design and development o... CO_(2) capture and utilization(CCU)technologies have been recognized as crucial strategies for mitigating global warming,reducing carbon emission,and promoting resource circularity.As such,the design and development of related materials have attracted considerable research attention.Carbon-based materials,characterized by tunable pore structures,abundant active sites,high specific surface area,and excellent chemical stability,demonstrate significant potential for applications in CO_(2) capture and utilization.This review systematically analyzes the adsorption behaviors and performance variations of typical carbon materials,including activated carbon,porous carbon,graphene,and carbon nanotubes during CO_(2) capture processes.Concerning CO_(2) utilization,emphasis is placed on recent advances in the catalytic applications of carbon-based materials in key reactions such as methanation,reverse water-gas shift,dry reforming of methane,and alcohol synthesis.Moreover,the benefits and drawbacks of carbon materials in terms of CO_(2) adsorption capacity,catalytic activity,and stability are thoroughly evaluated,and their potential applications in integrated CO_(2) capture and utilization technologies are discussed.Finally,key strategies for enhancing the performance of carbonaceous materials through structural modulation and surface modification are elucidated.This review aims to provide theoretical guidance for the future development and large-scale implementation of carbon-based materials in CCU technologies. 展开更多
关键词 CO_(2)capture and utilization carbon materials ADSORPTION CATALYSIS
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Nonwoven materials drive"light,quiet,green"automotive innovation
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作者 Zhao Xinhua 《China Textile》 2026年第1期30-33,共4页
Investments in eco-friendly,recyclable material solutions and innovation in bio-based nonwovens are increasingly shaping the next generation of automotive interiors.The development of nonwoven materials and associated... Investments in eco-friendly,recyclable material solutions and innovation in bio-based nonwovens are increasingly shaping the next generation of automotive interiors.The development of nonwoven materials and associated technologies is likely to lead to even wider adoption in the automotive industry,driven by rising global vehicle production,particularly in the growing electric vehicle(EV)segment,and an intensified focus on sustainable solutions. 展开更多
关键词 nonwoven materials green eco friendly sustainable solutions QUIET automotive interiorsthe drivelight development nonwoven materials associated technologies
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Harnessing the Power from Ambient Moisture with Hygroscopic Materials
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作者 Daozhi Shen Fangzhou Li +1 位作者 Yanjie Su Limin Zhu 《Nano-Micro Letters》 2026年第4期663-699,共37页
Moisture electricity generation(MEG)has emerged as a sustainable and versatile energy-harvesting technology capable of converting ubiquitous environmental moisture into electrical energy,which holds great promise for ... Moisture electricity generation(MEG)has emerged as a sustainable and versatile energy-harvesting technology capable of converting ubiquitous environmental moisture into electrical energy,which holds great promise for renewable energy and constructing self-powered electronics.In this review,we begin by outlining the fundamental mechanisms—ion diffusion,electric double layer formation,and streaming potential—that govern charge transport for MEG in moist environments.A comprehensive survey of material innovations follows,highlighting breakthroughs in carbon-based materials,conductive polymers,hydrogels,and bio-inspired systems that enhance MEG performance,scalability,and biocompatibility.We then explore a range of device architectures,from planar and layered systems to flexible,miniaturized,and textile-integrated designs,engineered for both energy conversion and sensor integration.Key challenges are analyzed,along with strategies for overcoming them.We conclude with a forward-looking perspective on future directions,including hybrid energy systems,AI-assisted material design,and real-world deployment.This review presents a timely and comprehensive overview of MEG technologies and their trajectory toward practical and sustainable energy solutions. 展开更多
关键词 Moisture electricity generation HYDROELECTRICITY NANOGENERATORS materials design Hygroscopic material
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Erratum:Bio-inspired Fog Harvesting Fabric Materials:Principle,Fabrication,Engineering Applications and Challenges
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作者 Xueke Yang Sha Li +2 位作者 Xiaobo Wang Xiaoming Qian Songnan Zhang 《Journal of Bionic Engineering》 2026年第1期549-549,共1页
