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Tetrahedral DNA-Linker stable Europium nanoparticles for ultrasensible time-resolved fluorescence lateral flow immunoassay 用于超灵敏时间分辨荧光侧流免疫分析的四面体dna -连接剂稳定的铕纳米颗粒
Pub Date : 2025-12-03 DOI: 10.1016/j.asems.2025.100176
Fei Wang , Yefei Duan , Haiou Yang , Xiaoguo Liu , Ming Xu , Jielin Sun , Shihua Luo , Fuyou Li
Accurate quantification of interleukin-6 (IL6), a biomarker central to sepsis and cytokine release syndrome, is essential for assessing disease severity. Here, we present a high-performance lateral flow assay (LFA) that leverages a novel conjugate: europium nanoparticles (EuNPs) labels linked via tetrahedral DNA frameworks (TDFs). The TDF precisely controls antibody orientation, minimizes nonspecific binding, and improves conjugate stability. Combined with the strong, time-resolved fluorescence of EuNPs, this design achieves a broad dynamic range and preserves linearity at high analyte concentrations. The platform quantitatively detects IL6 from 0 to 5000 pg/mL within 10 min, showing excellent agreement with reference methods. This DNA-nanostructure-enhanced approach provides a robust and portable point-of-care testing strategy for critical clinical decision-making.
白细胞介素-6 (IL6)是脓毒症和细胞因子释放综合征的核心生物标志物,准确定量对评估疾病严重程度至关重要。在这里,我们提出了一种高性能的横向流动分析(LFA),它利用了一种新的共轭物:通过四面体DNA框架(tdf)连接的铕纳米颗粒(EuNPs)标签。TDF精确控制抗体取向,减少非特异性结合,提高偶联稳定性。结合强大的时间分辨荧光,该设计实现了宽动态范围,并在高分析物浓度下保持线性。该平台在10分钟内定量检测0 ~ 5000 pg/mL的IL6,与参考方法非常吻合。这种dna纳米结构增强的方法为关键的临床决策提供了一种强大的便携式即时检测策略。
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引用次数: 0
Battery-less implantable sensor for real-time intrasac pressure monitoring in EVAR-treated AAAs 无电池植入式传感器用于evar处理的AAAs的实时腔内压力监测
Pub Date : 2025-11-07 DOI: 10.1016/j.asems.2025.100170
Giulio Saroglia , Salvatore Diana , Stefano Marocco , Matteo Metaldi , Shasa Nicoloso , Matteo Tozzi , Igor Stefanini

Objective

To develop and bench-validate a fully passive, wireless implantable pressure monitoring system (WIPS) for on-demand assessment of intra-sac pressure in patients with endovascular aneurysm repair (EVAR) for abdominal aortic aneurysms.

Methods

WIPS includes a flexible 15 mm × 145 mm implant integrating four pressure sensors (MS5839), an RFID tag (ST25DV04KC), and an ultra-low-power microcontroller (STM32L011). The device is powered wirelessly via 13.56 MHz RFID, enabling pressure measurements at configurable resolutions without need for batteries. Data is stored locally and retrieved via an external Reader (RD520). Benchtop tests evaluated power consumption, telemetry range, and sensor linearity in air, heated saline, and a biologically representative meat model. Uniform 1 μm and 2 μm Parylene C coatings were applied intentionally, as two predefined thickness conditions, to evaluate biocompatibility without compromising sensor performance.

Results

Total power consumption remained below 4 mW across all oversampling ratios (OSRs). In free air, reliable telemetry was achieved up to 24 cm at 6 W Reader output. Heated mineral water reduced the optimal distance to 16 cm, and physiological saline limited it to 4 cm. In the Meat Model, a fixed 18 cm tissue path yielded 100% link reliability for OSR ≤ 1024 at 5 W. Parylene C coatings did not alter pressure linearity or hysteresis. The strip is compatible with a 20 F delivery sheath, suggesting compatibility with standard EVAR catheters.

