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Engineering of copper sulfide-based nanomaterials for thermoelectric application
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作者 Binqi He Kai Zhang Maiyong Zhu 《Green Energy & Environment》 2025年第4期619-688,共70页
In the context of diminishing energy resources and worsening greenhouse effect,thermoelectric materials have great potential for sustainable development due to their green and environmentally friendly characteristics.... In the context of diminishing energy resources and worsening greenhouse effect,thermoelectric materials have great potential for sustainable development due to their green and environmentally friendly characteristics.Among inorganic thermoelectric materials,copper sulfide compounds have greater potential than others due to their abundant element reserves on Earth,lower usage costs,non-toxicity,and good biocompatibility.Compared to organic thermoelectric materials,the"phonon liquid-electron crystal"(PLEC)feature of copper sulfide compounds makes them have stronger thermoelectric performance.This review summarizes the latest research progress in the synthesis methods and thermoelectric modification strategies of copper sulfide compounds.It first explains the importance of the solid-phase method in the manufacture of thermoelectric devices,and then focuses on the great potential of nanoscale synthesis technology based on liquid-phase method in the preparation of thermoelectric materials.Finally,it systematically discusses several strategies for regulating the thermoelectric performance of copper sulfide compounds,including adjusting the chemical proportion of Cu_(2-x)S and introducing element doping to regulate the crystal structure,phase composition,chemical composition,band structure,and nanoscale microstructure of copper sulfide compounds,and directly affecting ZT value by adjusting conductivity and thermal conductivity.In addition,it discusses composite engineering based on copper sulfide compounds,including inorganic,organic,and metal compounds,and discusses tri-component compounds derived from sulfide copper.Finally,it discusses the main challenges and prospects of the development of copper sulfide-based thermoelectric materials,hoping that this review will promote the development of copper sulfide-based thermoelectric materials. 展开更多
关键词 NANOmaterials thermoelectric materials organic thermoelectric materialsthephonon diminishing energy resources sustainable development solid phase method greenhouse effectthermoelectric materials inorganic thermoelectric materialscopper sulfide compounds
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Highlights of global magnesium materials research in 2024
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作者 Yan Yang Xiaoming Xiong +3 位作者 Jing Chen Xianhua Chen Xiaodong Peng Fusheng Pan 《Journal of Magnesium and Alloys》 2025年第5期1855-1858,共4页
Magnesium(Mg)and its alloys have been identified as one of the most promising structural,energy and biomaterials owing to their exceptional combination of properties.These include low density,high specific strength,go... Magnesium(Mg)and its alloys have been identified as one of the most promising structural,energy and biomaterials owing to their exceptional combination of properties.These include low density,high specific strength,good damping,high castability,high capacity of hydrogen storage。 展开更多
关键词 hydrogen storage BIOmaterials structural materials low density energy materials high specific strength global magnesium materials research good damping
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Postdoctoral Openings in Wenzhou University(China)for Chemistry,Chemical Engineering and Materials Science
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《Carbon Energy》 2025年第5期202-202,共1页
About us:The College of Chemistry and Materials Engineering(CME)in Wenzhou University(Zhejiang Province,China)is looking for postdoctoral candidates(up to 25)specialized in Chemistry,Chemical Engineering and Materials... About us:The College of Chemistry and Materials Engineering(CME)in Wenzhou University(Zhejiang Province,China)is looking for postdoctoral candidates(up to 25)specialized in Chemistry,Chemical Engineering and Materials Science.The collegehas its Chemistry program ranking ESI Top 6‰ worldwide,and Materials Scienceprogram ranking 589th in the world since 2023. 展开更多
关键词 postdoctoral openings materials science Wenzhou University CHEMISTRY materials scienceprogram materials sciencethe Zhejiang Province chemical engineering
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Supramolecular materials in life sciences: Recent advances and future directions
