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Recent advances in the transfer of functional oxide thin films: A review 功能氧化物薄膜转移研究进展综述
IF 31.6 1区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-28 DOI: 10.1016/j.mser.2026.101186
Sanghun Kim , Yeomin Yoon , Dong Hun Kim
Thin films used in advanced flexible devices must not only exhibit mechanical flexibility but also maintain stability against moisture and high temperatures while retaining their functional properties. This review focuses on the recent progress in replacing conventional organic-based flexible devices with high-performance inorganic thin-film devices fabricated via high-temperature deposition. As most flexible substrates cannot withstand the high temperatures required for the direct deposition of epitaxial or highly crystallized films, alternative strategies, such as the use of chemically etchable sacrificial layers or physically separable two-dimensional materials, have been developed to enable high-quality thin-film transfer onto flexible substrates. In this review, we systematically summarize the types of sacrificial and two-dimensional layers applied in transfer methods that have been explored to date, including both chemical and physical approaches. This review also highlights the functional properties of the transferred inorganic thin films, including their stability, ferromagnetism, ferroelectricity, multiferroicity, and optical and electrical characteristics, and discusses their potential for novel device applications. Finally, we address the current limitations of sacrificial and two-dimensional layer selection and transfer methodologies, and provide perspectives on future research directions to guide the development of high performance next-generation flexible electronics.
用于先进柔性器件的薄膜不仅要具有机械灵活性,而且要在保持其功能特性的同时保持抗湿和高温的稳定性。本文综述了高温沉积制备的高性能无机薄膜器件取代传统有机基柔性器件的最新进展。由于大多数柔性衬底不能承受直接沉积外延或高结晶薄膜所需的高温,因此已经开发出替代策略,例如使用化学可蚀刻的牺牲层或物理可分离的二维材料,以实现高质量的薄膜转移到柔性衬底上。在这篇综述中,我们系统地总结了迄今为止在传递方法中应用的牺牲层和二维层的类型,包括化学和物理方法。本文还重点介绍了转移的无机薄膜的功能特性,包括其稳定性、铁磁性、铁电性、多铁性、光学和电学特性,并讨论了它们在新型器件中的应用潜力。最后,我们解决了当前牺牲和二维层选择和转移方法的局限性,并对未来的研究方向提出了展望,以指导高性能下一代柔性电子的发展。
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引用次数: 0
The critical role of rare-earth elements in solid-state electrolytes for all-solid-state fluoride-ion batteries 稀土元素在全固态氟离子电池固态电解质中的关键作用
IF 31.6 1区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-24 DOI: 10.1016/j.mser.2026.101189
Jichang Sun , Ruixiang Wang , Pengyu Meng , Liansheng Li , Jin-Zhi Guo , Qinghua Liang , Xing-Long Wu
All-solid-state fluoride-ion batteries (ASSFIBs) are regarded as highly promising candidates for next-generation energy storage beyond lithium-based systems due to their exceptional theoretical energy density (>5000 Wh kg1) and intrinsic safety. Nevertheless, the practical deployment of ASSFIBs is hindered by the lack of high-performance fluoride-ion solid-state electrolytes (FISSEs). Recently, rare earth (RE) elements have attracted considerable interest for advancing high-performance FISSEs by leveraging their unique physicochemical properties. To provide a timely overview of progress in this rapidly evolving field, this review examines the critical functions of RE elements in state-of-the-art FISSEs, covering both typical Tysonite-type FISSEs (e.g., LaF3, CeF3) and RE-doped systems (e.g., Ba1xEuxSnF4+x and Ce1yThyF3+y). We begin by outlining the operational mechanism of ASSFIBs, categorizing the main types of FISSEs, and evaluating their respective advantages and limitations. We then highlight recent advances in performance optimization and battery applications of RE-enhanced FISSEs. Finally, we proposed the potential future research directions for RE-containing FISSEs. Through the precision design of RE-based FISSEs and their rational pairing with electrode materials, high Coulombic efficiency and environmental friendliness can be achieved. Consequently, ASSFIBs are expected to become the next-generation energy storage technology for widespread use in electric transportation and grid-scale renewable energy storage.