Conclusions

WIPS combines low power consumption, deep-tissue wireless telemetry, and catheter-based deliverability, addressing longstanding limitations in implantable EVAR surveillance tools. These benchtop findings support feasibility for future in vivo testing in large animal models to validate long-term safety and clinical integration.
目的研制一种全被动、无线植入式压力监测系统(WIPS),用于腹主动脉瘤腔内修复(EVAR)患者囊内压力的按需评估。方法swips包括一个灵活的15 mm × 145 mm植入物,集成了四个压力传感器(MS5839)、一个RFID标签(ST25DV04KC)和一个超低功耗微控制器(STM32L011)。该设备通过13.56 MHz RFID无线供电,无需电池即可实现可配置分辨率的压力测量。数据存储在本地,并通过外部读取器(RD520)检索。台式测试评估了功耗、遥测范围和传感器在空气、加热盐水和具有生物学代表性的肉类模型中的线性度。在不影响传感器性能的前提下,有意使用均匀的1 μm和2 μm聚对二甲苯涂层作为两个预定义的厚度条件来评估生物相容性。结果在所有过采样比(osr)中,总功耗保持在4 mW以下。在自由空气中,在6w阅读器输出下实现了高达24厘米的可靠遥测。加热矿泉水将最佳距离减小到16厘米,生理盐水将其限制在4厘米。在Meat模型中,固定的18 cm组织路径在5w下OSR≤1024时产生100%的链路可靠性。聚对二甲苯涂层不改变压力线性或滞后。该条带与20f输送护套兼容,建议与标准EVAR导管兼容。swips结合了低功耗、深层组织无线遥测和导管输送能力,解决了植入式EVAR监测工具长期存在的局限性。这些实验结果支持未来在大型动物模型中进行体内试验的可行性,以验证长期安全性和临床整合性。
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引用次数: 0
Potassium polysulfide cathodes in potassium-sulfur batteries: A comparison between liquid and gel polymer electrolytes 钾硫电池中的多硫化钾阴极:液体和凝胶聚合物电解质的比较
Pub Date : 2025-10-14 DOI: 10.1016/j.asems.2025.100168
Maedeh Oroujpour , Seyedeh-Arefeh Safavi-Mirmahalleh , Hossein Roghani-Mamaqani , Mehdi Salami-Kalajahi
With the growing demand for sustainable energy storage technologies, potassium-sulfur (K-S) batteries have attracted attention as a viable alternative to lithium-ion systems. The abundance of resources, low cost, and high energy density of potassium and sulfur make them ideal candidates for large-scale use in these types of batteries. However, challenges such as the shuttle effect, the low electrical conductivity of sulfur, and significant volume changes during electrochemical reactions pose obstacles to their practical application. Recent research efforts have focused on developing strategies to address these limitations. This study investigates the design and performance of K-S batteries employing potassium polysulfide cathodes (K2Sn, where 2 ≤ n ​≤ ​4) in combination with a polymer gel electrolyte derived from cellulose modified with poly(ethylene glycol) methyl ether methacrylate (PEGMA). The primary aim is to replace conventional liquid electrolytes with this gel-based system to enhance battery efficiency, stability, and safety. This approach effectively suppresses the shuttle effect and promotes efficient K+ ion transport. Among the evaluated cathode materials, K2S3 demonstrated the highest reversible capacity (574 mAh g−1 at 0.1 ​A ​g−1) and superior ion diffusion characteristics. By offering a novel solution, this research highlights new directions in development of practical K-S battery technologies.