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作者 Wen-Jie Zhang Jiong Zhou 《Biomedical Engineering Communications》 2025年第2期1-5,共5页
The convergence of materials science and biotechnology has catalyzed the development of innovative platforms,including nanotechnology,smart sensors,and supramolecular materials,significantly advancing the progress in ... The convergence of materials science and biotechnology has catalyzed the development of innovative platforms,including nanotechnology,smart sensors,and supramolecular materials,significantly advancing the progress in the field of life sciences[1−7].Among them,supramolecular materials have garnered increasing attention in life sciences owing to their distinctive self-assembly capabilities and intelligent responsiveness[8−12]. 展开更多
关键词 materials science supramolecularmaterials supramolecular materialssignificantly future directions life sciences recent advances
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High-pressure research on optoelectronic materials:Insights from in situ characterization methods
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作者 Songhao Guo Yiqiang Zhan Xujie Lü 《Matter and Radiation at Extremes》 2025年第3期10-23,共14页
High-pressure research has emerged as a pivotal approach for advancing our understanding and development of optoelectronic materials,which are vital for a wide range of applications,including photovoltaics,light-emitt... High-pressure research has emerged as a pivotal approach for advancing our understanding and development of optoelectronic materials,which are vital for a wide range of applications,including photovoltaics,light-emitting devices,and photodetectors.This review highlights various in situ characterization methods employed in high-pressure research to investigate the optical,electronic,and structural properties of optoelectronic materials.We explore the advances that have been made in techniques such as X-ray diffraction,absorption spectroscopy,nonlinear optics,photoluminescence spectroscopy,Raman spectroscopy,and photoresponse measurement,emphasizing how these methods have enhanced the elucidation of structural transitions,bandgap modulation,performance optimization,and carrier dynamics engineering.These insights underscore the pivotal role of high-pressure techniques in optimizing and tailoring optoelectronic materials for future applications. 展开更多
关键词 optoelectronic materialswe x ray diffraction nonlinear optics situ characterization methods situ characterization optoelectronic materialswhich absorption spectroscopy optoelectronic materials
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Optimization of Mg-based hydrogen storage materials with multicomponent and high-entropy catalysts 被引量:1
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作者 Yu Sun Jiayi Cheng +2 位作者 Yaru Jiang Yafei Liu Yijing Wang 《International Journal of Minerals,Metallurgy and Materials》 2025年第11期2699-2712,共14页
Novel hydrogen storage materials have propelled progress in hydrogen storage technologies.Magnesium hydride(MgH_(2))is a highly promising candidate.Nevertheless,several drawbacks,including the need for elevated therma... Novel hydrogen storage materials have propelled progress in hydrogen storage technologies.Magnesium hydride(MgH_(2))is a highly promising candidate.Nevertheless,several drawbacks,including the need for elevated thermal conditions,sluggish dehydrogena-tion kinetics,and high thermodynamic stability,limit its practical application.One effective method of addressing these challenges is cata-lyst doping,which effectively boosts the hydrogen storage capability of Mg-based materials.Herein,we review recent advancements in catalyst-doped MgH_(2) composites,with particular focus on multicomponent and high-entropy catalysts.Structure-property relationships and catalytic mechanisms in these doping strategies are also summarized.Finally,based on existing challenges,we discuss future research directions for the development of Mg-based hydrogen storage systems. 展开更多
关键词 magnesium hydride multicomponent materials high-entropy materials hydrogen storage catalyst doping kinetics
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Machine Learning-Based Methods for Materials Inverse Design: A Review 被引量:1
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作者 Yingli Liu Yuting Cui +4 位作者 Haihe Zhou Sheng Lei Haibin Yuan Tao Shen Jiancheng Yin 《Computers, Materials & Continua》 2025年第2期1463-1492,共30页