全固态氟离子电池(ASSFIBs)由于其卓越的理论能量密度(>5000 Wh kg-1)和固有安全性,被认为是超越锂基系统的下一代储能的极有前途的候选者。然而,assfib的实际部署受到缺乏高性能氟离子固态电解质(FISSEs)的阻碍。近年来,稀土(RE)元素利用其独特的物理化学性质,引起了人们对高性能fiss的极大兴趣。为了及时概述这一快速发展领域的进展,本文综述了稀土元素在最先进的fisse中的关键功能,涵盖了典型的铁长石型fisse(例如LaF3, CeF3)和RE掺杂体系(例如Ba1-xEuxSnF4 +x和Ce1-yThyF3 +y)。我们首先概述了ASSFIBs的运作机制,对fisse的主要类型进行了分类,并评估了它们各自的优势和局限性。然后,我们重点介绍了re增强型fisss在性能优化和电池应用方面的最新进展。最后,提出了含re - fisss的未来研究方向。通过re基fisss的精密设计和与电极材料的合理配对,可以实现高库仑效率和环境友好性。因此,assfib有望成为下一代储能技术,广泛应用于电力运输和电网规模的可再生能源存储。
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引用次数: 0
3D printing of personalized catheters with smart pH-responsive coating for improved functionality, cytocompatibility, and anti-bacterial characteristics 3D打印个性化导管,具有智能ph响应涂层,可改善功能,细胞相容性和抗菌特性
IF 31.6 1区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-23 DOI: 10.1016/j.mser.2025.101047
Eid Nassar-Marjiya , Krishanu Ghosal , Nagham Rashed , Amani Jahjaa , Nagham Moallem Safuri , Merna Shaheen-Mualim , Bassma Khamaisi , Simran Jindal , Majd Bisharat , Konda Reddy Kunduru , Lama Mattar , Tirosh Mekler , Maria Khoury , Netanel Korin , Boaz Mizrahi , Shady Farah
Hydrocephalus is one of the most common brain disorders and remains an incurable condition throughout life. The existing gold standard treatment method for hydrocephalus includes surgical cerebrospinal fluid shunting with the help of “one-size-fits-all” catheters. Although this method is very efficient, following their insertion, catheters are subjected to various complications, including flow resistance, blockage, mechanical malfunctions, and being subjected to host-immune response as well as microbial infection. To overcome these complications, we proposed implementing three-dimensional (3D) printing technology to develop the next generation of catheters with improved functionality and liquid flowability. Our suggested technology is based on imaging data on the final destination site (via computed tomography scan or magnetic resonance imaging) in such a way that it fits the needs of the body in a personalized manner. Herein we report for the first time, digital light processing (DLP) 3D printing of helical-shaped, flexible catheters using commercially available KeySplint soft resin. These catheters offer fully customizable features such as diameter, the number and placement of drainage holes tailored to individual patient needs. In vitro stability study of the 3D printed KeySplint samples suggested that the 3D printed catheters may remain structurally stable under physiological conditions for atleast 3240 hrs (135 days). Moreover, to further enhance catheter’s functionality, a pH-responsive smart surface chemistry was introduced on the catheter surface using two strategies (via plasma coating and by simply mixing with 3D printing resin) that can respond dynamically to tackle two critical challenges related to catheters: blockage of the catheters by undesired proteins, choroid plexus, blood clots and infection/biofilm prevention via chemical intramolecular rearrangement in the functional moieties of the coating. Both CB-OH coated and 5 % CB-OH mixed 3D printed catheters significantly inhibited bacterial biofilm formation at 24, 48, and 72 hrs compared to pristine catheters. On top of that, the CB-OH coated 3D printed helical catheters showed a 37-folds reduction in particles deposition per unit volume relative to conventional 3D printed linear catheters. These results suggest that the proposed surface-functionalized 3D printed personalized catheters could provide a promising solution for medical implants treating hydrocephalus.
