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Microstructure Parameters-Dependent Non-Collinear Magnetic Structure in Scandium-Doped M-Type Hexaferrite Nanocrystal 掺钪 M 型六铁纳米晶中与微结构参数有关的非共线磁结构
IF 6.7 3区 材料科学 Q1 Materials Science Pub Date : 2024-06-25 DOI: 10.1039/d4nr01642d
Qiankun Qin, Afei Ding, WL Qubie, Pushpendra Kumar, Shixin Hu, Tianyang Yao, Junli Zhang
The quest for materials with non-collinear magnetic structures has been driven by their unique properties and potential applications in advanced spintronics and data storage technologies. In this study, we investigate the induction of a non-collinear conical state in BaFe12O19 (M-type) nanocrystal fibers through the substitution of Fe3+ ions with diamagnetic Sc3+ ions. This substitution introduces an additional parameter for tuning the magnetic structure and allows precise control over the substitution amount. We demonstrate that the non-collinear conical state remains stable within a temperature range of 125 K to 325 K and can be finely adjusted by varying the Sc3+ substitution amount. The selective occupancy of Sc3+ ions at the 2a, 4f2, and 2b sites within the M-type ferrite lattice weakens the super-exchange interaction between Fe1, Fe2, and Fe5 ions. This weakening disrupts interactions between different blocks S/R (R*/S*) and stabilizes the conical state. These findings highlight a significant approach to modulating non-collinear magnetic structures in hexagonal ferrites, with implications for both fundamental research and practical applications in the development of novel magnetic materials.
具有非共轭磁性结构的材料因其独特的性能以及在先进自旋电子学和数据存储技术中的潜在应用而备受关注。在本研究中,我们研究了通过用二磁性 Sc3+ 离子取代 Fe3+ 离子,在 BaFe12O19(M 型)纳米晶体纤维中诱导出非共轭圆锥态。这种置换为调整磁性结构引入了一个额外参数,并允许精确控制置换量。我们证明,非共轭圆锥态在 125 K 至 325 K 的温度范围内保持稳定,并可通过改变 Sc3+ 取代量进行微调。Sc3+ 离子选择性地占据 M 型铁氧体晶格中的 2a、4f2 和 2b 位点,削弱了 Fe1、Fe2 和 Fe5 离子之间的超交换相互作用。这种弱化作用破坏了不同区块 S/R(R*/S*)之间的相互作用,并稳定了锥形状态。这些发现凸显了调控六方铁氧体非共轭磁性结构的重要方法,对新型磁性材料的基础研究和实际应用开发都具有重要意义。
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引用次数: 0
Shielding against Breast Tumor Relapse with an Autologous Chemo-Photo-Immune active Nano-Micro-Sera based Fibrin Implant 利用基于纤维蛋白植入物的自体化疗-光免疫活性纳米-微Sera防止乳腺肿瘤复发
IF 6.7 3区 材料科学 Q1 Materials Science Pub Date : 2024-06-25 DOI: 10.1039/d4nr01076k
Mimansa ., Mohammad Adeel Zafar, Dr Dinesh kumar Verma, Reena Das, Javed Naim Agrewala, Asifkhan Shanavas
Local recurrence post-surgery in early-stage triple-negative breast cancer is a major challenge. To control the regrowth of residual tumor, we have developed an autologous therapeutic hybrid fibrin glue for intra-operative implantation. Using autologous serum proteins as stabilizers, we have optimized high drug-loaded lapatinib-NanoSera (Lap-NS; ~ 66 % L.C), Imiquimod-MicroSera (IMQ-MS; ~ 92 % L.C). Additionally, plasmonic NanoSera (PNS) with ~ 67 % photothermal conversion efficiency under 980 nm laser irradiation was also developed. While localized monotherapy with either Lap-NS or PNS reduced tumor regrowth rate, their combination with IMQ-MS amplified the effect of immunogenic cell death with a high level of tumor infiltration by immune cells at the surgical site. The localized combination immunotherapy with Nano-Micro-Sera based hybrid fibrin implant showed superior tumor inhibition and survival with significant promise for clinical translation.