Finding materials with specific properties is a hot topic in materials science.Traditional materials design relies on empirical and trial-and-error methods,requiring extensive experiments and time,resulting in high co... Finding materials with specific properties is a hot topic in materials science.Traditional materials design relies on empirical and trial-and-error methods,requiring extensive experiments and time,resulting in high costs.With the development of physics,statistics,computer science,and other fields,machine learning offers opportunities for systematically discovering new materials.Especially through machine learning-based inverse design,machine learning algorithms analyze the mapping relationships between materials and their properties to find materials with desired properties.This paper first outlines the basic concepts of materials inverse design and the challenges faced by machine learning-based approaches to materials inverse design.Then,three main inverse design methods—exploration-based,model-based,and optimization-based—are analyzed in the context of different application scenarios.Finally,the applications of inverse design methods in alloys,optical materials,and acoustic materials are elaborated on,and the prospects for materials inverse design are discussed.The authors hope to accelerate the discovery of new materials and provide new possibilities for advancing materials science and innovative design methods. 展开更多
关键词 materials inverse design machine learning target properties deep learning new materials discovery
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Fabrication and development of mechanical metamaterials via additive manufacturing for biomedical applications:a review 被引量:1
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作者 Junsheng Chen Jibing Chen +4 位作者 Hongze Wang Liang He Boyang Huang Sasan Dadbakhsh Paulo Bartolo 《International Journal of Extreme Manufacturing》 2025年第1期1-44,共44页
In this review,we propose a comprehensive overview of additive manufacturing(AM)technologies and design possibilities in manufacturing metamaterials for various applications in the biomedical field,of which many are i... In this review,we propose a comprehensive overview of additive manufacturing(AM)technologies and design possibilities in manufacturing metamaterials for various applications in the biomedical field,of which many are inspired by nature itself.It describes how new AM technologies(e.g.continuous liquid interface production and multiphoton polymerization,etc)and recent developments in more mature AM technologies(e.g.powder bed fusion,stereolithography,and extrusion-based bioprinting(EBB),etc)lead to more precise,efficient,and personalized biomedical components.EBB is a revolutionary topic creating intricate models with remarkable mechanical compatibility of metamaterials,for instance,stress elimination for tissue engineering and regenerative medicine,negative or zero Poisson’s ratio.By exploiting the designs of porous structures(e.g.truss,triply periodic minimal surface,plant/animal-inspired,and functionally graded lattices,etc),AM-made bioactive bone implants,artificial tissues,and organs are made for tissue replacement.The material palette of the AM metamaterials has high diversity nowadays,ranging from alloys and metals(e.g.cobalt-chromium alloys and titanium,etc)to polymers(e.g.biodegradable polycaprolactone and polymethyl methacrylate,etc),which could be even integrated within bioactive ceramics.These advancements are driving the progress of the biomedical field,improving human health and quality of life. 展开更多
关键词 biomedical application additive manufacturing mechanical metamaterials biomimetic materials
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A Greener Future: Carbon Nanomaterials from Lignocellulose 被引量:1
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作者 Hebat-Allah S.Tohamy Mohamed El-Sakhawy Samir Kamel 《Journal of Renewable Materials》 2025年第1期21-47,共27页
Lignocellulosic materials(LCMs),abundant biomass residues,pose significant environmental challenges when improperly disposed of.LCMs,such as sugarcane bagasse,rice straw,saw dust and agricultural residues,are abun-dant... Lignocellulosic materials(LCMs),abundant biomass residues,pose significant environmental challenges when improperly disposed of.LCMs,such as sugarcane bagasse,rice straw,saw dust and agricultural residues,are abun-dant but often burned,contributing to air pollution and greenhouse gas emissions.This review explores the potential of transforming these materials into high-value carbon nanomaterials(CNMs).We explore the potential of transforming these materials into high-value CNMs.By employing techniques like carbonization and activa-tion,LCMs can be converted into various CNMs,including carbon nanotubes(CNTs),graphene(G),graphene oxide(GO),carbon quantum dots(CQDs),nanodiamonds(NDs),fullerenes(F),carbon nanofibers(CNFs),and others.Hybridizing different carbon allotropes further enhances their properties.CNMs derived from cellulose,lignin,and hemicellulose exhibit promising applications in diversefields.For