脑积水是最常见的脑部疾病之一,在一生中仍然是一种无法治愈的疾病。现有的治疗脑积水的金标准方法包括在“一刀切”导管的帮助下进行外科脑脊液分流。虽然这种方法非常有效,但导管插入后会出现各种并发症,包括流动阻力、堵塞、机械故障、宿主免疫反应以及微生物感染。为了克服这些并发症,我们建议实施三维(3D)打印技术来开发具有改进功能和液体流动性的下一代导管。我们建议的技术是基于最终目的地的成像数据(通过计算机断层扫描或磁共振成像),以个性化的方式满足身体的需求。在此,我们首次报道了使用市售的KeySplint软树脂进行螺旋形柔性导管的数字光处理(DLP) 3D打印。这些导管提供完全可定制的功能,如直径,引流孔的数量和位置量身定制的个别患者的需要。3D打印KeySplint样品的体外稳定性研究表明,3D打印导管在生理条件下可以保持至少3240小时(135天)的结构稳定。此外,为了进一步增强导管的功能,在导管表面引入了ph响应智能表面化学,使用两种策略(通过等离子涂层和简单地与3D打印树脂混合),可以动态响应以解决与导管相关的两个关键挑战:通过不需要的蛋白质堵塞导管,脉络膜丛,血块和感染/生物膜通过涂层功能部分的化学分子内重排预防。与原始导管相比,CB-OH涂层和5 % CB-OH混合的3D打印导管在24、48和72 小时显著抑制细菌生物膜的形成。最重要的是,与传统的3D打印线性导管相比,CB-OH涂层3D打印螺旋导管每单位体积的颗粒沉积减少了37倍。这些结果表明,所提出的表面功能化3D打印个性化导尿管可以为治疗脑积水的医疗植入物提供有前途的解决方案。
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引用次数: 0
A 4D-printed NiTi alloy with encoded microstructures evades the cooling capacity–energy efficiency trade-off in elastocaloric refrigeration 一种具有编码微结构的4d打印NiTi合金避免了弹性热制冷中冷却能力-能源效率的权衡
IF 31.6 1区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-21 DOI: 10.1016/j.mser.2026.101191
Jianbin Zhan , Yang Li , Zixu Guo , Ruijing Ma , Shengqian Wang , Xinsheng Yang , Asker Jarlöv , Huajun Cao , Feng Lin , Yilun Xu , Kun Li , Yong-Wei Zhang , Kun Zhou
In elastocaloric (eC) refrigeration, conventionally fabricated NiTi alloys require complex deformation processing such as forging and rolling to achieve desired properties, compromising the intricate geometries for industrial applications. To overcome this limitation, we develop a four-dimensional-printed NiTi alloy with encoded (4D-ped) microstructures, fabricated in a near-net-shape manner. Benefiting from the multi-scale microstructures including tailored grain size and fraction of Ni4Ti3 nanoparticles, this alloy evades the trade-off between cooling capacity and energy efficiency. The novel architecture enables a stage-wise phase transformation (PT) mechanism, leading to a quasi-linear mechanical response. This unique architecture triggers a novel eC mechanism other than conventional AM NiTi: the superior properties arise not only from the reduced transformation energy barrier enabled by R-phase nanodomain formation due to fine Ni4Ti3 nanoparticles in coarse grains, but also from the enhanced yield strength induced by dense Ni4Ti3 precipitation in fine-grained domains, which promotes a stable stress-induced PT and enables effective latent heat absorption. As a result, the 4D-ped NiTi achieves a temperature drop of ∼15 K and a material coefficient of performance of 36.5, delivering superior eC performance compared with existing AM alloys. These findings advance the fabrication of high-performance eC structures with intricate geometries through 4D printing.