随着对可持续能源存储技术的需求不断增长,钾-硫(K-S)电池作为锂离子系统的可行替代品引起了人们的关注。钾和硫的丰富资源、低成本和高能量密度使它们成为大规模使用这些类型电池的理想选择。然而,诸如穿梭效应、硫的低电导率以及电化学反应过程中显著的体积变化等挑战阻碍了它们的实际应用。最近的研究工作集中在制定解决这些限制的策略上。本研究研究了K-S电池的设计和性能,该电池采用多硫化钾阴极(K2Sn,其中2≤n≤4)与由聚乙二醇甲基丙烯酸甲醚(PEGMA)改性的纤维素衍生的聚合物凝胶电解质相结合。主要目标是用这种凝胶基系统取代传统的液体电解质,以提高电池的效率、稳定性和安全性。这种方法有效地抑制了穿梭效应,促进了K+离子的高效输运。在评价的正极材料中,K2S3表现出最高的可逆容量(在0.1 A g−1时为574 mAh g−1)和优异的离子扩散特性。通过提供一种新颖的解决方案,本研究突出了实用K-S电池技术发展的新方向。
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引用次数: 0
Synergistic effect of MWCNT enriched MgWO4 hybrid electrode for practical device assisted pouch type asymmetric supercapacitor devices MWCNT富集MgWO4杂化电极在实用器件辅助袋型非对称超级电容器器件中的协同效应
Pub Date : 2025-10-13 DOI: 10.1016/j.asems.2025.100169
Uma Shankar Veerasamy , Anandh Jesuraj S , Suganya Palani , Yuto Fujita , Yasuharu Matsunaga , Toshihiro Kuzuya , Chihiro Sekine , Yuttana Mona
We developed the high performance supercapacitor device using of the MgWO4 electrode by adding multiwall carbon nanotube (MWCNT). Here, the MWCNT-supported MgWO4 nanocomposite was prepared through the simple hydrothermal method. The varying percentages of MWCNT addition have enhanced the electrochemical performance of MgWO4. The prepared MgWO4@M-5 (736 ​F/g) electrode exhibited an excellent specific capacitance value compared to other electrodes, including MgWO4 (236 ​F/g), MgWO4@M-0.5 (316 ​F/g), MgWO4@M ​− ​1 (522 ​F/g), MgWO4@M-3 (641 ​F/g) and MgWO4@M-7 (561 ​F/g). Moreover, the MgWO4@M-5 electrode is utilized as the positive electrode and the activated carbon (AC) is used as the negative electrode for the construction of a pouch-type asymmetric supercapacitor device (ASC). The MgWO4@M-5//AC ASC device shows the maximum specific capacity of 166 mAh/g. In addition, the MgWO4@M-5//AC ASC device delivered a higher energy density of 31.12 ​Wh/kg with the corresponding power density of 800 ​W/kg. The MgWO4@M-5//AC ASC device exhibits a capacity retention of 86.23% over 10,000 cycles. In addition, serially connecting two devices has effectively rotated the electric motor fan, and glowing the LED light is the proof of the concept of the fabricated device.
采用多壁碳纳米管(MWCNT)制备了以MgWO4为电极材料的高性能超级电容器器件。本文采用简单水热法制备了mwcnt负载的MgWO4纳米复合材料。不同比例的MWCNT添加量提高了MgWO4的电化学性能。与MgWO4 (236 F/g)、MgWO4@M-0.5 (316 F/g)、MgWO4@M- 1 (522 F/g)、MgWO4@M-3 (641 F/g)和MgWO4@M-7 (561 F/g)电极相比,制备的MgWO4@M-5 (736 F/g)电极具有优异的比电容值。此外,以MgWO4@M-5电极为正极,活性炭(AC)为负极,构建了袋式不对称超级电容器器件(ASC)。MgWO4@M-5//AC ASC器件的最大比容量为166 mAh/g。此外,MgWO4@M-5//AC ASC器件提供了更高的能量密度31.12 Wh/kg,对应的功率密度为800 W/kg。MgWO4@M-5//AC ASC器件在10,000次循环中容量保持率为86.23%。此外,串联两个器件有效地旋转了电动机风扇,发光LED灯是制造器件概念的证明。
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引用次数: 0
Dynamic detection of live female tea geometrid moths using an olfactory electrochemical impedance biosensor based on pheromone-binding protein 基于信息素结合蛋白的嗅觉电化学阻抗生物传感器动态检测雌性茶蛾
Pub Date : 2025-09-14 DOI: 10.1016/j.asems.2025.100167
Mingzhu Tang , Yali Zhang , Linxuan Wang , Junfei Zhang , Hongchun Cui , Emmanuelle Jacquin-Joly , Hongliang Li
Female tea geometrid moths release sex pheromones to attract male moths to mate, and then lay eggs on tea plants, which determines where the larvae hatch. The larvae preferred to devour the fresh leaves and buds of tea plants. Therefore, it is of great significance to dynamically monitor and detect the population of the female tea geometrid moths in tea plantations. Here, different from the common strategy of detecting male moths by sex pheromone lures, we developed an electrochemical impedance biosensor system based on the pheromone-binding protein 2 (PBP2) from male tea geometrid moths. It showed that this PBP2-biosensor could specifically bind two sex pheromone components