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Comparative Analysis of Two Different MIM Configurations of a Plasmonic Nanoantenna 质子纳米天线两种不同 MIM 配置的对比分析
IF 3 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-09-18 DOI: 10.1007/s11468-024-02528-6
Niloofar Ebrahimzadeh Esfahani, Jaroslav Kovác, Giuseppe Maruccio, Silvia Rizzato, Soňa Kovácová

Two plasmonic nanoantenna configurations—nanodisk and nanostrip arrays—in a metal–insulator-metal (MIM) setup were proposed, optimized, and compared by simulating their optical properties in three-dimensional models using COMSOL Multiphysics software. The optical responses, including electric field enhancement, absorption, reflection, and transmission spectra, were systematically investigated. Optimized geometrical parameters led to a significant enhancement of the electric field within the gap layers and almost perfect light absorptance for both structures. The results showed that the enhancement of the electric field depends on the polarization of the incident light. For both polarizations, the periodic circular nanodisk array showed a stronger field enhancement with an electric field enhancement factor of 6.6 × 106 and TE polarization, and a larger absorptance of 98% at its dipole resonance wavelength, indicating the fundamental plasmonic mode. In addition, weaker resonant modes were observed in the absorptance and reflectance spectra of both nanostructures, with the nanostrips exhibiting sharper and stronger higher-order modes, making them suitable for applications requiring precise wavelength selectivity and narrow-band responses. Despite their different geometric shapes, both structures exhibited similar optimized metal film thickness and nanoparticle height, comparable modes in number and position, and identical optimized light incidence angles. Furthermore, increasing the dielectric gap layer thickness and optimizing it to a specific value revealed its ability to measure the refractive index, making it a promising candidate for sensing applications.

通过使用 COMSOL Multiphysics 软件在三维模型中模拟其光学特性,提出、优化并比较了金属-绝缘体-金属(MIM)设置中的两种等离子纳米天线配置--纳米盘和纳米带阵列。系统地研究了光学响应,包括电场增强、吸收、反射和透射光谱。优化几何参数后,两种结构都显著增强了间隙层内的电场,并具有几乎完美的光吸收能力。结果表明,电场的增强取决于入射光的偏振。在两种偏振情况下,周期性圆形纳米盘阵列的电场增强因子为 6.6 × 106,在 TE 偏振情况下,电场增强更强;在偶极子共振波长处,吸收率更大,达到 98%,表明这是基本质子模式。此外,在两种纳米结构的吸收光谱和反射光谱中都观察到了较弱的共振模式,而纳米条则表现出更清晰、更强的高阶模式,使其适合于需要精确波长选择性和窄带响应的应用。尽管几何形状不同,但两种结构都表现出相似的优化金属膜厚度和纳米粒子高度、相似的模式数量和位置以及相同的优化光入射角。此外,增加介电间隙层厚度并将其优化到特定值后,发现其具有测量折射率的能力,因此有望用于传感应用。
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引用次数: 0
On the Transmission Line Analogy for Modeling Plasmonic Nanowire Circuits 用传输线类比来模拟等离子纳米线电路
IF 3 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-09-18 DOI: 10.1007/s11468-024-02542-8
D. Dragoman

Modeling slot waveguides using the analogy with transmission lines in microwaves proved itself to be an accurate and simple method for characterizing plasmonic field propagation. Here, the possibility of generalizing the applicability of this method to plasmonic circuits consisting of nanowires is analyzed. It is found that it can be applied as long as the circuit can be divided in regions with known transverse field distributions and propagation constants, the total matrix characterizing plasmon propagation being composed of propagation and interface matrices, as in slot waveguides, the elements of the latter being, however, defined in terms of butt-coupling transmission coefficients at the interface and not using the simple characteristic impedance expression used for slot waveguides.

利用与微波传输线的类比对槽波导进行建模,被证明是表征等离子场传播的一种准确而简单的方法。在此,我们分析了将这种方法推广应用于由纳米线组成的等离子电路的可能性。研究发现,只要将电路划分为具有已知横向场分布和传播常数的区域,就可以使用这种方法,表征等离子体传播的总矩阵由传播矩阵和界面矩阵组成,就像在槽波导中一样,但后者的元素是根据界面上的对接耦合传输系数定义的,而不是使用槽波导中的简单特性阻抗表达式。
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引用次数: 0
Terahertz-Multiplexed Metallic Metasurfaces for Enhanced Trace Sample Absorption 用于增强痕量样品吸收的太赫兹多重金属超表面
IF 3 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-09-17 DOI: 10.1007/s11468-024-02544-6
Pingbu Zhang, Dexian Yan, Xiangjun Li, Jiaju Zhang, Yingjue Cao