在弹性热(eC)制冷中,传统制造的NiTi合金需要复杂的变形处理,如锻造和轧制,以达到所需的性能,损害了工业应用的复杂几何形状。为了克服这一限制,我们开发了一种具有编码(4D-ped)微结构的四维印刷NiTi合金,以近净形状的方式制造。得益于多尺度的微观结构,包括定制的晶粒尺寸和Ni4Ti3纳米颗粒的比例,该合金避免了冷却能力和能源效率之间的权衡。这种新颖的结构实现了分阶段相变(PT)机制,从而产生了准线性的机械响应。这种独特的结构触发了一种新的eC机制,而不是传统的AM NiTi:优越的性能不仅来自于粗晶中细小的Ni4Ti3纳米颗粒形成的r相纳米畴所带来的转化能势的降低,而且来自于细晶中密集的Ni4Ti3沉淀所带来的屈服强度的提高,这促进了稳定的应力诱导PT,并实现了有效的潜热吸收。结果,4D-ped NiTi实现了~ 15 K的温度下降和36.5的材料性能系数,与现有的AM合金相比,具有优越的eC性能。这些发现推动了通过4D打印制造具有复杂几何形状的高性能eC结构。
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引用次数: 0
Nanodot conductive atomic force microscopy 纳米点导电原子力显微镜
IF 31.6 1区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-20 DOI: 10.1016/j.mser.2026.101187
Osamah Alharbi , Yue Yuan , Wenwen Zheng , Yue Ping , Sebastian Pazos , Husam Alshareef , Kaichen Zhu , Mario Lanza
Gate-all-around (GAA) transistors and memristors are two key electronic components for the semiconductor industry, as they can enable high-performance computation and memory. State-of-the-art devices contain a 700–100,000 nm2 insulating thin film exposed to electrical fields, and understanding its progressive degradation and breakdown is essential to build reliable devices. Investigations in this direction must fabricate test structures and/or devices of similar sizes, otherwise the conclusions extracted are not applicable. Many research groups use electron beam lithography, but this technique introduces polymer residues and leads to low fabrication yields due to the complex lift-off process. Some groups use conductive Atomic Force Microscopy (CAFM), which employs an ultra-sharp conductive tip to analyse the properties of a material at small areas ranging from 1 to 600 nm2. However, the currents registered by CAFM strongly depend on three parameters that are difficult to control: the radius of the probe tips, the spring constant of the cantilever, and the relative humidity of the environment. Therefore, a major problem of CAFM is reproducibility. Moreover, the minimum current densities that standard CAFM can detect range from 0.16 to 100 A/cm2, but that is insufficient to study gate dielectrics for low power applications (that requires analysing values below 0.01 A/cm2). Here we present nanodot CAFM, a measuring protocol that consists of placing the probe tip of a CAFM on metallic nanodots patterned on the surface of the material under test. These structures cover areas between 700 and 10,000 nm2, and they can be easily deposited on any arbitrary sample using a standard evaporator and a cheap aluminium anodic oxide template as shadow mask. Our experiments demonstrate that this setup is insensitive to relative humidity changes from 55 % to 4 %, deflection setpoint changes from −0.5 to 1 V, spring constant changes from 0.8 to 18 N/m, and tip radius changes from 2 to 200 nm, leading to a very high reproducibility. Moreover, this setup allows analysing current densities below 10−2 A/cm2, which extends its range of use. Our approach can help the community to make industry-relevant studies with a high throughput without having to undergo expensive, slow, and low-yield nanofabrication processes (such as electron beam lithography or multi project wafer tape outs).
栅极全能(GAA)晶体管和忆阻器是半导体行业的两个关键电子元件,因为它们可以实现高性能计算和存储。最先进的设备包含700-100,000 nm2的绝缘薄膜,暴露在电场中,了解其逐步降解和分解对于构建可靠的设备至关重要。在这个方向上的研究必须制造类似尺寸的试验结构和/或装置,否则得出的结论不适用。许多研究小组使用电子束光刻技术,但这种技术引入了聚合物残留物,并且由于复杂的剥离过程导致制造收率低。一些小组使用导电原子力显微镜(CAFM),它采用超锋利的导电尖端来分析材料在1到600 nm2小范围内的特性。然而,CAFM记录的电流强烈依赖于难以控制的三个参数:探针尖端的半径、悬臂梁的弹簧常数和环境的相对湿度。因此,CAFM的一个主要问题是再现性。此外,标准CAFM可以检测的最小电流密度范围为0.16至100 A/cm2,但这不足以研究低功率应用的栅极电介质(需要分析低于0.01 A/cm2的值)。在这里,我们提出了纳米点CAFM,一种测量方案,包括将CAFM的探针尖端放置在被测材料表面图案的金属纳米点上。这些结构覆盖面积在700到10,000 nm2之间,它们可以很容易地沉积在任何任意样品上,使用标准蒸发器和廉价的铝阳极氧化物模板作为阴影掩膜。我们的实验表明,该设置对相对湿度从55 %到4 %变化不敏感,挠度设定值从- 0.5到1 V变化,弹簧常数从0.8到18 N/m变化,尖端半径从2到200 nm变化,导致非常高的再现性。此外,该设置允许分析低于10 - 2 A/cm2的电流密度,从而扩展了其使用范围。我们的方法可以帮助社区进行高通量的行业相关研究,而无需经历昂贵,缓慢和低产量的纳米制造工艺(如电子束光刻或多项目晶圆带)。
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引用次数: 0