at concentrations ranging from 10−7 to 10−4 ​M and successfully detect live female tea geometrid moths. Molecular docking prediction pinpointed key amino acids involved in the binding between PBP2 and sex pheromone components. Moreover, a mathematical model of the biosensor detection signal was developed based on the number of live moths and the dynamic detection data. The specific PBP2-based biosensor developed in this study not only offers a novel approach for detecting live female tea geometrid moths in the field, but also contributes to the advancement of insect olfactory biosensors for monitoring live pests and further expands the applications of biosystem engineering in the fields of plant protection and agricultural environment.
雌性茶尺蛾释放性信息素吸引雄性茶尺蛾交配,然后在茶树上产卵,这决定了幼虫孵化的位置。幼虫喜欢吞食茶树的新鲜叶子和芽。因此,对茶园雌茶尺蛾种群进行动态监测和检测具有重要意义。不同于传统的性信息素引诱检测雄蛾的方法,我们基于茶蛾的信息素结合蛋白2 (PBP2)开发了一种电化学阻抗生物传感器系统。结果表明,该pbp2型生物传感器能特异性结合浓度在10−7 ~ 10−4 M范围内的两种性信息素成分,并能成功检测到茶蛾雌虫。分子对接预测确定了参与PBP2与性信息素组分结合的关键氨基酸。基于活蛾数和动态检测数据,建立了生物传感器检测信号的数学模型。本研究开发的基于pbp2的特异性生物传感器不仅为田间检测雌性茶蛾提供了一种新方法,而且有助于昆虫嗅觉生物传感器监测害虫的发展,进一步拓展生物系统工程在植物保护和农业环境领域的应用。
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引用次数: 0
Recent advances of 2D materials in semiconductor application: A review 二维材料在半导体中的应用进展
Pub Date : 2025-09-06 DOI: 10.1016/j.asems.2025.100161
Md. Aminul Islam , Safiullah Khan , Juhi Jannat Mim , S M Maksudur Rahman , Md. Ahadul Islam Patwary , Md. Safiul Islam , Nayem Hossain
Semiconductors have performed remarkably since the advent of two-dimensional (2D) materials with excellent electrical, optical, and thermal characteristics. This review summarizes the recent progress made in the 2D materials field, i.e., graphene, transition metal dichalcogenides (TMDCs), and black phosphorus, focusing on their distinct thickness-dependent band structures, charge carrier mobilities, and mechanical properties. This has become a short but powerful interface for mobile devices with fast variations in our speaking circuits, and the power reaches from transistors, photodetectors, and solar cells together with digital electronics, radio-frequency devices, optoelectronics, and sensing technologies. This paper seeks to provide a clear perspective on fabrication, stability, and scale-up challenges by discussing theoretical and experimental approaches and highlighting challenges and innovative methods, including ultrasound-assisted strategies and heterostructure engineering. The present article performed and analysed a systematic literature review on key publications on the fundamental mechanisms and emerging applications of 2D materials in semiconductor technology. The review highlights the role these materials play in improving device performance, energy efficiency, and environmental friendliness. The paper concludes with a perspective on future directions, highlighting new research opportunities through advanced doping techniques and defect engineering to address current limitations and propel the broader adoption of 2D materials. This work sets another milestone for next-generation semiconductors. Another unique aspect of the study is its ability to bridge the gap between the fundamental characteristics of 2D semiconductors and real device-level integration. It draws attention to scalability, stability, and complementary metal oxide semiconductors (CMOS) compatibility difficulties that were not adequately considered in previous studies. The study discusses sophisticated tactics, including interface optimization and heterostructure engineering. A comparative analysis of 2D materials and their possible real-world semiconductor applications is also included in this chapter.