The original online version of this article was revised:"The article Bio-inspired Fog Harvesting Fabric Materials:Principle,Fabrication,Engineering Applications and Challenges,written by Xueke Yang,Sha Li,Xiaobo ... The original online version of this article was revised:"The article Bio-inspired Fog Harvesting Fabric Materials:Principle,Fabrication,Engineering Applications and Challenges,written by Xueke Yang,Sha Li,Xiaobo Wang,Xiaoming Qian,and Songnan Zhang,was originally published under exclusive license to Jilin University.Following the authors'decision to opt for retrospective open access,the copyright of the article was changed on 27 April 2025 to©The Authors 2025.The article is now distributed under the terms of the Creative Commons Attribution License(http://creativecommons.org/licenses/by/4.0),which permits unrestricted use,distribution,and reproduction in any medium,provided the original author(s)and source are credited." 展开更多
关键词 PRINCIPLE fog harvesting fabric materials FABRICATION CHALLENGES engineering applications bio inspired
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The Renaissance of Materials
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作者 GE LIJUN 《ChinAfrica》 2026年第3期46-48,共3页
With the start of the new year,Wen Congxiang,managing director of Ningbo Nuoding,a company specialising in the recycling of end-of-life vehicles,has been constantly on the move.Much of his time is spent coordinating w... With the start of the new year,Wen Congxiang,managing director of Ningbo Nuoding,a company specialising in the recycling of end-of-life vehicles,has been constantly on the move.Much of his time is spent coordinating with vehicle collection firms,electric bicycle manufacturers and recycled materials distributors,as he works to build partnerships focused on the targeted collection and distribution of recycled products. 展开更多
关键词 bicycle manufacturers end life vehicles recycled products partnerships recycled materials collection distribution distributed products RECYCLING
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Q4 materials update: New pathways in plastic recycling, bacteria "weave" rainbow fabric
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作者 Zhao Xinhua 《China Textile》 2026年第1期28-29,共2页
PKU:The super fibers combine strength and toughness In impact protection applications such as ballistic armor,vehicle shielding,and aerospace,the dynamic strength and dynamic toughness of fiber materials are critical ... PKU:The super fibers combine strength and toughness In impact protection applications such as ballistic armor,vehicle shielding,and aerospace,the dynamic strength and dynamic toughness of fiber materials are critical performance indicators determining protective efficacy.However,widely used polymeric fibers still face significant challenges preventing full utilization of the material’s intrinsic strength and toughness. 展开更多
关键词 impact protection protective efficacyhoweverwidely plastic recycling ballistic armorvehicle polymeric fibers fiber materials BACTERIA dynamic strength
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Review of Flash Joule Heating for the Synthesis of Graphene and Other Functional Carbon Materials
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作者 Zhiwu Tan Faisal Mahmood +8 位作者 Mengzhen Tian Yimeng Li Qingfa Zhang Zhong Ma Mingfeng Wang Weiwei Liu Shihong Zhang Haiping Yang Bin Li 《Carbon Energy》 2026年第1期223-252,共30页
Flash Joule heating(FJH),as a high-efficiency and low-energy consumption technology for advanced materials synthesis,has shown significant potential in the synthesis of graphene and other functional carbon materials.B... Flash Joule heating(FJH),as a high-efficiency and low-energy consumption technology for advanced materials synthesis,has shown significant potential in the synthesis of graphene and other functional carbon materials.Based on the Joule effect,the solid carbon sources can be rapidly heated to ultra-high temperatures(>3000 K)through instantaneous high-energy current pulses during FJH,thus driving the rapid rearrangement and graphitization of carbon atoms.This technology demonstrates numerous advantages,such as solvent-and catalyst-free features,high energy conversion efficiency,and a short process cycle.In this review,we have systematically summarized the technology principle and equipment design for FJH,as well as its raw materials selection and pretreatment strategies.The research progress in the FJH synthesis of flash graphene,carbon nanotubes,graphene fibers,and anode hard carbon,as well as its by-products,is also presented.FJH can precisely optimize the microstructures of carbon materials(e.g.,interlayer spacing of turbostratic graphene,defect concentration,and heteroatom doping)by regulating its operation parameters like flash voltage and flash time,thereby enhancing their performances in various applications,such as composite reinforcement,metal-ion battery electrodes,supercapacitors,and electrocatalysts.However,this technology is still challenged by low process yield,macroscopic material uniformity,and green power supply system construction.More research efforts are also required to promote the transition of FJH from laboratory to industrial-scale applications,thus providing innovative solutions for advanced carbon materials manufacturing and waste management toward carbon neutrality. 展开更多