Atomic-scale vacancy engineering unlocks basal-plane catalytic activity in metallic WSe2 for reversible oxygen electrocatalysis 原子级空位工程揭示了金属WSe2的基面催化活性,用于可逆氧电催化
IF 31.6 1区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-19 DOI: 10.1016/j.mser.2026.101190
Joo-Won Lee , Sung-Chul Kim , Sichi Li , Cheol-Hui Ryu , Sungju Jun , Taehun Im , Liwen F. Wan , Min-Seok Kim , So-Hye Cho , Gwang-Hee Lee , Sohee Jeong
Two-dimensional metallic transition metal dichalcogenides offer high electrical conductivity and large surface areas for electrocatalysis, yet their inherent basal planes are catalytically inert. Here, we present an atomic-scale vacancy engineering strategy to activate the basal surfaces of metallic WSe2 for reversible oxygen electrocatalysis. This approach, based on intentionally designed substitutional metal doping, promotes the spontaneous formation of selenium vacancies while preserving the metallic 1 T′ phase, thereby creating highly reactive and oxygen-affinitive sites. Density functional theory calculations reveal that these vacancy-mediated metal complexes dramatically lower the energy barriers for initial oxygen adsorption, enabling dissociative oxygen adsorption. Operando and ex-situ spectroscopic analyses confirm that vacancy-mediated metal complexes transform into dynamic Se/W-oxide intermediates under operating conditions. Se/W-oxides on the surface experimentally and theoretically prove electrocatalytic activity and reversibility. Applying this strategy in lithium–oxygen batteries, the basal-plane activated WSe2 shows high discharge capacities (9868 mA h g−1, corresponding to 3947 mA h gcathode1), impressive cycle retention over 550 cycles at 1000 mA h g−1, and outstanding rate–capability over a wide current–density range (100–3000 mA g−1) during 256 cycles.
二维金属过渡金属二硫化物具有高导电性和大的电催化表面积,但其固有基面具有催化惰性。在这里,我们提出了一个原子尺度的空位工程策略来激活金属WSe2的基表面进行可逆氧电催化。这种方法基于有意设计的取代金属掺杂,促进了硒空位的自发形成,同时保留了金属1 T '相,从而产生了高活性和氧亲和位点。密度泛函理论计算表明,这些空位介导的金属配合物显著降低了初始氧吸附的能垒,使解离氧吸附成为可能。Operando和非原位光谱分析证实,在操作条件下,空位介导的金属配合物转变为动态Se/ w -氧化物中间体。从实验和理论上证明了表面Se/ w氧化物的电催化活性和可逆性。将此策略应用于锂氧电池,基底面活化的WSe2显示出高放电容量(9868 mA h g−1,对应于3947 mA h阴极−1),在1000 mA h g−1下超过550次的令人印象深刻的循环保持,以及在256次循环中在宽电流密度范围(100-3000 mA g−1)内出色的倍率能力。
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引用次数: 0
Biomass-based thermal insulation materials: Design strategies, multifunctional integration, and prospects 生物质绝热材料:设计策略、多功能整合与展望
IF 31.6 1区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-16 DOI: 10.1016/j.mser.2026.101188
Zhijun Zhang , Chi Hu , Xuanyu Chen , Haohe Huang , Fuguang Ban , Xuhao Zhu , Chongxing Huang
Thermal insulation materials are indispensable for energy conservation, thermal management, and protection under diverse service conditions. In the context of carbon neutrality and sustainable development, biomass-based materials have emerged as attractive alternatives to petroleum-derived counterparts owing to their renewability, hierarchical porosity, and structural tunability. Nevertheless, their practical applications are hindered by inherent limitations such as thermal instability, moisture sensitivity, and insufficient multifunctionality. This review systematically summarizes recent advances in biomass-based thermal insulation materials, with a focus on raw material selection, structural design strategies, and performance optimization. Particular attention is given to emerging approaches that enable multifunctional integration—ranging from elasticity and thermal management to electromagnetic shielding and infrared stealth—through multiscale structural engineering and interfacial synergy. Finally, the opportunities and challenges associated with balancing thermal insulation, mechanical robustness, and multifunctional performance are highlighted, and future prospects are proposed for guiding the sustainable development of next-generation biomass-based thermal insulation materials.