自二维(2D)材料问世以来,半导体表现显著,具有优异的电学、光学和热特性。本文综述了二维材料领域的最新进展,即石墨烯、过渡金属二硫族化合物(TMDCs)和黑磷,重点介绍了它们不同的厚度依赖性带结构、载流子迁移率和力学性能。这已经成为一个简短但功能强大的接口,用于移动设备,在我们的说话电路中有快速变化,功率来自晶体管、光电探测器、太阳能电池以及数字电子、射频设备、光电子和传感技术。本文旨在通过讨论理论和实验方法,突出挑战和创新方法,包括超声辅助策略和异质结构工程,为制造,稳定性和规模挑战提供清晰的视角。本文对半导体技术中二维材料的基本机制和新兴应用的关键出版物进行了系统的文献综述。这篇综述强调了这些材料在提高器件性能、能源效率和环境友好性方面的作用。论文最后展望了未来的发展方向,强调了通过先进的掺杂技术和缺陷工程来解决当前的局限性并推动二维材料的广泛应用的新研究机会。这项工作为下一代半导体树立了另一个里程碑。该研究的另一个独特方面是它能够弥合2D半导体的基本特征与实际设备级集成之间的差距。它引起了人们对可扩展性、稳定性和互补金属氧化物半导体(CMOS)兼容性问题的关注,这些问题在以前的研究中没有得到充分的考虑。研究讨论了复杂的策略,包括界面优化和异质结构工程。本章还包括对二维材料及其可能的实际半导体应用的比较分析。
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引用次数: 0
Diversified dimensionality of nanomaterials and their Fӧrster resonance energy transfer based applications 纳米材料的多元维数及其Fӧrster共振能量转移应用
Pub Date : 2025-09-05 DOI: 10.1016/j.asems.2025.100160
Yogyata Chawre , Ankita B. Kujur , Pinki Miri , Akash Sinha , Prince Kumar Soni , Indrapal Karbhal , Rekha Nagwanshi , Shamsh Pervez , Manas K. Deb , Kallol K. Ghosh , Manmohan L. Satnami
Förster resonance energy transfer (FRET) is a distance-dependent and non-radiative energy transfer process that has become a valuable tool in many fields such as biosensing, bioimaging, photovoltaics, and optoelectronics. Traditional FRET systems often used organic dyes as donors and acceptors, but these dyes have several drawbacks, including low stability, sensitivity to pH, and toxicity. To overcome these issues, researchers have started using nanomaterials of different shapes and sizes in FRET systems. This review explores the role of nanomaterials ranging from zero-to three-dimensional structures as both donors and acceptors in FRET. We discuss how their size, shape, and electronic properties affect the efficiency of energy transfer. Special attention is given to materials like quantum dots, up-conversion nanoparticles, metal nanoclusters, and perovskites. The review also summarizes different donor–acceptor pairs and their use in various applications such as detection, imaging, and solar energy harvesting. By connecting the dimensional features of nanomaterials with their performance, this review provides an overview of current research and future possibilities for FRET-based technologies.