Many biomolecules exhibit characteristic fingerprint spectra in the terahertz band. This paper describes an optimized detection method using the parametric multiplexing of terahertz metallic metasurface. The method can greatly enhance the terahertz absorption spectra of trace α-lactose analytes by multiplexing geometric parameters of the metasurface. Additionally, the dispersion relationship, electric field distribution, absorptivity and other characteristics of the metal metasurfaces are obtained. The relationship between the thickness of the trace sample, the structural parameters of the device and the enhancement characteristics is investigated. The results demonstrate that the designed terahertz metallic metasurface exhibits high sensitivity and stability in detecting the absorption fingerprint spectrum of biomolecules. The absorption enhancement factor of the 0.1-μm thick α-lactose sample to be tested on the metallic metasurface is about 264 times higher than the direct absorption of terahertz waves by the untreated specimen. The findings of this research offer new ideas and methods for further researches and applications in the field of biomolecule absorption detection.

许多生物大分子在太赫兹波段表现出特征指纹光谱。本文介绍了一种利用太赫兹金属元表面参数复用的优化检测方法。通过复用元表面的几何参数,该方法可大大提高痕量 α-乳糖分析物的太赫兹吸收光谱。此外,还获得了金属元表面的色散关系、电场分布、吸收率和其他特性。研究了微量样品的厚度、装置的结构参数和增强特性之间的关系。结果表明,所设计的太赫兹金属元表面在探测生物大分子的吸收指纹谱方面具有高灵敏度和稳定性。在金属元表面测试 0.1-μm 厚的α-乳糖样品,其吸收增强因子是未经处理的样品直接吸收太赫兹波的 264 倍。这项研究成果为生物大分子吸收检测领域的进一步研究和应用提供了新的思路和方法。
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引用次数: 0
Plasmonic Characteristics of LiF Filled Slab Waveguide in Isotropic Plasma Environment 各向同性等离子体环境中锂辉石填充板波导的等离子特性
IF 3 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-09-17 DOI: 10.1007/s11468-024-02540-w
M. Shaban, Safa Jaber Aqool, Ghufran Saadi Yaseen, Ibrahim A. Ali, A. Waleed, N. M. A. Hadia, Laiba, Ayat Ammar Mahdi

This study explores the behavior of the SPPs mode propagating along a plasma-LiF-plasma planar waveguide structure. Real and imaginary parts of LiF permittivity are analyzed in the THz frequency range. Furthermore, the dependence of effective mode index, propagation length, permittivity of LiF, phase velocity and normalized propagation for different collisional frequencies, plasma frequencies, and LiF thickness are analyzed in the THz frequency spectrum. Based on the calculated numerical results, it is reported that different characteristics of electromagnetic surface waves are strongly influenced by physical parameters of isotropic plasma and LiF permittivity. The proposed waveguide scheme can be used in plasmonic sector for the development of novel plasma and LiF-based nano-plasmonic devices and making it ideal for high-performance optical communication and sensing applications in the THz frequency regime.

本研究探讨了沿等离子体-LiF-等离子体平面波导结构传播的 SPPs 模式的行为。研究分析了太赫兹频率范围内 LiF 介电常数的实部和虚部。此外,还分析了太赫兹频谱中不同碰撞频率、等离子体频率和 LiF 厚度下的有效模式指数、传播长度、LiF 介电常数、相位速度和归一化传播的相关性。根据数值计算结果,电磁表面波的不同特性受到各向同性等离子体物理参数和 LiF 介电率的强烈影响。所提出的波导方案可用于等离子体领域,以开发新型等离子体和基于 LiF 的纳米等离子体器件,使其成为太赫兹频率范围内高性能光通信和传感应用的理想选择。
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引用次数: 0
Synthesis, Characterization, and Modeling of Reduced Graphene Oxide Supported Adsorbent for Sorption of Pb(II) and Cr(VI) Ions from Binary Mixture 还原氧化石墨烯吸附剂吸附二元混合物中的铅(II)和铬(VI)离子的合成、表征和模型建立
IF 3 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-09-16 DOI: 10.1007/s11468-024-02461-8
Amina Kanwal, Tayyaba Shahzadi, Tauheeda Riaz, Maria Zaib