早期三阴性乳腺癌术后局部复发是一大难题。为了控制残留肿瘤的再生,我们开发了一种用于术中植入的自体治疗性混合纤维蛋白胶。利用自体血清蛋白作为稳定剂,我们优化了高药物负荷的拉帕替尼-纳米胶(Lap-NS;~ 66 % L.C)和咪喹莫特-微胶(IMQ-MS;~ 92 % L.C)。此外,还开发了在 980 纳米激光照射下具有约 67% 光热转换效率的等离子纳米硒(PNS)。虽然 Lap-NS 或 PNS 的局部单药治疗降低了肿瘤的再生率,但它们与 IMQ-MS 的联合治疗扩大了免疫性细胞死亡的效果,使手术部位的免疫细胞高度浸润肿瘤。基于 Nano-Micro-Sera 的混合纤维蛋白植入物的局部联合免疫疗法显示出卓越的肿瘤抑制效果和存活率,有望实现临床转化。
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引用次数: 0
Selecting effective sensing material from metal single-atoms and nanoparticles for boosting electrochemical sensing 从金属单原子和纳米粒子中选择有效传感材料,促进电化学传感
IF 6.7 3区 材料科学 Q1 Materials Science Pub Date : 2024-06-25 DOI: 10.1039/d4nr01926a
Ziyin Yang, Chongchao Zhang, Chengcheng Qi
Which is more suitable as the sensing material for metal single-atoms and nanoparticles? Here, the electrocatalytic behaviors of copper single-atoms (Cu SAs) and copper nanoparticles (CuNPs) toward H2O2 reduction and glucose oxidation were studied. Surprisingly, the electrocatalytic activity of Cu SAs and CuNPs showed significant differences for H2O2 and glucose. Compared with CuNPs, Cu SAs exhibit outstanding activity in electrocatalytic reduction of H2O2, but are inert in the electrocatalytic oxidation of glucose. On the contrary, CuNPs exhibit excellent activity in the electrochemical oxidation of glucose, but have very weak electrocatalytic activity for H2O2 reduction. DFT results show that H2O2 reduction is more favourable on Cu SAs, but the electrochemical oxidation of glucose on CuNPs requires overcoming much lower energy barriers than on Cu SAs. This study proves that both metal single-atoms and nanoparticles are not omnipotent, which provides ideas for constructing highly active sensing materials.
金属单原子和纳米颗粒哪一种更适合作为传感材料?本文研究了铜单原子(Cu SAs)和铜纳米颗粒(CuNPs)对 H2O2 还原和葡萄糖氧化的电催化行为。令人惊讶的是,铜单原子和铜纳米粒子对 H2O2 和葡萄糖的电催化活性存在显著差异。与 CuNPs 相比,Cu SAs 在 H2O2 的电催化还原中表现出突出的活性,但在葡萄糖的电催化氧化中却没有活性。相反,CuNPs 在葡萄糖的电化学氧化中表现出优异的活性,但在 H2O2 还原中的电催化活性很弱。DFT 结果表明,在 Cu SAs 上更有利于 H2O2 还原,但在 CuNPs 上葡萄糖的电化学氧化需要克服的能量障碍比在 Cu SAs 上要低得多。这项研究证明,金属单原子和纳米粒子都不是万能的,这为构建高活性传感材料提供了思路。
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引用次数: 0
Effect of composition and architecture on the thermodynamic behavior of AuCu nanoparticles. 成分和结构对 AuCu 纳米粒子热力学行为的影响。
IF 5.8 3区 材料科学 Q1 Materials Science Pub Date : 2024-06-25 DOI: 10.1039/d4nr01778a
Wei-Hua Yang, Fang-Qi Yu, Rao Huang, Yu-Xing Lin, Yu-Hua Wen

The chemical and physical properties of nanomaterials ultimately rely on their crystal structures, chemical compositions and distributions. In this paper, a series of AuCu bimetallic nanoparticles with well-defined architectures and variable compositions has been addressed to explore their thermal stability and thermally driven behavior by molecular dynamics simulations. By combination of energy and Lindemann criteria, the solid-liquid transition and its critical temperature were accurately identified. Meanwhile, atomic diffusion, bond order, and particle morphology were examined to shed light on thermodynamic evolution of the particles. Our results reveal that composition-dependent melting point of AuCu nanoparticles significantly departs from the Vegard's law prediction. Especially, chemically disordered (ordered) alloy nanoparticles exhibited markedly low (high) melting points in comparison with their unary counterparts, which should be attributed to enhancing (decreasing) atomic diffusivity in alloys. Furthermore, core-shell structures and heterostructures demonstrated a mode transition between the ordinary melting and the two-stage melting with varying Au content. AuCu alloyed nanoparticles presented the evolution tendency of chemical ordering from disorder to order before melting and then to disorder during melting. Additionally, as the temperature increases, the shape transformation was observed in AuCu nanoparticles with heterostructure or L10 structure owing to the difference in thermal expansion coefficients of elements and/or of crystalline orientations. Our findings advance the fundamental understanding on thermodynamic behavior and stability of metallic nanoparticles, offering theoretical insights for design and application of nanosized particles with tunable properties.