在各种使用条件下,保温材料是节能、热管理和保护必不可少的材料。在碳中和和可持续发展的背景下,生物质基材料因其可再生、分层孔隙度和结构可调性而成为石油衍生材料的有吸引力的替代品。然而,它们的实际应用受到固有限制的阻碍,如热不稳定性、水分敏感性和多功能性不足。本文系统总结了生物质基保温材料的最新进展,重点介绍了原料选择、结构设计策略和性能优化。特别关注通过多尺度结构工程和界面协同实现多功能集成的新兴方法,从弹性和热管理到电磁屏蔽和红外隐身。最后,强调了在保温隔热、机械坚固性和多功能性能之间取得平衡所面临的机遇和挑战,并对指导下一代生物质基保温材料的可持续发展提出了展望。
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引用次数: 0
Compositional design of Ni-based superalloys for additive manufacturing: Progress and perspectives 用于增材制造的镍基高温合金的成分设计:进展与展望
IF 31.6 1区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-14 DOI: 10.1016/j.mser.2026.101185
Bingbing Yin , Wei Yong , Jiarui Zhu , Haoyu Ge , Shuaicheng Zhu , Yunwei Gui , Wenjing Zhang , Huadong Fu , Jianxin Xie
Additive manufacturing (AM) has revolutionized the production of complex, integrated, and lightweight hot-section components for aero-engines, gas turbines, and hypersonic vehicles. However, the limited variety of printable Ni-based superalloys and their performance limitations remain major obstacles. The development of high-performance, defect-free superalloys specifically designed for AM is essential for advancing this technology. This review summarizes recent progress in the compositional design of AM-oriented Ni-based superalloys. It examines experimental trial-and-error methods for reducing printing defects and enhancing alloy performance. The high-throughput experiments in accelerating alloy screening and design are also discussed. Furthermore, the integration of multiscale computational simulations with microstructural and property optimization is analyzed, underscoring the value of combined strategies. The workflow and methodologies for machine learning-assisted alloy design are elaborated, focusing on the achievement of defect-free, high-performance compositions and the establishment of integrated composition-microstructure-property relationships. Finally, the current challenges and future research directions in AM Ni-based superalloy design are critically evaluated, providing insights and guidance for the development of AM-specific superalloys.
增材制造(AM)已经彻底改变了航空发动机、燃气轮机和高超音速飞行器的复杂、集成和轻质热截面部件的生产。然而,可印刷镍基高温合金的种类有限及其性能限制仍然是主要障碍。开发专为增材制造设计的高性能、无缺陷的高温合金对于推进这项技术至关重要。本文综述了近年来am取向镍基高温合金成分设计的研究进展。它检查了减少印刷缺陷和提高合金性能的实验试错方法。讨论了加速合金筛选和设计的高通量实验。此外,还分析了多尺度计算模拟与微观结构和性能优化的集成,强调了组合策略的价值。阐述了机器学习辅助合金设计的工作流程和方法,重点是实现无缺陷、高性能的成分和建立集成的成分-显微组织-性能关系。最后,对AM镍基高温合金设计当前面临的挑战和未来的研究方向进行了批判性评估,为AM专用高温合金的发展提供了见解和指导。
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引用次数: 0
3-dimensional multistate memristor structures based neuromorphic devices for high-density in-memory computing 基于三维多态忆阻器结构的高密度内存计算神经形态器件
IF 31.6 1区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-07 DOI: 10.1016/j.mser.2026.101184
Sourabh B. Ghode , Chandrashekhar S. Patil , Jaydip K. Sawant , Jungmin Kim , Mahesh Y. Chougale , Muhammad Noman , Qazi Muhammad Saqib , Jinho Bae
Artificial intelligence (AI) is accelerating the evolution of the fourth industrial revolution, driving demand for high-performance and energy-efficient AI accelerators such as GPUs, TPUs, and NPUs. Among them, NPUs emulate neural systems and support low-power, human-like computing. However, as AI workloads intensify, conventional 2D memory-logic architectures face bottlenecks in data transfer, scalability, and integration density. This review focuses on emerging three-dimensional (3D) memristor-based neuromorphic architecture that enables in-memory computing by vertically integrating memristive layers, enhancing memory density, parallelism, and energy efficiency. We systematically examine material choices, including Hafnium(IV) Oxide (HfO2), Tantalum(V) Oxide (Ta2O5), and Titanium Dioxide (TiO2) fabrication techniques, and integration strategies that support scalable 3D stacking. Key challenges such as device variability, thermal constraints, and process compatibility are critically analyzed. We further highlight the role of 3D memristors in enabling next-generation NPUs capable of real-time, brain-like computation. This review provides insights into developing future neuromorphic systems with transformative impact on AI, edge computing, and intelligent autonomous platforms.