Graphene and its derivatives as multifunctional catalysts are in high demand, owing to their exceptional potential. Here, we synthesized Cu/Ni@rGO nanocomposite by using reduced graphene oxide (rGO) as a support which provided large surface area. A mixture of Cu and Ni nanoparticles (NPs) was embedded on its surface for sorption of heavy metal ions, i.e., Pb2+ and Cr6+, from binary mixture. Synthesis process of nanocomposite was monitored by UV-visible spectroscopy. FTIR analysis was performed to confirm the functional groups involved in synthesis and stabilization of the nanocomposite. The average size of nanocomposite was 26 nm calculated by XRD spectroscopy. SEM analysis revealed the thread-like structure of nanocomposite, while EDX gave information about elemental composition. Synthesized material was used to remove cations (Pb2+ and Cr6+) from binary mixture under tungsten lamp and without tungsten lamp. Under tungsten lamp, at 5 ppm concentration of binary mixture of cations, after 40 min of interaction with 10 mg adsorbent dosage at 45 °C temperature, 94% of cations was removed very efficiently. Thermodynamics studies showed that reaction of cations with nanocatalyst was spontaneous and exothermic in nature. Kinetics models were employed on experimental values and regression coefficient (R2) was near to unity (0.99) for pseudo 2nd order, which was considered the best fitted method for adsorption. Among sorption isotherms, the best fitted model was Freundlich isotherm as its R2 value (0.97) is near to unity. On these adsorption isotherms, error analysis was also applied to attain precision on results. Reusability of material was analyzed 5 times by desorption process which confirmed its stability and higher catalytic efficiency.

Graphical Abstract

石墨烯及其衍生物作为多功能催化剂,因其卓越的潜力而备受青睐。在此,我们以还原氧化石墨烯(rGO)为载体,合成了铜/镍@rGO 纳米复合材料。在其表面嵌入了铜和镍的纳米颗粒(NPs)混合物,用于吸附二元混合物中的重金属离子,即 Pb2+ 和 Cr6+。纳米复合材料的合成过程由紫外-可见光谱监测。傅立叶变换红外光谱分析确认了参与纳米复合材料合成和稳定的官能团。通过 XRD 光谱计算,纳米复合材料的平均粒径为 26 nm。SEM 分析显示了纳米复合材料的线状结构,而 EDX 则提供了有关元素组成的信息。在钨灯和无钨灯条件下,用合成材料去除二元混合物中的阳离子(Pb2+ 和 Cr6+)。在钨灯下,当二元混合物中的阳离子浓度为百万分之 5 时,10 毫克吸附剂在 45 °C 温度下作用 40 分钟后,94% 的阳离子被高效去除。热力学研究表明,阳离子与纳米催化剂的反应是自发和放热性质的。对实验值采用了动力学模型,假二阶的回归系数(R2)接近统一值(0.99),被认为是吸附的最佳拟合方法。在吸附等温线中,拟合效果最好的模型是 Freundlich 等温线,因为其 R2 值(0.97)接近统一。对这些吸附等温线也进行了误差分析,以获得精确的结果。通过解吸过程对材料的可重复使用性进行了 5 次分析,证实了其稳定性和更高的催化效率。
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引用次数: 0
Performance Evaluation of Ag/WO3/CuO/Si Heterojunction Solar Cell: The Effect of Window Layer Thickness Ag/WO3/CuO/Si 异质结太阳能电池的性能评估:窗口层厚度的影响
IF 3 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-09-16 DOI: 10.1007/s11468-024-02526-8
Abubaker Sabbar Mohammed, Asmiet Ramizy, Hazim H. Hussain, Falah A.-H. Mutlak, Sarah Abdulkareem Thamir

This research study focused on providing a solution to the problem of efficiency in the solar cell using window layer thickness. A novel Ag/WO3/CuO/Si heterojunction solar cell geometry as a function of WO3 window layer thickness via cost-effective hydrothermal and spin coating approaches has been demonstrated. The structural, morphological, and optical characteristics were systematically studied, indicating a direct correlation with the fabricated solace cells’ efficiency. In detail, a decrease in the WO3 layer thickness from 150 to 50 nm resulted in the average transmission increment from 58 to 75%; this, in turn, allowed higher power conversion efficiency enhancement from 0.063 to 1.387%. Specifically, short circuit currents of 0.307 and 6.206 mA/cm2 and open circuit voltages of 0.259 and 0.779 V were attained for the aforementioned layers’ thickness, respectively.