纳米材料的化学和物理性质最终取决于其晶体结构、化学成分和分布。本文针对一系列具有明确结构和可变成分的 AuCu 双金属纳米粒子,通过分子动力学模拟探索其热稳定性和热驱动行为。结合能量和林德曼标准,准确确定了固液转变及其临界温度。同时,研究了原子扩散、键序和颗粒形态,以揭示颗粒的热力学演化。我们的研究结果表明,AuCu 纳米粒子的熔点与成分有关,明显偏离了 Vegard 定律的预测。尤其是化学无序(有序)合金纳米粒子与单质纳米粒子相比,熔点明显偏低(偏高),这应归因于合金中原子扩散性的增强(减弱)。此外,随着金含量的变化,核壳结构和异质结构显示出普通熔化和两阶段熔化之间的模式转换。AuCu 合金纳米粒子呈现出从熔化前的无序到有序,再到熔化过程中的无序的化学有序演化趋势。此外,随着温度的升高,由于元素和/或晶体取向的热膨胀系数不同,在具有异质结构或 L10 结构的 AuCu 纳米粒子中观察到了形状转变。我们的研究结果推进了对金属纳米粒子热力学行为和稳定性的基本认识,为具有可调特性的纳米粒子的设计和应用提供了理论依据。
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引用次数: 0
Bi3O2.5Se2: A Two-Dimensional High-Mobility Polar Semiconductor with Large Interlayer and Interfacial Charge Transfer Bi3O2.5Se2:具有大量层间和界面电荷转移的二维高迁移率极性半导体
IF 6.7 3区 材料科学 Q1 Materials Science Pub Date : 2024-06-25 DOI: 10.1039/d4nr01758g
Xinyue Dong, Yameng Hou, Chaoyue Deng, Jinxiong Wu, Huixia Fu
Two-dimensional semiconductors with large intrinsic polarity are highly attractive for applications in high-speed electronics, ultrafast and highly sensitive photodetectors and photocatalysis. However, previous studies mainly focus on neutral layered polar 2D materials with limited vertical dipoles and electrostatic potential difference (typically < 1.5 eV). Here, using the first-principles calculations, we systematically investigated the polarity of few-layer Bi3O2.5Se2 semiconductors with ultrahigh predicted room-temperature carrier mobility (1,790 cm2 V-1 s-1 for the monolayer). Thanks to its unique non-neutral layered structure, few-layer Bi3O2.5Se2 contributes to a substantial interlayer charge transfer (>0.5 e-) and almost the highest electrostatic potential difference (∆Ф) of ~4 eV among the experimentally attainable 2D layered materials. More importantly, positioning graphene on different charged layers ([Bi2O2.5]+ or [BiSe2]- ) switches the charge transfer direction, inducing selective n-doping or p-doping. Furthermore, we can use polar Bi3O2.5Se2 as an exemplary assisted gate to gain additional holes or electrons except for the external electric field, thus breaking the traditional limitations of gate tunability (~1014 cm-2) observed in experimental settings. Our work not only expands the family of polar 2D semiconductors, but also makes a conceptual advance on using them as the assisted gate in transistors.