Förster共振能量传递(FRET)是一种距离依赖和非辐射能量传递过程,已成为许多领域的宝贵工具,如生物传感,生物成像,光伏和光电子学。传统的FRET系统通常使用有机染料作为供体和受体,但这些染料有几个缺点,包括低稳定性,对pH值敏感和毒性。为了克服这些问题,研究人员已经开始在FRET系统中使用不同形状和尺寸的纳米材料。这篇综述探讨了纳米材料从零到三维结构作为供体和受体在FRET中的作用。我们讨论了它们的大小、形状和电子性质如何影响能量传递效率。特别关注量子点、上转换纳米粒子、金属纳米团簇和钙钛矿等材料。综述还总结了不同的供体-受体对及其在检测、成像和太阳能收集等各种应用中的应用。通过将纳米材料的尺寸特征与其性能联系起来,本文综述了基于fret的技术的当前研究和未来可能性。
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引用次数: 0
A framework to evaluate the calorific efficiency of hardwoods based on DEA and AHP methods 基于DEA和AHP方法的硬木热效率评价框架
Pub Date : 2025-09-01 DOI: 10.1016/j.asems.2025.100152
Hilal Singer
This study proposes a two-phase decision-making framework to evaluate the calorific efficiencies of wood and bark samples obtained from the trunks and branches of fifteen hardwood tree species. The proposed framework integrates the data envelopment analysis (DEA) with the analytic hierarchy process (AHP). The DEA method is used to perform pairwise comparisons of the wood and bark samples. Ash content, volatile matter content, and fixed carbon content are selected as inputs, while the calorific value is used as the output. The results from the DEA analysis are analyzed using the AHP method to determine precise efficiency ranking indexes. The ranking order of the trunk wood samples is determined as follows: beech, oak, eucalyptus, hophornbeam, hazelnut, poplar, alder, maple, rhododendron, elm, ash, hornbeam, chestnut, linden, and plane. The ranking of the branch wood samples in descending order with the respective DEA-AHP scores is beech, poplar, alder, hophornbeam, oak, hornbeam, ash, rhododendron, eucalyptus, maple, linden, chestnut, plane, elm, and hazelnut. The sequence of the trunk bark samples is poplar, hornbeam, beech, chestnut, ash, alder, rhododendron, linden, hazelnut, maple, hophornbeam, oak, plane, elm, and eucalyptus. Lastly, the priority order of the branch bark samples is as follows: rhododendron, poplar, beech, linden, hornbeam, hazelnut, chestnut, hophornbeam, ash, alder, maple, oak, elm, plane, and eucalyptus. Additionally, comparative and sensitivity analyses are conducted to shed light on efficiency changes between the samples. The proposed framework can be used as a technical reference for selecting the most efficient materials and determining the effects of different input values on efficiency levels.
本研究提出了一个两阶段的决策框架,以评估从15种硬木树种的树干和树枝中获得的木材和树皮样品的热效率。该框架将数据包络分析(DEA)与层次分析法(AHP)相结合。采用DEA方法对木材和树皮样本进行两两比较。选择灰分含量、挥发物含量、固定碳含量作为输入,热值作为输出。采用层次分析法对DEA分析结果进行分析,确定精确的效率排序指标。树干木材样品的排序顺序确定为:山毛榉、橡树、桉树、hopnhorn、榛子、杨树、桤木、枫木、杜鹃花、榆树、白蜡树、角木、栗树、椴树、板栗。各枝材样本的DEA-AHP得分由高到低依次为山毛榉、杨树、桤木、hopnhoram、橡树、角木、白蜡树、杜鹃花、桉树、枫、椴树、板栗、板栗、榆树和榛子。树干树皮样本的顺序是杨树、角树、山毛榉、栗树、白蜡树、桤木、杜鹃花、菩提树、榛子、枫树、hophornbeam、橡树、飞机、榆树和桉树。最后,树枝树皮样品的优先级顺序为:杜鹃花、杨树、山毛榉、菩提树、角树、榛子、栗子、hophornbeam、白蜡树、桤木、枫木、橡树、榆树、飞机、桉树。此外,还进行了对比分析和敏感性分析,以揭示样品之间的效率变化。所提出的框架可作为选择最有效材料和确定不同投入值对效率水平的影响的技术参考。
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引用次数: 0
Electrokinetic transport phenomena in nanofluidics 纳米流体中的电动输运现象
Pub Date : 2025-09-01 DOI: 10.1016/j.asems.2025.100157
Bowei Zhang , Xuanhao Mei , Huimin Zhang , JinPeng Bao , Ping Song , Ce Han , Weilin Xu
Over the past few decades, significant progress has been made in understanding transport phenomena within nanochannels. Due to the dimensional overlap with the electrical double layer in nanochannels, the electrokinetic behavior in these systems has demonstrated several unconventional characteristics, demonstrating great potential in the fields of materials science and chemistry. This review first introduces the fundamental principles of lower limits and electrokinetics in nanochannels. Next, various techniques for constructing nanochannels are discussed to provide guidance for selecting the proper fabrication methods based on the specific characteristics of the nanochannels. Then, the electrochemical and fluorescence detection methods for electrodynamic phenomena in nanochannels are systematically summarized. Finally, relevant current challenges are briefly addressed to provide inspiring suggestions for further studies and exploration in the nanofluidic electrochemical kinetics.