instance,CNTs can be used in energy storage devices like batteries and supercapacitors due to their exceptional electrical conductivity and mechanical strength.Additionally,CNTs can be incorporated into recycled paper as afire retardant additive,enhancing itsflame resistance.G,renowned for its high surface area and excellent electrical conductivity,finds applications in electronics,sensors,catalysis,and water treatment,where it can be used to adsorb heavy metal ions.CQDs,owing to their unique optical properties,are used in bioimaging,drug delivery,and optoelectronic devices.By harnessing the potential of LCMs,we can not only mitigate environmental concerns but also contri-bute to a sustainable future.Continued research is essential to optimize synthesis methods,explore novel applica-tions,and unlock the full potential of these versatile materials. 展开更多
关键词 Lignocellulosic materials carbon-based nanomaterials carbon allotropes
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Carbon-based materials for potassium-ion battery anodes:Storage mechanisms and engineering strategies
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作者 Hyun Chul Kim Hongjung Kim +2 位作者 Sung Oh Moon Changshin Jo Ho Seok Park 《Journal of Energy Chemistry》 2025年第6期764-796,I0016,共34页
Recently,potassium-ion batteries(PIBs)have received significant attention in the energy storage field owing to their high-power output,fast charging capability,natural abundance,and environmental sustainability.Herein... Recently,potassium-ion batteries(PIBs)have received significant attention in the energy storage field owing to their high-power output,fast charging capability,natural abundance,and environmental sustainability.Herein,we comprehensively review recent advancements in the design and development of carbon-based anode materials for PIBs anodes,covering graphite,hard carbon,alloy and conversion materials with carbon,and carbon host for K metal deposition.Chemical strategies such as structural engineering,heteroatom-doping,and surface modifications are highlighted to improve electrochemical performances as well as to resolve technical challenges,such as electrode instability,low initial Coulombic efficiency,and electrolyte compatibility.Furthermore,we discuss the fundamental understanding of potassium-ion storage mechanisms of carbon-based materials and their correlation with electrochemical performance.Finally,we present the current challenges and future research directions for the practical implementation of carbon-based anodes to enhance their potential as next-generation energy storage materials for PIBs.This review aims to provide our own insights into innovative design strategies for advanced PIB's anode through the chemical and engineering strategies. 展开更多
关键词 POTASSIUM Potassium-ion batteries Anode materials Carbon materials Energy storage GRAPHITE Hard carbon Carbon host
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Preface to the Special Issue:Thermoelectric Materials and Devices
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作者 Gangjian Tan 《Acta Metallurgica Sinica(English Letters)》 2025年第5期705-706,共2页
We are delighted to introduce this Special Issue of Acta Metallurgica Sinica(English Letters)dedicated to"Thermoelectric Materials and Devices."Thermoelectric materials and devices have emerged as a promisin... We are delighted to introduce this Special Issue of Acta Metallurgica Sinica(English Letters)dedicated to"Thermoelectric Materials and Devices."Thermoelectric materials and devices have emerged as a promising technology for sustainable energy solutions,enabling efficient conversion between heat and electricity.This special collection highlights the latest advancements in the field,showcasing cutting-edge research and fostering interdisciplinary collaboration among researchers worldwide. 展开更多
关键词 thermoelectric materials sustainable energy sustainable energy solutionsenabling acta metallurgica sinica english heat electricity conversion interdisciplinary collaboration thermoelectric devices materials devicesthermoelectric materials devices
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Postdoctoral Openings in Wenzhou University(China)for Chemistry,Chemical Engineering and Materials Science
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《Carbon Energy》 2025年第1期312-312,共1页
About us:The College of Chemistry and Materials Engineering(CME)in Wenzhou University(Zhejiang Province,China)is looking for postdoctoral candidates(up to 25)specialized in Chemistry,Chemical Engineering and Materials... About us:The College of Chemistry and Materials Engineering(CME)in Wenzhou University(Zhejiang Province,China)is looking for postdoctoral candidates(up to 25)specialized in Chemistry,Chemical Engineering and Materials Science.The college has its Chemistry program ranking ESI Top 6%o worldwide,and Materials Science program ranking 589th in the world since2023.The college has led publications appearing in journals such as Nat.Catal.,Nat.Commun.,Sci.Adv.,J.Am.Chem.Soc.,Angew.Chem. 展开更多
