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High-Entropy Materials:A New Paradigm in the Design of Advanced Batteries
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作者 Yangmei Xin Minmin Zhu +1 位作者 Haizhong Zhang Xinghui Wang 《Nano-Micro Letters》 2026年第1期1-52,共52页
High-entropy materials(HEMs)have attracted considerable research attention in battery applications due to exceptional properties such as remarkable structural stability,enhanced ionic conductivity,superior mechanical ... High-entropy materials(HEMs)have attracted considerable research attention in battery applications due to exceptional properties such as remarkable structural stability,enhanced ionic conductivity,superior mechanical strength,and outstanding catalytic activity.These distinctive characteristics render HEMs highly suitable for various battery components,such as electrodes,electrolytes,and catalysts.This review systematically examines recent advances in the application of HEMs for energy storage,beginning with fundamental concepts,historical development,and key definitions.Three principal categories of HEMs,namely high-entropy alloys,high-entropy oxides,and highentropy MXenes,are analyzed with a focus on electrochemical performance metrics such as specific capacity,energy density,cycling stability,and rate capability.The underlying mechanisms by which these materials enhance battery performance are elucidated in the discussion.Furthermore,the pivotal role of machine learning in accelerating the discovery and optimization of novel high-entropy battery materials is highlighted.The review concludes by outlining future research directions and potential breakthroughs in HEM-based battery technologies. 展开更多
关键词 High entropy alloys High entropy oxides High entropy MXenes High entropy battery materials Machine learning
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Recent advances in the high entropy materials for advanced energy storage with machine learning
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作者 Xin Tong Kaifang Sun +4 位作者 Hao Ye Lin Cao Jinliang Zhuang Juan Tian Xinxing Zhan 《Materials Reports(Energy)》 2025年第4期35-53,共19页
High-entropy materials(HEMs)show exceptional mechanical properties,highly adjustable chemical characteristics,and outstanding stability,making them suitable for energy storage.However,the broad compositional space and... High-entropy materials(HEMs)show exceptional mechanical properties,highly adjustable chemical characteristics,and outstanding stability,making them suitable for energy storage.However,the broad compositional space and intricate chemical interactions in HEMs present challenges to traditional trial-and-error research methods,restricting their efficacy in swift screening and synthesis.Hence,the application of machine learning(ML)to the realm of high-entropy materials and energy storage becomes imperative.ML demonstrates its formidable capabilities for navigating the complexity of HEMs,with their diverse metal components,structures and property combinations,to advance energy storage applications.This review comprises the following sections:a concise introduction to the general process of ML in the energy materials field,a summary of HEMs in the energy storage field,a review of the latest achievements of ML in the HEMs and energy storage field,and finally,an exploration of current challenges and prospects in this interdisciplinary arena.With the advent of ML,the precision of its predictions and the efficiency of its screening methods have offered novel perspectives for material research,expediting the discovery and application of new materials.This article contributes to the advancement of research in related fields,hastening the development of novel materials to meet the escalating energy demands and promote sustainable development goals. 展开更多
关键词 High entropy materials Energy storage Machine learning BATTERIES SUPERCAPACITORS
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High entropy nanomaterials for zero-emission energy systems:Advanced structural design,catalytic performance and functional mechanisms
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作者 Zibo Zhai Yan-Jie Wang +2 位作者 Dan Liu Biao Wang Baizeng Fang 《Journal of Energy Chemistry》 2025年第8期512-532,共21页
High entropy materials(HEMs)are the promising electrocatalysts for anion exchange membrane electrolyser(AEMs)and proton exchange membrane fuel cells(PEMFCs)due to the intriguing cocktail effect,wide design space,tailo... High entropy materials(HEMs)are the promising electrocatalysts for anion exchange membrane electrolyser(AEMs)and proton exchange membrane fuel cells(PEMFCs)due to the intriguing cocktail effect,wide design space,tailorable electronic structure,and entropy stabilization effect.The precise fabrication of HEMs with functional nanostructures provides a crucial avenue to optimize the adsorption strength and catalytic activity for electrocatalysis.This review comprehensively summarizes the development of HEMs,focusing on the principles and strategies of structural design,and the catalytic mechanism towards hydrogen evolution reaction,oxygen evolution reaction and oxygen reduction reaction for the development of high-performance electrocatalysts.The complexity inherent in the interactions between different elements,the changes in the d-band center and the Gibbs free energies during the catalytic progress,as well as the coordination environment of the active sites associated with the unique crystal structure to improve the catalytic performance are discussed.We also provide a perspective on the challenges and future development direction of HEMs in electrocatalysis.This review will contribute to the design and development of HEMs-based catalysts for the next generation of electrochemical applications. 展开更多