关键词 APPLICATIONS by products flash graphene flash Joule heating functional carbon materials upscaling
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Design and performance of the soft X-ray energy materials research beamline at SSRF
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作者 Zhen-Hua Chen Li-Min Zhou +3 位作者 Hai-Tao Li Ying Zou Yong Wang Ren-Zhong Tai 《Nuclear Science and Techniques》 2026年第2期55-66,共12页
A soft X-ray energy materials research beamline(BL20U2),a branch of energy materials beamline(E-line),has been constructed in the Shanghai Synchrotron Radiation Facility(SSRF)Phase-II project.It is now operational for... A soft X-ray energy materials research beamline(BL20U2),a branch of energy materials beamline(E-line),has been constructed in the Shanghai Synchrotron Radiation Facility(SSRF)Phase-II project.It is now operational for soft X-ray resonant emission spectroscopy(RXES)and soft X-ray resonant elastic scattering(REXS)investigations.Optical optimization was implemented for high performance,e.g.,photon flux,energy-resolving power,and focus spot size.RXES experiments show that the energy range extends from 150 to 1500 eV.The elastic peak measured near titanium absorption edge(@445 eV)indicates an energy resolution of the RXES spectrometer of 65 meV.The measured photon flux is 3×10^(12)photons/s at 244 eV at the RXES sample position for an SSRF electron energy of 3.5 GeV and a projected ring current as 300 mA.The spot size at the RXES sample position is 23μm in the horizontal direction and 7.9μm in the vertical direction,respectively.Moreover,the angular resolution of elastic REXS scatterometer reaches 0.005°through measurement of X-ray reflection from the single-crystal silicon wafers.A sample of the REXS scatterometer is vibrationally decoupled from its chamber and cooled using copper braids connected from an open cycle liquid helium cryo reservoir,whereas the minimum sample temperature is below 15 K. 展开更多
关键词 Synchrotron radiation materials research beamline Wide-energy range E-line SSRF
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Structural optimization and fabrication of energy storage materials based on additive manufacturing technology
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作者 Xiaowen Ma Xu Wang +3 位作者 Haoran Shi Yongchang Liu Baicheng Zhang Xuanhui Qu 《International Journal of Minerals,Metallurgy and Materials》 2026年第2期467-478,共12页
Achieving high energy and power densities is currently a core challenge in the fabrication of energy storage materials.Although numerous high-capacity materials have been developed,conventional planar electrodes canno... Achieving high energy and power densities is currently a core challenge in the fabrication of energy storage materials.Although numerous high-capacity materials have been developed,conventional planar electrodes cannot achieve high active material loading and efficient ion/electron transport simultaneously.By contrast,three-dimensional(3D)structures have attracted increasing interest because of their capacity to enhance active material utilization,shorten ion and electron transport pathways,reduce interfacial impedance,and provide spatial accommodation for volume expansion.Additive manufacturing(AM)technology effectively fabricates energy-storage materials with 3D structures by accurately constructing complex 3D structures via layer-by-layer deposition.Recent studies have employed AM to construct ordered 3D electrodes that can optimize ion/electron transport,regulate electric field distribution,or improve the electrode-electrolyte interface,thereby contributing to enhanced kinetic performance and cycling stability.This review systematically summarizes the applications of several AM technologies in the fabrication of energy storage materials and analyzes their respective advantages and limitations.Subsequently,the advantages of AM technology in the fabrication of energy storage materials and several major optimization strategies are comprehensively discussed.Finally,the major challenges and potential applications of AM technology in energy storage material optimization are discussed. 展开更多