关键词 postdoctoral openings Wenzhou University materials science CHEMISTRY materials sciencethe Zhejiang Province chemical engineering chemistrychemical engineering
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Editorial for special issue on high -entropy and multicomponent-doped materials for energy applications: Innovations in energy conversion and storage
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作者 Konrad Świerczek Kun Zheng +2 位作者 Liuting Zhang Yihan Ling Mingjiong Zhou 《International Journal of Minerals,Metallurgy and Materials》 2025年第11期2593-2597,共5页
Foreword It is our great privilege,as vip Editors of the International Journal of Minerals,Metallurgy and Materials(IJMMM),to present this special issue on“High-Entropy and Multicomponent-Doped Materials for Energy... Foreword It is our great privilege,as vip Editors of the International Journal of Minerals,Metallurgy and Materials(IJMMM),to present this special issue on“High-Entropy and Multicomponent-Doped Materials for Energy Applications:Innovations in Energy Conversion and Storage.”This collection highlights the latest research developments in the preparation,optimizing properties,and exploring potential applications of high-entropy materials(HEMs)and other com-pounds with increased configurational entropy. 展开更多
关键词 energy applications innovations configurational entropy energy storage high entropy materials energy conversion energy conversion storage multicomponent doped materials
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A Decade of Digital Twins in Materials Science and Engineering
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作者 Diego Vergara Antonio del Bosque Pablo Fernández-Arias 《Computers, Materials & Continua》 2025年第10期41-64,共24页
Digital twins(DTs)are rapidly emerging as transformative tools in materials science and engineering,enabling real-time data integration,predictive modeling,and virtual testing.This study presents a systematic bibliome... Digital twins(DTs)are rapidly emerging as transformative tools in materials science and engineering,enabling real-time data integration,predictive modeling,and virtual testing.This study presents a systematic bibliometric review of 1106 peer-reviewed articles published in the last decade in Scopus and Web of Science.Using a five-stage methodology,the review examines publication trends,thematic areas,citation metrics,and keyword patterns.The results reveal exponential growth in scientific output,with Materials Theory,Computation,and Data Science as the most represented area.A thematic analysis of the most cited documents identifies four major research streams:foundational frameworks,DTs in additive manufacturing,sector-specific applications,and intelligent production systems.Keyword co-occurrence and strategic mapping show a strong foundation in modeling,simulation,and optimization,with growing links to machine learning and sustainability.The review highlights current challenges and proposes future research directions for advancing DTs in materials science. 展开更多
关键词 Virtual reality materials science digital twins virtual laboratory materials engineering learning environment
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Constructing the discrete gradient structure for enhancing interfacial bond strength of Ti6Al4V/NiTi heterostructured materials
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作者 Xingran Li Qiang Li +4 位作者 Minghao Nie Pengfei Jiang Shenghong Yan Yue Jiang Zhihui Zhang 《Journal of Materials Science & Technology》 2025年第11期266-271,共6页
1.Introduction.The Ti6Al4V alloy is extensively utilized across various indus-trial sectors due to its favorable characteristics,such as lightweight design,high strength,and resistance to corrosion[1].In effort s to f... 1.Introduction.The Ti6Al4V alloy is extensively utilized across various indus-trial sectors due to its favorable characteristics,such as lightweight design,high strength,and resistance to corrosion[1].In effort s to further reduce weight,functional elements like electric actuators can be substituted with intelligent materials like shape memory alloys(SMAs)[2,3].Among SMAs,NiTi alloy stands out for its sens-ing and actuation capabilities,significantly enhancing the safety and reliability of engineering structures[4,5].Integrating Ti6Al4V and NiTi alloys within a single component holds the potential to provide precise feedback on mechanical,thermal,or environmen-tal conditions[6,7]. 展开更多