关键词 High entropy materials Structural design Electrocatalytic performance Functional mechanism
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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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Harnessing High Entropy Sulfide(HES)as a Robust Electrocatalyst for Long-Term Cycling of Lithium-Sulfur Batteries
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作者 Hassan Raza Junye Cheng +5 位作者 Jia Xu Liang An Jingwei Wang Wanli Nie Guangping Zheng Guohua Chen 《Energy & Environmental Materials》 2025年第4期124-133,共10页
The pursuit of highly efficient electrocatalysts is of utmost significance in the relentless drive to enhance the electrochemical performance of lithium-sulfur batteries.These electrocatalysts enable a predominant con... The pursuit of highly efficient electrocatalysts is of utmost significance in the relentless drive to enhance the electrochemical performance of lithium-sulfur batteries.These electrocatalysts enable a predominant contribution(~75%)to the overall discharge capacity during cycling by facilitating the rapid conversion of long-chain lithium polysulfides into insoluble short-chain products(Li_(2)S_(2)and Li_(2)S).Herein,high entropy sulfides derived from high entropy metal glycerate templates are synthesized and utilized as electrocatalysts.Among the evaluated materials,high entropy sulfides containing Ni,Co,Fe,Mg,and Ti(GS-3)showcases modulated spherical morphology,uniform elemental distribution,and efficient catalytic properties,outperforming high entropy sulfides containing Ni,Co,Fe,Mg,and Zn(GS-1)and high entropy sulfides containing Ni,Co,Cu,Mg,and Zn(GS-2).Consequently,a typical lithium-sulfur battery incorporating the GS-3/S/KB cathode(S loading~2.3 mg cm^(-2))demonstrates a high initial discharge capacity of~1061 mAh g^(-1)at 0.5 C and stable cycling(1500 cycles)at the lowest capacity decay rate of 0.032%per cycle.The results are superior to the electrochemical performance of GS-1/S/KB(~945 mAh g^(-1),0.034%),GS-2/S/KB(~909 mAh g^(-1),0.086%),and S/KB(~748 mAh g^(-1),0.19%)cells.This work highlights the incorporation of titanium and other metal elements into the sulfide structure,forming high entropy sulfides(i.e.,GS-3)that facilitates efficient catalytic conversion and enhances the cycling performance of lithium-sulfur batteries. 展开更多
关键词 BATTERIES high entropy materials Li-S battery
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High entropy fluorides as conversion cathodes with tailorable electrochemical performance 被引量:5
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作者 Yanyan Cui Parvathy Anitha Sukkurji +10 位作者 Kai Wang Raheleh Azmi Alexandra MNunn Horst Hahn Ben Breitung Yin-Ying Ting Piotr MKowalski Payam Kaghazchi Qingsong Wang Simon Schweidler Miriam Botros 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2022年第9期342-351,I0010,共11页
With the recent development of high entropy materials, an alternative approach to develop advanced functional materials with distinctive properties that show improved values compared to conventional materials has been... With the recent development of high entropy materials, an alternative approach to develop advanced functional materials with distinctive properties that show improved values compared to conventional materials has been provided. The high entropy concept was later successfully transferred to metal fluorides and high entropy fluorides(HEFs) were successfully synthesized. Owing to their high theoretical specific capacities in energy storage applications, HEFs were utilized as cathode materials for lithiumion batteries(LIBs) and their underlying storage mechanisms were investigated. Instead of a step-bystep reduction of each individual metal cation, the HEFs seem to exhibit a single-step reduction process,indicating a solid solution compound instead of merely a mixture of different metal fluorides. It was also observed that the electrochemical behavior of the HEFs depends on each individual incorporated element. Therefore, by altering the elemental composition, new materials that exhibit improved electrochemical properties can be designed. Remarkably, HEFs with seven incorporated metal elements exhibited a better cycling stability as well as a lower hysteresis compared to binary metal fluorides.These findings offer new guidelines for material design and tailoring towards high performance LIBs. 展开更多