这项研究的重点是利用窗口层厚度为太阳能电池的效率问题提供解决方案。通过经济有效的水热法和旋涂法,展示了一种新型 Ag/WO3/CuO/Si 异质结太阳能电池的几何形状与 WO3 窗口层厚度的函数关系。对其结构、形态和光学特性进行了系统研究,结果表明这些特性与所制造的太阳能电池的效率直接相关。具体而言,将 WO3 层厚度从 150 纳米减少到 50 纳米,平均透射率从 58% 提高到 75%;这反过来又使功率转换效率从 0.063% 提高到 1.387%。具体而言,上述层厚的短路电流分别为 0.307 和 6.206 mA/cm2,开路电压分别为 0.259 和 0.779 V。
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引用次数: 0
Enhancing the Efficiency of Ultra-thin Perovskite Solar Cell Through Cluster of Cubic Plasmonic Nanoparticles: A Numerical Investigation 通过立方质子纳米粒子簇提高超薄过氧化物太阳能电池的效率:数值研究
IF 3 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-09-14 DOI: 10.1007/s11468-024-02546-4
Amir Hossein Mohammadian Fard, Samiye Matloub

Perovskite solar cells have emerged as a promising third-generation solar cell technology, characterized by high efficiency and low fabrication costs, garnering significant research attention in recent years. In this study, the impact of embedding the cluster of cubic plasmonic nanoparticles within the ultra-thin absorber layer of perovskite solar cells was investigated. Various types of metallic nanoparticles (including Au, Ag, Al, and Cu) were employed in the perovskite absorber layer, each with different thicknesses and widths. This facilitated a comprehensive comparison aimed at identifying the optimal structure for light absorption within the bandgap range of the perovskite absorber layer—specifically, 300 to 800 nm, corresponding to a bandgap energy of 1.55 eV. The layers used in the design of the perovskite solar cell in this research are SiO2/ITO/SnO2/MAPbI3/MoO3/Au. Optical and electrical analyses revealed that the local field intensity is significantly stronger at the edges of metallic nanoparticles. Notably, the efficiency of perovskite solar cells is enhanced by 56.87% (rising from 18.24 to 28.62%) with the incorporation of an Ag-based cluster of cubic nanoparticles, compared to perovskite solar cells without metallic nanoparticles. This achievement resulted in an overall efficiency of 28.62% and a short-circuit current of 31.22 mA/cm2. This result closely approaches the efficiency limitation of perovskite absorber layers, which indicates the potential for significant performance enhancements in future perovskite solar cell technologies.

透镜太阳能电池是一种前景广阔的第三代太阳能电池技术,具有效率高、制造成本低的特点,近年来备受研究关注。本研究探讨了在过氧化物太阳能电池的超薄吸收层中嵌入立方质子纳米粒子簇的影响。在包晶石吸收层中采用了各种类型的金属纳米粒子(包括金、银、铝和铜),每种粒子的厚度和宽度各不相同。这有助于进行全面比较,以确定在透辉石吸收层带隙范围内(即 300 至 800 纳米,相当于 1.55 eV 带隙能)的最佳光吸收结构。本研究设计的透辉石太阳能电池使用的层为 SiO2/ITO/SnO2/MAPbI3/MoO3/Au。光学和电学分析表明,金属纳米粒子边缘的局部场强明显更强。值得注意的是,与不含金属纳米颗粒的透辉石太阳能电池相比,加入银基立方纳米颗粒簇后,透辉石太阳能电池的效率提高了 56.87%(从 18.24% 提高到 28.62%)。这一成果的总体效率为 28.62%,短路电流为 31.22 mA/cm2。这一结果接近于包晶石吸收层的效率极限,这表明未来的包晶石太阳能电池技术具有显著提高性能的潜力。
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引用次数: 0
Facile and Eco-Friendly Fabrication Route of In2O3NP/MWCNTs Heterostructure as High-Performance Photodetectors by Laser Ablation Method 用激光烧蚀法简便且环保地制备 In2O3NP/MWCNTs 异质结构作为高性能光电探测器的途径
IF 3 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-09-13 DOI: 10.1007/s11468-024-02524-w
Khawla S. Khashan, Aseel A. Hadi, Hawraa M. Abdul-Redaa