关键词 shape memory alloys smas ti al v alloy intelligent materials smasniti alloy NITI electric actuators engineering structu Heterostructured materials
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Carbon Energy:A multidisciplinary exploration of energy technologies and carbon materials science
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《Carbon Energy》 2025年第9期I0002-I0002,共1页
Today's world is stressed by the ever-increasing demand for energy and the disastrous climate changes.New technologies that generate,convert,and store energy in a greener and more efficient way become increasingly... Today's world is stressed by the ever-increasing demand for energy and the disastrous climate changes.New technologies that generate,convert,and store energy in a greener and more efficient way become increasingly critical in building a sustainable society.On this front,batteries,capacitors,fuel cells,and solar cells play the indispensable roles as the powers for applications,for example,electric vehicles shall mitigate our reliance on the depleting fossil fuels.It is crucial to invent new materials or technologies to improve the electrochemical performance of energy storage/conversion devices with higher energy,better power,longer cycle life,and better safety. 展开更多
关键词 carbon materials energy storage building sustainable societyon energy technologies solar cells invent new materials technol climate changesnew green energy
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Preface to Special Topic on Quantum Dot Semiconductor Optoelectronic Materials,Devices,and Characterization
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作者 Zeke Liu Wanli Ma 《Journal of Semiconductors》 2025年第4期2-3,共2页
The discovery and synthesis of colloidal quantum dots(QDs)were awarded the 2023 Nobel Prize in Chemistry.QDs,as a novel class of materials distinct from traditional molecular materials and bulk materials,have rapidly ... The discovery and synthesis of colloidal quantum dots(QDs)were awarded the 2023 Nobel Prize in Chemistry.QDs,as a novel class of materials distinct from traditional molecular materials and bulk materials,have rapidly emerged in the field of optoelectronic applications due to their unique size-,composition-,surface-,and process-dependent optoelectronic properties.More importantly,their ultra-high specific surface area allows for the application of various surface chemical engineering techniques to regulate and optimize their optoelectronic performance.Furthermore,three-dimensionally confined QDs can achieve nearly perfect photoluminescence quantum yields and extended hot carrier cooling times.Particularly,their ability to be colloidally synthesized and processed using industrially friendly solvents is driving transformative changes in the fields of electronics,photonics,and optoelectronics. 展开更多
关键词 surface chemical engineering techniques quantum dots class materials molecular materials colloidal quantum dots colloidal quantum dots qds REGULATE optoelectronic applications
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Very low Ru loadings boosting performance of Ni-based dual-function materials during the integrated CO_(2)capture and methanation process
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作者 Anastasios I.Tsiotsias Eleana Harkou +8 位作者 Nikolaos D.Charisiou Victor Sebastian Dhanaji R.Naikwadi Bart van der Linden Atul Bansode Dragos Stoian George Manos Achilleas Constantinou Maria A.Goula 《Journal of Energy Chemistry》 2025年第3期309-328,共20页
Herein,the effect of the Ru:Ni bimetallic composition in dual-function materials(DFMs)for the integrated CO_(2)capture and methanation process(ICCU-Methanation)is systematically evaluated and combined with a thorough ... Herein,the effect of the Ru:Ni bimetallic composition in dual-function materials(DFMs)for the integrated CO_(2)capture and methanation process(ICCU-Methanation)is systematically evaluated and combined with a thorough material characterization,as well as a mechanistic(in-situ diffuse reflectance infrared fourier-transform spectroscopy(in-situ DRIFTS))and computational(computational fluid dynamics(CFD)modelling)investigation,in order to improve the performance of Ni-based DFMs.The bimetallic DFMs are comprised of a main Ni active metallic phase(20 wt%)and are modified with low Ru loadings in the 0.1-1 wt%range(to keep the material cost low),supported on Na_(2)O/Al_(2)O_(3).It is shown that the addition of even a very low Ru loading(0.1-0.2 wt%)can drastically improve the material reducibility,exposing a significantly higher amount of surface-active metallic sites,with Ru being highly dispersed over the support and the Ni phase,while also forming some small Ru particles.This manifests in a significant enhancement in the CH_(4)yield and the CH_(4)production kinetics during ICCU-Methanation(which mainly proceeds via formate intermediates),with 0.2 wt%Ru addition leading to the best results.This bimetallic DFM also shows high stability and a relatively good performance under an oxidizing CO_(2)capture atmosphere.The formation rate of CH_(4)during hydrogenation is then further validated via CFD modelling and the developed model is subsequently applied in the prediction of the effect of other parameters,including the inlet H_(2)concentration,inlet flow rate,dual-fu nction material weight,and reactor internal diameter. 展开更多