关键词 High entropy materials High entropy fluorides Conversion cathodes Tailored electrochemistry Li-ion batteries
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Advances of entropy-stabilized homologous compounds for electrochemical energy storage 被引量:2
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作者 Xin Wang Xiang Li +4 位作者 Huarong Fan Ming Miao Yiming Zhang Wei Guo Yongzhu Fu 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2022年第4期276-289,共14页
Recently, high-entropy materials(HEMs) have gained increasing interest in the field of energy storage technology on account of their unique structural characteristics and possibilities for tailoring functional propert... Recently, high-entropy materials(HEMs) have gained increasing interest in the field of energy storage technology on account of their unique structural characteristics and possibilities for tailoring functional properties. Herein, the development of this class of materials for electrochemical energy storage have been reviewed, especially the fundamental understanding of entropy-dominated phase-stabilization effects and prospective applications are presented. Subsequently, critical comments of HEMs on the different aspects of battery and supercapacitor are summarized with the underlying principles for the observed properties. In addition, we also summarize their potential advantages and remaining challenges, which will ideally provide some general guidelines and principles for researchers to study and develop advanced HEMs. The diversity of material design contributed by the entropy-mediated concept provides the researchers numerous ideas of new candidates for practical applications and ensures further research in the emerging field of energy storage. 展开更多
关键词 High entropy material Battery SUPERCAPACITOR entropy-stabilized conversion mechanism
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Asymmetric acidic/alkaline N_(2)electrofixation accelerated by high-entropy metal-organic framework derivatives 被引量:2
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作者 Yuntong Sun Wenqiang Wu +10 位作者 Lei Yu Shuaishuai Xu Yuxiang Zhang Licheng Yu Baokai Xia Shan Ding Ming Li LiLi Jiang Jingjing Duan Junwu Zhu Sheng Chen 《Carbon Energy》 SCIE CSCD 2023年第3期126-137,共12页
High-entropy materials are composed of five or more metal elements with equimolar or near-equimolar concentrations within one crystal structure,which offer remarkable structural properties for many applications.Despit... High-entropy materials are composed of five or more metal elements with equimolar or near-equimolar concentrations within one crystal structure,which offer remarkable structural properties for many applications.Despite previously reported entropy-driven stabilization mechanisms,many high-entropy materials still tend to decompose to produce a variety of derivatives under operating conditions.In this study,we use transition-metal(Ni,Co,Ni,Zn,V)-based high-entropy metal-organic frameworks(HE-MOFs)as the precursors to produce different derivatives under acidic/alkaline treatment.We have shown that HE-MOFs and derivatives have shown favorable kinetics for N_(2)electrofixation in different pH electrolytes,specifically cathodic nitrogen reduction reaction in acidic media and anodic oxygen evolution reaction in alkaline media.To buffer the pH mismatch,we have further constructed an asymmetric acidic/alkaline device prototype by using bipolar membranes.As expected,the prototype showed remarkable activities,with an NH_(3)yield rate of 42.76μg h^(−1)mg^(−1),and Faradaic efficiency of 14.75%and energy efficiency of 2.59%,which are 14.4 and 4.4 times larger than those of its symmetric acidic and alkaline counterparts,respectively. 展开更多
关键词 bifunctional catalysts bipolar membrane high‐entropy materials nitrogen reduction reaction oxygen evolution reaction
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High entropy materials as emerging electrocatalysts for hydrogen production through low-temperature water electrolysis 被引量:5
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作者 Jonathan Ruiz Esquius Lifeng Liu 《Materials Futures》 2023年第2期24-53,共30页
The production of hydrogen through water electrolysis(WE)from renewable electricity is set to revolutionise the energy sector that is at present heavily dependent on fossil fuels.However,there is still a pressing need... The production of hydrogen through water electrolysis(WE)from renewable electricity is set to revolutionise the energy sector that is at present heavily dependent on fossil fuels.However,there is still a pressing need to develop advanced electrocatalysts able to show high activity and withstand industrially-relevant operating conditions for a prolonged period of time.In this regard,high entropy materials(HEMs),including high entropy alloys and high entropy oxides,comprising five or more homogeneously distributed metal components,have emerged as a new class of electrocatalysts owing to their unique properties such as low atomic diffusion,structural stability,a wide variety of adsorption energies and multi-component synergy,making them promising catalysts for challenging electrochemical reactions,including those involved in WE.This review begins with a brief overview about WE technologies and a short introduction to HEMs including their synthesis and general physicochemical properties,followed by a nearly exhaustive summary of HEMs catalysts reported so far for the hydrogen evolution reaction,the oxygen evolution reaction and the overall water splitting in both alkaline and acidic conditions.The review concludes with a brief summary and an outlook about the future development of HEM-based catalysts and further research to be done to understand the catalytic mechanism and eventually deploy HEMs in practical water electrolysers. 展开更多