关键词 additive manufacturing porous structures all-solid-state batteries structured electrodes solid electrolyte energy storage materials
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Emerging Role of 2D Materials in Photovoltaics:Efficiency Enhancement and Future Perspectives
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作者 Ghulam Dastgeer Muhammad Wajid Zulfiqar +7 位作者 Sobia Nisar Rimsha Zulfiqar Muhammad Imran Swagata Panchanan Subhajit Dutta Kamran Akbar Alberto Vomiero Zhiming Wang 《Nano-Micro Letters》 2026年第1期843-895,共53页
The growing global energy demand and worsening climate change highlight the urgent need for clean,efficient and sustainable energy solutions.Among emerging technologies,atomically thin two-dimensional(2D)materials off... The growing global energy demand and worsening climate change highlight the urgent need for clean,efficient and sustainable energy solutions.Among emerging technologies,atomically thin two-dimensional(2D)materials offer unique advantages in photovoltaics due to their tunable optoelectronic properties,high surface area and efficient charge transport capabilities.This review explores recent progress in photovoltaics incorporating 2D materials,focusing on their application as hole and electron transport layers to optimize bandgap alignment,enhance carrier mobility and improve chemical stability.A comprehensive analysis is presented on perovskite solar cells utilizing 2D materials,with a particular focus on strategies to enhance crystallization,passivate defects and improve overall cell efficiency.Additionally,the application of 2D materials in organic solar cells is examined,particularly for reducing recombination losses and enhancing charge extraction through work function modification.Their impact on dye-sensitized solar cells,including catalytic activity and counter electrode performance,is also explored.Finally,the review outlines key challenges,material limitations and performance metrics,offering insight into the future development of nextgeneration photovoltaic devices encouraged by 2D materials. 展开更多
关键词 2D materials Photovoltaics Interface engineering Work function tuning Energy harvesting
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Applications and challenges of biomedical polymer materials in pulmonary diseases
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作者 Dayang Xie Qiannan Cao +2 位作者 Huapan Fang Yanhui Li Huayu Tian 《Chinese Chemical Letters》 2026年第2期114-125,共12页
Pulmonary diseases have long posed a severe threat to human life and health.The incidence and mortality rates of pulmonary diseases have shown a rising trend year by year,highlighting the urgency of developing safe an... Pulmonary diseases have long posed a severe threat to human life and health.The incidence and mortality rates of pulmonary diseases have shown a rising trend year by year,highlighting the urgency of developing safe and effective therapeutic approaches.In recent years,to address the challenges faced by traditional treatment strategies for pulmonary diseases,the interdisciplinary integration has greatly promoted the rapid development of biomedical polymer materials in the field of pulmonary disease treatment.This review provides a detailed description of the structural characteristics of lung tissue,types of pulmonary diseases,traditional treatment methods,the categories and properties of biomedical polymer materials applied to pulmonary diseases.We systematically elaborate on the applications of biomedical polymer materials in the treatment of different pulmonary diseases and thoroughly discuss their functional roles in pulmonary diseases,particularly in the delivery of therapeutic agents to diseased sites,the formation of pulmonary aerosol formulations,and the facilitation of the effective accumulation of therapeutic agents.The latest research progresses of biomedical polymer materials are also introduced in pulmonary disease treatment.We have highlighted the current challenges and development opportunities of biomedical polymer materials in the treatment of pulmonary diseases,and provide future research directions for biomedical polymer materials in this field.This review will provide valuable reference for the basic research and clinical application of biomedical polymer materials in pulmonary disease treatment. 展开更多
关键词 Pulmonary disease Biomedical polymer materials Lung structure Drug delivery Treatment methods
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Exploring the design potential of iridescent Flavobacteria for thermochromic engineered living materials
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作者 Clarice Risseeuw Likhitha Kummetha +3 位作者 Colin Ingham Elvin Karana Marie-Eve Aubin-Tam Joana Martins 《Bio-Design and Manufacturing》 2026年第1期182-196,I0031-I0046,共31页