具有较大本征极性的二维半导体在高速电子学、超快和高灵敏度光电探测器以及光催化等应用领域极具吸引力。然而,以往的研究主要集中在垂直偶极子和静电势差(通常为 1.5 eV)有限的中性层状极性二维材料上。在这里,我们利用第一性原理计算,系统地研究了具有超高室温载流子迁移率(单层为 1,790 cm2 V-1 s-1)的少层 Bi3O2.5Se2 半导体的极性。得益于其独特的非中性层状结构,少层 Bi3O2.5Se2 带来了大量的层间电荷转移(0.5 e-)和几乎最高的静电位差(ΔФ)(约为 4 eV),在可实验的二维层状材料中名列前茅。更重要的是,将石墨烯置于不同的带电层([Bi2O2.5]+ 或 [BiSe2]-)上可切换电荷转移方向,从而诱导选择性 n 掺杂或 p 掺杂。此外,我们还可以使用极性 Bi3O2.5Se2 作为辅助栅极,在外部电场之外获得额外的空穴或电子,从而打破了在实验环境中观察到的栅极可调谐性(~1014 cm-2)的传统限制。我们的研究工作不仅扩展了极性二维半导体家族,而且在将它们用作晶体管辅助栅极方面取得了概念性进展。
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引用次数: 0
Investigation and development of photocathodes using polyaniline Encapsulated Ti3C2Tx MXene nanosheets for dye-sensitized solar cells. 研究和开发用于染料敏化太阳能电池的聚苯胺封装 Ti3C2Tx MXene 纳米片的光电阴极。
IF 5.8 3区 材料科学 Q1 Materials Science Pub Date : 2024-06-24 DOI: 10.1039/d4nr01057d
Suruthi Priya Nagalingam, Saravanan Pandiaraj, Abdullah N Alodhayb, Andrews Nirmala Grace

In the current study, polyaniline (PANI) modified two-dimensional Ti3C2Tx MXene composites (PANI-Ti3C2Tx) are exploited as photocathodes in dye-sensitized solar cells (DSSCs). The study revealed that incorporating PANI into Ti3C2Tx improved the material's electrochemical properties, owing to the presence of amino groups in PANI that enhanced the material's electrical conductivity and thereby facilitated more rapid ion transport. In addition, PANI enhanced the surface wettability of Ti3C2Tx, resulting in an increase in the number of electroactive sites. The presence of PANI molecules in the interlayer and on the surface of Ti3C2Tx was confirmed through X-ray diffraction (XRD), scanning electron microscopy coupled with energy dispersive X-ray spectroscopy (SEM-EDX), and X-ray photoelectron spectroscopy (XPS). Subsequently, electrochemical analysis of the PANI-Ti3C2Tx photocathode or counter electrode (CE) revealed a commendable electrocatalytic activity with the iodide/triiodide electrolyte, a favourable charge transfer kinetics, and a charge transfer resistance as low as platinum. Additionally, at AM 1.5G, the performance of the DSSC constructed using the thermally decomposed Pt-CE was 8.3% when subjected to simulated 1 sun light, whereas the efficiency of the DSSC constructed using the as-prepared composite material was 6.9% under corresponding conditions. PANI-Ti3C2Tx as the photocathode (CE) in a DSSC showed a higher power conversion efficiency (PCE) improvement than PANI CE and Ti3C2Tx CE DSSCs, emphasizing its potent catalytic activity and quick mass transport of electron capability. By capitalizing on the conductivity and electrocatalytic property of the two components, the as-fabricated PANI-Ti3C2Tx photocathode significantly increased the overall PCE of DSSCs. Furthermore, the DSSC utilizing the PANI-Ti3C2Tx CE demonstrated exceptional reproducibility and stability. This underscores its consistently high performance and significant resistance to corrosion in the iodide/triiodide redox electrolyte environment. Overall, these findings show that the PANI-Ti3C2Tx composite has the potential to be a competitive alternative to platinum-based CE materials for the development of DSSCs with exceptional performance.