关键词 energy conversion high entropy materials hydrogen evolution reaction oxygen evolution reaction water splitting
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Effects of manganese doping on magnetocaloric effect in Ge-rich Gd_5Ge_(2.05)Si_(1.95) alloy 被引量:4
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作者 E.Yüzüak I.Dincer Y.Elerman 《Journal of Rare Earths》 SCIE EI CAS CSCD 2012年第3期217-221,共5页
The structure, magnetic and magnetocaloric properties of the Ge-rich Gd5Ge2.05-xSi1.95-xMn2x (x=0.01 and 0.03) alloys were investigated by scanning electron microscopy, X-ray powder diffraction, differential scannin... The structure, magnetic and magnetocaloric properties of the Ge-rich Gd5Ge2.05-xSi1.95-xMn2x (x=0.01 and 0.03) alloys were investigated by scanning electron microscopy, X-ray powder diffraction, differential scanning calorimeter (DSC) and magnetization measurements. The results of energy dispersive X-ray analysis (EDX) and X-ray diffraction analyses showed that the composition and crystal structure of the alloys were desired. DSC measurements were performed to determine the transformation temperatures for each alloy. Both alloys exhibited the first order phase transition around room temperature. The alloys showed an anti-ferromagnetic transition around 60 K. The isothermal magnetic entropy changes of the alloys were determined from the isothermal magnetization measurements by using the Maxwell relation. The maximum values of isothermal magnetic entropy change of the Gd5Ge2.05-xSi1.95-xMn2x alloy with x=0.01 was found to be -12.1 and -19.8 J/(kg·K) using Maxwell equation around 268 K in applied fields of 2 and 5 T, respectively. 展开更多
关键词 magnetocaloric effect entropy change magnetic materials rare earths
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Medium entropy phosphide promotes reaction kinetics for efficient and stable water oxidation at large-current-density
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作者 Zumin Wang Ji Wang +3 位作者 Zhifan Song Chao Feng Tian Xia Ranbo Yu 《Nano Research》 2025年第9期534-543,共10页
Developing noble-metal-free oxygen evolution reaction(OER)electrocatalysts with stable performance at large working current is an imperative and yet formidable challenge for practical large scale water splitting.In th... Developing noble-metal-free oxygen evolution reaction(OER)electrocatalysts with stable performance at large working current is an imperative and yet formidable challenge for practical large scale water splitting.In this study,by inheriting hierarchical nanostructure and elemental homogeneity of Prussian blue analogues,a series of medium entropy transition metal phosphides(METMP)OER catalysts with high cost-effectivity,efficiency and stability were precisely prepared.Specifically,the METMP-based((FeCoNi)P/Ni_(2)P-NF)catalyst demonstrates exceptional performance with an overpotential of only 232 mV at 50 mA·cm^(-2)and a Tafel slope of 52.7 mV·dec^(-1),significantly superior to its less entropy counterparts and commercial RuO_(2-).Moreover,it even maintains stability at the industrial standard current density of 500 mA·cm^(-2)for over 200 h.Density functional theory(DFT)calculations indicates that the synergistic effect of Fe,Co,Ni modulates electronic structure of METMPs,which effectively reduces the energy barrier for the rate-determining HOO*formation step,thereby considerably enhancing catalytic activity.This work not only contributes to the fundamental understanding of the role of medium/high entropy in catalysis but also paves the way for the development of next-generation electrocatalysts for energy-related applications. 展开更多
关键词 transition metal phosphides oxygen evolution reaction(OER) high/medium entropy materials ELECTROCATALYSIS
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High entropy spinel oxide for efficient electrochemical oxidation of ammonia 被引量:7
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作者 Shi He Vasishta Somayaji +6 位作者 Mengdi Wang Seung-Hoon Lee Zhijia Geng Siyuan Zhu Peter Novello Chakrapani V.Varanasi Jie Liu 《Nano Research》 SCIE EI CSCD 2022年第6期4785-4791,共7页