By leveraging the unique qualities of microorganisms,engineered living materials(ELMs)offer functional and economic advantages in everyday applications along with notable ecological benefits.This study contributes to ... By leveraging the unique qualities of microorganisms,engineered living materials(ELMs)offer functional and economic advantages in everyday applications along with notable ecological benefits.This study contributes to the growing field of biodesign by examining the potential of Flavobacteria for thermochromic ELMs.Many Flavobacteria,commonly found in marine environments,produce iridescent structural colorations as their colonies expand on semi-solid surfaces through gliding motility.In this study,we analyzed the effects of temperature variations on flavobacterium Cellulophaga lytica PLY A 2,characterizing distinct changes in colony growth and iridescent colorations at a macroscopic and microscopic scale.Using scanning electron microscopy,we investigated the relationship between iridescent color and the underlying cell-based optical structures.By providing insights into the temperature-responsive behavior of Flavobacteria,our findings highlight their potential for future thermochromic ELMs-with applications ranging from sustainable food packaging to smart textiles-while encouraging further characterization studies within biodesign research. 展开更多
关键词 Engineered living materials(ELMs) Living sensors THERMOCHROMIC TEMPERATURE-RESPONSIVE Iridescent color Cellulophaga lytica PLY-A2
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Construction of Bionic Non-Smooth Surface of Cu-Based Friction Materials Based on Finite Element Method
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作者 Lekai Li Juxiang Zhu +3 位作者 Zhaohua Yao Mengting Xing Yitong Tian Ma Yunhai 《Journal of Bionic Engineering》 2026年第1期326-340,共15页
To solve the problem of abnormal abrasion of Cu-Based Friction Materials(CBFMs),Bionic Non-Smooth Surface(BNS)on friction surface of CBFMs was constructed based on bionic principles,and the optimal bionic prototype wa... To solve the problem of abnormal abrasion of Cu-Based Friction Materials(CBFMs),Bionic Non-Smooth Surface(BNS)on friction surface of CBFMs was constructed based on bionic principles,and the optimal bionic prototype was selected by Finite Element Method(FEM).In addition,the bionic parameters were optimized by Response Surface Method(RSM).Samples holding BNS were prepared by Laser Processing,tribological properties were tested by a Friction and Wear Tester and worn surface morphology was characterized by a Scanning Electron Microscope(SEM).The results showed that BNS on friction surface could regulate the stress distribution and alleviate the peak stress.Among all samples,the coupled texture of pit-hexagonal got the minimum peak stress.During braking,bionic texture could also collect wear debris or change the motion forms from sliding to rotation,which can reduce abnormal abrasion.The wear rate was reduced by 19.31%.The results in this paper can provide a new idea for enhancing the tribological properties of CBFMs,and can also lay the foundation for further research of bionic tribology. 展开更多
关键词 Bionic non-smooth surface Friction materials FEM Wear mechanism
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A theory perspective of the polysulfide absorbing materials for room-temperature sodium-sulfur batteries
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作者 Chhail Bihari Soni Vipin Kumar 《Journal of Energy Chemistry》 2026年第1期584-604,I0013,共22页
Though the formation of polysulfide is desirable,as it contributes to the capacity build-up,it must not leak into the electrolyte.The loss of polysulfide causes capacity fade,a change in the local chemistry of the ele... Though the formation of polysulfide is desirable,as it contributes to the capacity build-up,it must not leak into the electrolyte.The loss of polysulfide causes capacity fade,a change in the local chemistry of the electrolyte,and anode poisoning.Constant efforts are in progress to find suitable polysulfide-absorbing materials;however,the magical polysulfide absorber is yet to be discovered or developed.Experimental methods alone often fall short in accelerating the investigations may be due to the complex Nature of the testing.This review focuses on the importance of computational methods,particularly density functional theory(DFT),in screening suitable polysulfide absorbers.It highlights the critical role of anchoring materials in improving Na-S battery performance,including pristine and doped graphene,metal–organic frameworks,carbon Nanofibers,vanadium disulfide,MXenes,and metal sulfides.By examining adsorption energies,charge transfer mechanisms,and catalytic properties,this review provides insights into the design of advanced materials that can effectively immobilize polysulfides and enhance battery stability.The review aims to guide future research efforts toward the development of high-performance RT Na-S batteries through a comprehensive understanding of the polysulfide-absorbing materials. 展开更多