在当前的研究中,聚苯胺(PANI)修饰的二维 Ti3C2Tx MXene 复合材料(PANI-Ti3C2Tx)被用作染料敏化太阳能电池(DSSC)的光电阴极。研究发现,在 Ti3C2Tx 中加入 PANI 可改善材料的电化学性能,这是因为 PANI 中存在的氨基增强了材料的导电性,从而促进了更快的离子传输。此外,PANI 还增强了 Ti3C2Tx 的表面润湿性,从而增加了电活性位点的数量。通过 X 射线衍射 (XRD)、扫描电子显微镜与能量色散 X 射线光谱 (SEM-EDX) 和 X 射线光电子能谱 (XPS) 确认了 PANI 分子存在于 Ti3C2Tx 的层间和表面。随后,对 PANI-Ti3C2Tx 光阴极或对电极(CE)进行的电化学分析表明,在碘化物/三碘化物电解液中具有值得称赞的电催化活性,电荷转移动力学良好,电荷转移电阻低至铂。此外,在 AM 1.5G 的模拟太阳光下,使用热分解铂-氯乙烯构建的 DSSC 的性能为 8.3%,而在相应条件下使用制备的复合材料构建的 DSSC 的效率为 6.9%。与 PANI CE 和 Ti3C2Tx CE DSSC 相比,PANI-Ti3C2Tx 作为 DSSC 中的光电阴极(CE)显示出更高的功率转换效率(PCE),这凸显了其强大的催化活性和快速大量传输电子的能力。利用这两种成分的导电性和电催化特性,制备的 PANI-Ti3C2Tx 阴极显著提高了 DSSC 的整体 PCE。此外,使用 PANI-Ti3C2Tx CE 的 DSSC 还表现出卓越的可重复性和稳定性。这凸显了其在碘/三碘氧化还原电解质环境中始终如一的高性能和显著的抗腐蚀性。总之,这些研究结果表明,PANI-Ti3C2Tx 复合材料有望成为铂基 CE 材料的竞争性替代品,用于开发具有优异性能的 DSSC。
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引用次数: 0
Distance Tuneable Integral Membrane Protein Containing Floating Bilayers via In Situ Directed Self-Assembly 通过原位定向自组装实现距离可调的含浮动双分子层的整体膜蛋白
IF 6.7 3区 材料科学 Q1 Materials Science Pub Date : 2024-06-24 DOI: 10.1039/d3nr04622b
Stephen Hall, David J Hardy, Éilís Bragginton, Hanna Johnston, Tudor Onose, Rachel Holyfield, Pooja Sridhar, Timothy J Knowles, Luke A. Clifton
Model membranes allow for molecular level precision structural and biophysical studies on membrane biochemistry albeit on systems of reduced complexity which can limit biological accuracy. Floating supported bilayers offer a means of producing planar lipid membrane models not adhered to a surface, which allows for improved accuracy compared to other model membranes. Here we communicate the incorporation of an integral membrane protein complex, the multidomain β-barrel assembly machinery (Bam), into our recently developed in-situ self-assembled floating supported bilayers. Using neutron reflectometry and quartz crystal microbalance measurements we show this sample system can be fabricated using a two-step self-assembly process. We then demonstrate the complexity of the model membrane and tuneability of the membrane-to-surface distance using changes in the salt concentration of the bulk solution. Results demonstrate an easily fabricated, biologically accurate and tuneable membrane assay system which can be utilized for studies on integral membrane proteins within their native lipid matrix.
模型膜可以对膜的生物化学进行分子水平的精密结构和生物物理研究,尽管系统的复杂性较低,会限制生物学的精确性。浮动支撑双层膜提供了一种不粘附在表面上的平面脂膜模型的制作方法,与其他模型膜相比,它可以提高精确度。在这里,我们交流了将整体膜蛋白复合物--多域β-管组装机制(Bam)--纳入我们最近开发的原位自组装浮动支撑双分子层的情况。利用中子反射测量法和石英晶体微天平测量法,我们展示了这一样品系统可以通过两步自组装过程制造出来。然后,我们展示了模型膜的复杂性,以及通过改变主体溶液的盐浓度来调整膜到表面距离的可调性。研究结果表明,这种膜检测系统易于制造、具有生物准确性和可调性,可用于研究原生脂质基质中的整体膜蛋白。
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引用次数: 0
Nanoscale, surface-confined phase separation by electron beam induced oxidation 通过电子束诱导氧化实现纳米级表面封闭相分离
IF 6.7 3区 材料科学 Q1 Materials Science Pub Date : 2024-06-24 DOI: 10.1039/d4nr01650e
Sven Barth, Fabrizio Porrati, Daniel Knez, Felix Jungwirth, Nicolas Paul Jochmann, Michael Huth, Robert Winkler, Harald Plank, Isabel Gracia, Carles Cane
Electron-induced oxidation of Co-Si-based focused electron beam induced deposition (FEBID) materials is shown to form a 2-4 nm metal oxide surface layer on top of an electrically insulating silicon oxide layer less than 10 nm thick. Differences between thermal and electron-induced oxidation on the resulting microstructure are illustrated.