关键词 Dual-function materials Integrated CO_(2)capture and methanation Bimetallic materials Nickel-ruthenium Reducibility in-situ DRIFTS CFD modelling
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Artificial Intelligence-Powered Materials Science
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作者 Xiaopeng Bai Xingcai Zhang 《Nano-Micro Letters》 2025年第6期212-241,共30页
The advancement of materials has played a pivotal role in the advancement of human civilization,and the emergence of artificial intelligence(AI)-empowered materials science heralds a new era with substantial potential... The advancement of materials has played a pivotal role in the advancement of human civilization,and the emergence of artificial intelligence(AI)-empowered materials science heralds a new era with substantial potential to tackle the escalating challenges related to energy,environment,and biomedical concerns in a sustainable manner.The exploration and development of sustainable materials are poised to assume a critical role in attaining technologically advanced solutions that are environmentally friendly,energy-efficient,and conducive to human well-being.This review provides a comprehensive overview of the current scholarly progress in artificial intelligence-powered materials science and its cutting-edge applications.We anticipate that AI technology will be extensively utilized in material research and development,thereby expediting the growth and implementation of novel materials.AI will serve as a catalyst for materials innovation,and in turn,advancements in materials innovation will further enhance the capabilities of AI and AI-powered materials science.Through the synergistic collaboration between AI and materials science,we stand to realize a future propelled by advanced AI-powered materials. 展开更多
关键词 Artificial intelligence Machine learning Sustainable materials DATA-DRIVEN materials innovation
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Advances in Organic Porous Polymeric-Supported Photothermal Phase Change Materials
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作者 Fulai Zhao Weikang Yuan +4 位作者 Huiyu Chen Hui Fu Zhen Li Jian Xiao Yiyu Feng 《Carbon Energy》 2025年第6期47-89,共43页
The urgent demand for renewable energy solutions,propelled by the global energy crisis and environmental concerns,has spurred the creation of innovative materials for solar thermal storage.Photothermal phase change ma... The urgent demand for renewable energy solutions,propelled by the global energy crisis and environmental concerns,has spurred the creation of innovative materials for solar thermal storage.Photothermal phase change materials(PTPCMs)represent a novel type of composite phase change material(PCM)aimed at improving thermal storage efficiency by incorporating photothermal materials into traditional PCMs and encapsulating them within porous structures.Various porous encapsulation materials have been studied,including porous carbon,expanded graphite,and ceramics,but issues like brittleness hinder their practical use.To overcome these limitations,flexible PTPCMs using organic porous polymers—like foams,hydrogels,and porous wood—have emerged,offering high porosity and lightweight characteristics.This review examines recent advancements in the preparation of PTPCMs based on porous polymer supports through techniques like impregnation and in situ polymerization,assessing the impact of different porous polymer materials on PCM performance and clarifying the mechanisms of photothermal conversion and heat storage.Subsequently,the most recent advancements in the applications of porous polymer-based PTPCMs are systematically summarized,and future research challenges and possible solutions are discussed.This review aims to foster awareness about the potential of PTPCMs in promoting environmentally friendly energy practices and catalyzing further research in this promising field. 展开更多
关键词 functional composite materials multifunctional application photothermal conversion efficiency photothermal phase change materials porous polymers thermal energy storage
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