关键词 Na-S battery Computational theory Polysulfide absorbing materials DFT
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Cement-Based Thermoelectric Materials, Devices and Applications
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作者 Wanqiang Li Chunyu Du +1 位作者 Lirong Liang Guangming Chen 《Nano-Micro Letters》 2026年第1期750-781,共32页
Cement stands as a dominant contributor to global energy consumption and carbon emissions in the construction industry.With the upgrading of infrastructure and the improvement of building standards,traditional cement ... Cement stands as a dominant contributor to global energy consumption and carbon emissions in the construction industry.With the upgrading of infrastructure and the improvement of building standards,traditional cement fails to reconcile ecological responsibility with advanced functional performance.By incorporating tailored fillers into cement matrices,the resulting composites achieve enhanced thermoelectric(TE)conversion capabilities.These materials can harness solar radiation from building envelopes and recover waste heat from indoor thermal gradients,facilitating bidirectional energy conversion.This review offers a comprehensive and timely overview of cementbased thermoelectric materials(CTEMs),integrating material design,device fabrication,and diverse applications into a holistic perspective.It summarizes recent advancements in TE performance enhancement,encompassing fillers optimization and matrices innovation.Additionally,the review consolidates fabrication strategies and performance evaluations of cement-based thermoelectric devices(CTEDs),providing detailed discussions on their roles in monitoring and protection,energy harvesting,and smart building.We also address sustainability,durability,and lifecycle considerations of CTEMs,which are essential for real-world deployment.Finally,we outline future research directions in materials design,device engineering,and scalable manufacturing to foster the practical application of CTEMs in sustainable and intelligent infrastructure. 展开更多
关键词 Functional cement Thermoelectric materials Device structure Smart building
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Inverse Design of Composite Materials Based on Latent Space and Bayesian Optimization
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作者 Xianrui Lyu Xiaodan Ren 《Computer Modeling in Engineering & Sciences》 2026年第1期1-25,共25页
Inverse design of advanced materials represents a pivotal challenge in materials science.Leveraging the latent space of Variational Autoencoders(VAEs)for material optimization has emerged as a significant advancement ... Inverse design of advanced materials represents a pivotal challenge in materials science.Leveraging the latent space of Variational Autoencoders(VAEs)for material optimization has emerged as a significant advancement in the field of material inverse design.However,VAEs are inherently prone to generating blurred images,posing challenges for precise inverse design and microstructure manufacturing.While increasing the dimensionality of the VAE latent space can mitigate reconstruction blurriness to some extent,it simultaneously imposes a substantial burden on target optimization due to an excessively high search space.To address these limitations,this study adopts a Variational Autoencoder guided Conditional Diffusion Generative Model(VAE-CDGM)framework integrated with Bayesian optimization to achieve the inverse design of composite materials with targeted mechanical properties.The VAE-CDGM model synergizes the strengths of VAEs and Denoising Diffusion Probabilistic Models(DDPM),enabling the generation of high-quality,sharp images while preserving a manipulable latent space.To accommodate varying dimensional requirements of the latent space,two optimization strategies are proposed.When the latent space dimensionality is excessively high,SHapley Additive exPlanations(SHAP)sensitivity analysis is employed to identify critical latent features for optimization within a reduced subspace.Conversely,direct optimization is performed in the low-dimensional latent space of VAE-CDGM when dimensionality is modest.The results demonstrate that both strategies accurately achieve the targeted design of composite materials while circumventing the blurred reconstruction flaws of VAEs,which offers a novel pathway for the precise design of advanced materials. 展开更多