人工智能(AI)正在加速第四次工业革命的演变,推动了对gpu、tpu和npu等高性能、高能效AI加速器的需求。其中,npu模拟神经系统,支持低功耗、类人计算。然而,随着人工智能工作负载的增加,传统的2D存储逻辑架构在数据传输、可扩展性和集成密度方面面临瓶颈。这篇综述的重点是新兴的三维(3D)基于忆阻器的神经形态架构,它通过垂直整合忆阻层来实现内存计算,提高内存密度、并行性和能源效率。我们系统地研究了材料的选择,包括氧化铪(HfO2)、氧化钽(Ta2O5)和二氧化钛(TiO2)的制造技术,以及支持可扩展3D堆叠的集成策略。关键的挑战,如器件可变性,热约束和工艺兼容性进行了严格的分析。我们进一步强调了3D记忆电阻器在使下一代npu能够实时,类脑计算中的作用。这篇综述为开发未来的神经形态系统提供了见解,这些系统将对人工智能、边缘计算和智能自主平台产生变革性影响。
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引用次数: 0
Microstructural engineering of zinc anodes: Expediting the fabrication and industrial-scale deployment of high-performance batteries 锌阳极的微结构工程:加速高性能电池的制造和工业规模部署
IF 31.6 1区 材料科学 Q1 MATERIALS SCIENCE, MULTIDISCIPLINARY Pub Date : 2026-01-06 DOI: 10.1016/j.mser.2025.101175
Qionglei Hu , Yanan Liu , Ye Ding , Xiangqian Shi , Chen Chen , Shichao Guo , Jie Xu , Lishuang Fan , Lijun Yang
Zinc-based energy storage devices are considered promising candidates for next-generation high power density and sustainable electrochemical energy storage systems, owing to their intrinsic safety, environmental compatibility, and cost advantages. However, the practical application of zinc anodes remains hindered by challenges such as uncontrolled dendrite growth and interfacial side reactions, which significantly impede their commercialization. Conventional processing techniques, constrained by limited precision and flexibility, struggle to achieve precise control over the micro/nano-structure of zinc anodes as well as large-area, uniform fabrication. Following the research paradigm of structural regulation, performance optimization, scalable manufacturing, this review systematically summarizes recent advances in cross-scale precision machining technologies such as ultrafast laser processing for constructing micro/nano-structured zinc anodes, with a focus on the mechanisms behind the enhanced electrochemical performance and the potential for industrial application. Finally, addressing current research bottlenecks, we outline key future research directions and development pathways, including bio-inspired structural design, scalable fabrication processes, and multi-scenario applicability.
锌基储能装置由于其固有的安全性、环境兼容性和成本优势,被认为是下一代高功率密度和可持续的电化学储能系统的有希望的候选者。然而,锌阳极的实际应用仍然受到枝晶生长失控和界面副反应等挑战的阻碍,这些挑战严重阻碍了锌阳极的商业化。传统的加工技术受限于有限的精度和灵活性,难以实现对锌阳极微/纳米结构的精确控制以及大面积、均匀的制造。本文以结构调控、性能优化、可扩展制造为研究范式,系统总结了超快激光加工等跨尺度精密加工技术在构建微纳米结构锌阳极方面的最新进展,重点讨论了电化学性能增强的机理和工业应用潜力。最后,针对当前的研究瓶颈,我们概述了未来的关键研究方向和发展途径,包括仿生结构设计、可扩展的制造工艺和多场景适用性。
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引用次数: 0
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Materials Science and Engineering: R: Reports
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