Ammonia has emerged as a promising energy carrier owing to its carbon neutral content and low expense in long-range transportation.Therefore,development of a specific pathway to release the energy stored in ammonia is... Ammonia has emerged as a promising energy carrier owing to its carbon neutral content and low expense in long-range transportation.Therefore,development of a specific pathway to release the energy stored in ammonia is therefore in urgent demand.Electrochemical oxidation provides a convenient and reliable route to attain efficient utilization of ammonia.Here,we report that the high entropy(Mn,Fe,Co,Ni,Cu)_(3)O_(4)oxides can achieve high electrocatalytic activity for ammonia oxidation reaction(AOR)in non-aqueous solutions.The AOR onset overpotential of(Mn,Fe,Co,Ni,Cu)_(3)O_(4)is 0.70 V,which is nearly 0.2 V lower than that of their most active single metal cation counterpart.The mass spectroscopy study reveals that(Mn,Fe,Co,Ni,Cu)_(3)O_(4)preferentially oxidizes ammonia to environmentally friendly diatomic nitrogen with a Faradic efficiency of over 85%.The Xray photoelectron spectroscopy(XPS)result indicates that the balancing metal d-band of Mn and Cu cations helps retain a longlasting electrocatalytic activity.Overall,this work introduces a new family of earth-abundant transition metal high entropy oxide electrocatalysts for AOR,thus heralding a new paradigm of catalyst design for enabling ammonia as an energy carrier. 展开更多
关键词 ammonia electrochemical oxidation high entropy material electrochemical interface renewable energy
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Toward high entropy material discovery for energy applications using computational and machine learning methods
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作者 Hossein Mashhadimoslem Peyman Karimi +1 位作者 Ali Elkamel Aiping Yu 《npj Computational Materials》 2025年第1期4720-4748,共29页
Machine learning and computational methods can accelerate materials discovery by accurately predicting material properties at low cost.Nevertheless,input data to algorithms and structure model parameters remains a key... Machine learning and computational methods can accelerate materials discovery by accurately predicting material properties at low cost.Nevertheless,input data to algorithms and structure model parameters remains a key obstacle.The limitations of conventional battery materials could be overcome by high-entropy materials,a unique class of special valuable materials.The knowledge of designing the crystal structure of high-entropy materials is advancing the design and fabrication of new materials for batteries and supercapacitors,even before chemical synthesis,through the use of learning algorithms and quantum computing.In this review,we first focus on quantum computing and the structure of high-entropy materials,especially high-entropy MXenes.We then discuss how to encode and decode the crystal structure of materials,which is a key factor in creating a database for high-entropy materials.We also discuss how to utilize deep learning algorithms for material discovery prior to synthesis,as well as how to employ these algorithms to identify high-entropy materials suitable for batteries and supercapacitors.Finally,we discuss the potential of new quantum computing and artificial intelligence approaches for determining the structure of high-entropy materials in the energy fields. 展开更多
关键词 computational methods materials discovery high entropy materials designing crystal structure quantum computing structure model parameters machine learning battery materials
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High entropy powering green energy:hydrogen,batteries,electronics,and catalysis
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作者 Guotao Qiu Tianhao Li +4 位作者 Xiao Xu Yuxiang Liu Maya Niyogi Katie Cariaga Corey Oses 《npj Computational Materials》 2025年第1期1551-1571,共21页
A reformation in energy is underway to replace fossil fuels with renewable sources,driven by the development of new,robust,and multi-functional materials.High-entropy materials(HEMs)have emerged as promising candidate... A reformation in energy is underway to replace fossil fuels with renewable sources,driven by the development of new,robust,and multi-functional materials.High-entropy materials(HEMs)have emerged as promising candidates for various green energy applications,having unusual chemistries that give rise to remarkable functionalities.This review examines recent innovations in HEMs,focusing on hydrogen generation/storage,fuel cells,batteries,semiconductors/electronics,and catalysis—where HEMs have demonstrated the ability to outperform state-of-the-art materials.We present new master plots that illustrate the superior performance of HEMs compared to conventional systems for hydrogen generation/storage and heat-to-electricity conversion.We highlight the role of computational methods,such as density functional theory and machine learning,in accelerating the discovery and optimization of HEMs.The review also presents current challenges and proposes future directions for the field.We emphasize the need for continued integration of modeling,data,and experiments to investigate and leverage the underlying mechanisms of the HEMs that are powering progress in sustainable energy. 展开更多
关键词 fossil fuels fuel cells high entropy materials reformation energy renewable sourcesdriven batteries hydrogen generation storage semiconductors electronics
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