关键词 Variational autoencoder denoising diffusion generation model composite materials Bayesian opti-mization SHapley Additive exPlanations
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Advancing battery safety system:Introducing eutectic hydrated salt composite phase change materials with two stage thermal storage properties
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作者 Wensheng Yang Zhubin Yao +10 位作者 Xinxi Li Canbing Li Ya Mao Xiaoyu Zhou Wei Jia Yuhang Wu Weifu Xu Rui Liang Xiaozhou Liu Lifan Yuan Zhizhou Tan 《Green Energy & Environment》 2026年第1期148-168,共21页
To address the challenge of balancing thermal management and thermal runaway mitigation,it is crucial to explore effective methods for enhancing the safety of lithium-ion battery systems.Herein,an innovative hydrated ... To address the challenge of balancing thermal management and thermal runaway mitigation,it is crucial to explore effective methods for enhancing the safety of lithium-ion battery systems.Herein,an innovative hydrated salt composite phase change material(HSCPCM)with dual phase transition temperature zones has been proposed.This HSCPCM,denoted as SDMA10,combines hydrophilic modified expanded graphite,an acrylic emulsion coating,and eutectic hydrated salts to achieve leakage prevention,enhanced thermal stability,cycling stability,and superior phase change behavior.Battery modules incorporating SDMA10 demonstrate significant thermal control capabilities.Specifically,the cylindrical battery modules with SDMA10 can maintain maximum operating temperatures below 55°C at 4 C discharge rate,while prismatic battery modules can keep maximum operating temperatures below 65°C at 2 C discharge rate.In extreme battery overheating conditions simulated using heating plates,SDMA10 effectively suppresses thermal propagation.Even when the central heating plate reaches 300°C,the maximum temperature at the module edge heating plates remains below 85°C.Further,compared to organic composite phase change materials(CPCMs),the battery module with SDMA10 can further reduce the peak thermal runaway temperature by 93°C and delay the thermal runaway trigger time by 689 s,thereby significantly decreasing heat diffusion.Therefore,the designed HSCPCM integrates excellent latent heat storage and thermochemical storage capabilities,providing high thermal energy storage density within the thermal management and thermal runaway threshold temperature range.This research will offer a promising pathway for improving the thermal safety performance of battery packs in electric vehicles and other energy storage systems. 展开更多
关键词 Energy storage system Hydrated salt Inorganic phase change materials Battery thermal management Thermal runaway suppression
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Progress in Passive Radiative Cooling Materials:From Material Selection,Preparation Process,Structural Design to Applications
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作者 Yuqi Zhuansun Yunhai Ma +3 位作者 Hanliang Ding Shichao Niu Zhiwu Han Luquan Ren 《Journal of Bionic Engineering》 2026年第1期1-33,共33页
Radiative cooling passively emits heat to outer space without energy input,offering promise for energy-efficient thermal management.It is an important solution to promote the low-carbon environmental protection strate... Radiative cooling passively emits heat to outer space without energy input,offering promise for energy-efficient thermal management.It is an important solution to promote the low-carbon environmental protection strategy.With the continuous development of radiative cooling technologies,the material selection,preparation process,structural design,and applica-tion fields have also made more diverse progress.Therefore,this review aims to systematically introduce the fundamental concepts and underlying principles of radiative cooling.A summary of the commonly used materials for radiative cooling is provided.In addition,the advanced fabrication processes and structural designs of radiative cooling materials are further explored and discussed.Subsequently,the unique functions of radiative cooling materials are highlighted to enhance their applicability and usefulness across various fields.An overview of combining radiative cooling materials with different fields is also provided.In reality,these applications hold the potential to improve thermal management across a range of fields.Finally,it summarizes the shortcomings and great potential of radiative cooling materials in various fields.It also looks forward to the future,aiming to promote the progress and widespread adoption of radiative cooling technologies. 展开更多
关键词 Radiative cooling materials Bioinspired structure design Passive cooling methods Low-carbon energy strategy Thermal management
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