研究表明,在厚度小于 10 nm 的电绝缘氧化硅层上形成 2-4 nm 的金属氧化物表面层时,会发生基于 Co-Si 的聚焦电子束诱导沉积(FEBID)材料的电子诱导氧化。图解了热氧化和电子诱导氧化对所产生的微观结构的影响。
{"title":"Nanoscale, surface-confined phase separation by electron beam induced oxidation","authors":"Sven Barth, Fabrizio Porrati, Daniel Knez, Felix Jungwirth, Nicolas Paul Jochmann, Michael Huth, Robert Winkler, Harald Plank, Isabel Gracia, Carles Cane","doi":"10.1039/d4nr01650e","DOIUrl":"https://doi.org/10.1039/d4nr01650e","url":null,"abstract":"Electron-induced oxidation of Co-Si-based focused electron beam induced deposition (FEBID) materials is shown to form a 2-4 nm metal oxide surface layer on top of an electrically insulating silicon oxide layer less than 10 nm thick. Differences between thermal and electron-induced oxidation on the resulting microstructure are illustrated.","PeriodicalId":92,"journal":{"name":"Nanoscale","volume":null,"pages":null},"PeriodicalIF":6.7,"publicationDate":"2024-06-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141448303","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Research on the preparation and performance of Ni2P@MOF composite nanomaterials. Ni2P@MOF 复合纳米材料的制备与性能研究。
IF 5.8 3区 材料科学 Q1 Materials Science Pub Date : 2024-06-24 DOI: 10.1039/d4nr01856g
Dong Zhang, YaLong Chen, XiaoMing Zhou, He Zhang, Jing Bai, Dingming Cao, Kun Guo, JiaAn Liu

The present study employed a solvothermal method utilizing triphenylphosphine and nickel acetylacetonate as precursors for phosphide preparation, followed by analysis and characterization. The Ni-MOF precursor was prepared using benzene diacid, triethylenediamine, and nickel sulfate as raw materials. Ni2P was introduced into the Ni-MOF precursor during its preparation while maintaining the synthesis conditions, allowing for the adsorption of Ni2P nanoparticles during Ni-MOF synthesis to produce Ni2P@MOF composite materials. The materials underwent individual testing for UV, magnetic, and microwave absorption properties. Magnetic testing results demonstrated that the incorporation of Ni2P led to an increase in the saturation magnetization (Ms) of Ni2P@MOFs compared to the Ni-MOF, thereby enhancing its electromagnetic loss capability. Microwave absorption property testing indicated that the Ni2P@MOFs exhibited enhanced dielectric and electromagnetic loss capabilities compared to the Ni-MOF, optimizing impedance matching properties and increasing effective absorption bandwidth compared to pure Ni2P materials.

本研究采用溶热法,利用三苯基膦和乙酰丙酮镍作为制备磷化物的前体,然后进行分析和表征。Ni-MOF 前驱体以苯二酸、三乙二胺和硫酸镍为原料制备。在制备过程中,在保持合成条件不变的情况下,将 Ni2P 引入 Ni-MOF 前驱体,从而在 Ni-MOF 合成过程中吸附 Ni2P 纳米颗粒,制备出 Ni2P@MOF 复合材料。这些材料分别进行了紫外线、磁性和微波吸收性能测试。磁性测试结果表明,与 Ni-MOF 相比,Ni2P 的加入提高了 Ni2P@MOF 的饱和磁化率(Ms),从而增强了其电磁损耗能力。微波吸收特性测试表明,与 Ni-MOF 相比,Ni2P@MOF 具有更强的介电和电磁损耗能力,与纯 Ni2P 材料相比,可优化阻抗匹配特性并增加有效吸收带宽。
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引用次数: 0
Dynamic Memristors for Physical Reservoir Computing 用于物理存储计算的动态晶闸管
IF 6.7 3区 材料科学 Q1 Materials Science Pub Date : 2024-06-24 DOI: 10.1039/d4nr01445f
Qirui Zhang, Weilun Ouyang, Xuemei Wang, Fan Yang, Jiangang Chen, Zhixing Wen, Jiaxin Liu, Ge Wang, Qing Liu, Fucai Liu
Reservoir computing (RC) has garnered considerable attention for its efficient handling of temporal signal and lower training costs. As a nonlinear dynamical system, RC can map low-dimensional inputs into high-dimensional spaces and extract task-relevant features using a simple linear readout layer. Memristor inherently exhibits high-order dynamic characteristics due to their physical processes, which renders them an ideal choice for the implementation of physical reservoir computing (PRC) systems. This review focuses on PRC systems based on memristor, explaining the resistive switching mechanism at the device level and emphasizing the tunability of their dynamic behavior. The development of memristor-based reservoir computing systems is highlighted, along with discussions on the challenges faced by this field and potential future research directions.
水库计算(RC)因其高效处理时间信号和较低的训练成本而备受关注。作为一种非线性动态系统,RC 可以将低维输入映射到高维空间,并利用简单的线性读出层提取与任务相关的特征。由于其物理过程,Memristor 本身具有高阶动态特性,这使其成为实现物理存储计算(PRC)系统的理想选择。本综述重点介绍基于忆阻器的储能计算系统,解释器件层面的电阻开关机制,并强调其动态行为的可调性。重点介绍了基于忆阻器的水库计算系统的发展情况,并讨论了该领域面临的挑战和未来潜在的研究方向。
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引用次数: 0
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