在过去的几十年里,在理解纳米通道内的输运现象方面取得了重大进展。由于纳米通道中双电层的尺寸重叠,这些系统的电动力学行为表现出一些非常规的特征,在材料科学和化学领域显示出巨大的潜力。本文首先介绍了纳米通道下限和电动力学的基本原理。其次,讨论了构建纳米通道的各种技术,为根据纳米通道的具体特性选择合适的制造方法提供指导。然后,系统总结了纳米通道中电动力学现象的电化学和荧光检测方法。最后简要介绍了当前存在的问题,为纳米流体电化学动力学的进一步研究和探索提供了有益的建议。
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引用次数: 0
Perovskite photoelectric memristors with biological synaptic properties for neuromorphic computing 神经形态计算中具有生物突触特性的钙钛矿光电记忆电阻器
Pub Date : 2025-07-17 DOI: 10.1016/j.asems.2025.100159
Dong-Liang Li , Jia-Ying Chen , Yang Xiao, Wen-Min Zhong, Yan-Ping Jiang, Qiu-Xiang Liu, Xin-Gui Tang
The “Von Neumann bottleneck” of traditional computing architecture limits the speed of information processing and the physical size limit indicates the end of “More's Law”. Neuromorphic computing, a new computing architecture, is proposed to deal with the challenges. Memristors are potential in analogues of synapses and in neuromorphic computing. A synaptic device based on Au/CsPbI3-xBrx/GaAs memristor is fabricated. Typical synaptic plasticity of the synaptic device is investigated, including long-term potentiation (LTP), long-term depression (LTD) and paired-pulse facilitation (PPF) and the synaptic weight of the synaptic device is modulated by ultraviolet and completed the transition from short-term plasticity to long-term plasticity. Under the joint modulation of optical and electrical signals, the biological classical conditioned reflex of Pavlov's condition was achieved, proving that the device can perform associative learning. Furthermore, two artificial neural networks are constructed for modified National Institute of Standards and Technology (MNIST) data-set recognition to compare the accuracy of a single layer network and convolutional neural network (CNN).
传统计算架构的“冯·诺依曼瓶颈”限制了信息处理的速度,物理尺寸的限制标志着“摩尔定律”的终结。神经形态计算(Neuromorphic computing)是一种新的计算体系结构。忆阻器在突触的类似物和神经形态计算中具有潜力。制作了一种基于Au/CsPbI3-xBrx/GaAs忆阻器的突触器件。研究了突触装置的典型突触可塑性,包括长时程增强(LTP)、长时程抑制(LTD)和成对脉冲促进(PPF),突触装置的突触重量受紫外线调节,完成了从短期可塑性到长期可塑性的过渡。在光电信号的联合调制下,实现了巴甫洛夫条件下的生物经典条件反射,证明了该装置能够进行联想学习。此外,构建了两个人工神经网络用于改进的美国国家标准与技术研究院(MNIST)数据集识别,以比较单层网络和卷积神经网络(CNN)的准确率。
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引用次数: 0
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Advanced Sensor and Energy Materials
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