Colloidal In2O3NPs-MWCNTs heterostructure (NPs) were successfully synthesized by a facile one-step Q-switched Nd: YAG laser ablation of indium target in CNTs suspension at room temperature. Raman spectroscopy and optical absorption analysis of the prepared samples confirmed the formation of In2O3NPs-MWCNTs heterostructure. Transmission electron microscope (TEM) investigation of In2O3-CNTs structure and pure In2O3 nanoparticles revealed the formation of spherical nanoparticles with average size of 66 nm and 19 nm, respectively. The heterojunction photodetectors were fabricated by drop casting of colloidal In2O3NPs-MWCNTs NPs onto a single crystal silicon wafer. I–V characteristics of the In2O3NPs/Si and In2O3NPs-MWCNTs/Si heterojunctions under both dark and light conditions revealed rectifying properties and good photo-response. The built-in voltage was determined from the C–V measurements which revealed an abrupt junction and their values of 1.05 V and 0.59 V for In2O3NPs-MWCNTs/Si and In2O3NPs/Si, respectively. In2O3NPs-MWCNTs/Si photodetector demonstrated the highest responsivity and quantum efficiency of 1.3 A/W and 3.5 × 102% at 450 nm, respectively. This In2O3-MWCNTs heterostructure-based photodetector with improved performance may open the door to effective Vis–NIR photodetection applications.

Graphical Abstract

在室温下,通过一步法 Q 开关 Nd: YAG 激光烧蚀 CNTs 悬浮液中的铟靶,成功合成了胶体 In2O3NPs-MWCNTs 异质结构(NPs)。所制备样品的拉曼光谱和光吸收分析证实了 In2O3NPs-MWCNTs 异质结构的形成。对 In2O3-CNTs 结构和纯 In2O3 纳米粒子的透射电子显微镜(TEM)研究表明,所形成的球形纳米粒子的平均尺寸分别为 66 nm 和 19 nm。通过在单晶硅晶片上滴铸胶体 In2O3NPs-MWCNTs NPs,制备了异质结光电探测器。In2O3NPs/Si 和 In2O3NPs-MWCNTs/Si 异质结在黑暗和光照条件下的 I-V 特性均显示出整流特性和良好的光响应。内置电压是通过 C-V 测量确定的,测量结果表明,In2O3NPs-MWCNTs/Si 和 In2O3NPs/Si 的结点很突然,其值分别为 1.05 V 和 0.59 V。In2O3NPs-MWCNTs/Si 光电探测器的响应率和量子效率最高,在 450 纳米波长下分别达到 1.3 A/W 和 3.5 × 102%。这种基于 In2O3-MWCNTs 异质结构的光电探测器具有更高的性能,可为有效的可见-近红外光电探测应用打开大门。
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引用次数: 0
Surface Plasmon Resonance Sensor Based on Perovskite Layer and Bimetallic Silver-gold for the Detection of Human Breast Cancer 基于 Perovskite 层和双金属银-金的表面等离子体共振传感器用于检测人类乳腺癌
IF 3 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-09-13 DOI: 10.1007/s11468-024-02537-5
Habia Mohamed Ilyes, Habia Ghania, Manallah Aissa, Ayadi Khaled

Cancer is a leading cause of morbidity and mortality worldwide. Millions of individuals throughout the world suffer from cancer and other illnesses. This is a leading cause of human death each year. Huge efforts were made to develop simple, precise, and cost-effective technologies for detecting various diseases. As the detection of cancer and diabetic disorders has received a lot of interest in the field of biosensing, several methods have been developed to detect these diseases with high accuracy. This study investigates the possibility of surface plasmon resonance (SPR) for human breast cancer detection utilizing a bimetal silver with gold in permutation and hybrid organic–inorganic halide perovskites (MAPbX3 ≡ CH3NH3PbY3, with M = CH3, A = NH3, and Y = Br) sensor that operates at a specific wavelength of 633 nm. Early cancer identification is critical for improving patient outcomes, and SPR presents a promising path for label-free, sensitive detection of cancer biomarkers.

癌症是全世界发病和死亡的主要原因。全世界有数百万人罹患癌症和其他疾病。这是每年人类死亡的主要原因。为开发简单、精确、经济高效的各种疾病检测技术,人们付出了巨大的努力。由于癌症和糖尿病疾病的检测在生物传感领域受到广泛关注,人们开发了多种方法来高精度地检测这些疾病。本研究探讨了表面等离子体共振(SPR)用于人体乳腺癌检测的可能性,利用的是一种在特定波长 633 纳米下工作的双金属银与金的包覆和有机-无机混合卤化物包晶石(MAPbX3 ≡ CH3NH3PbY3,其中 M = CH3,A = NH3,Y = Br)传感器。早期癌症识别对于改善患者预后至关重要,而 SPR 为无标记、灵敏地检测癌症生物标记物提供了一条前景广阔的途径。
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引用次数: 0
Nanoengineered Graphene Metasurface Surface Plasmon Resonance Sensor for Precise Hemoglobin Detection with AI-Assisted Performance Prediction 纳米工程石墨烯金属表面表面等离子体共振传感器与人工智能辅助性能预测用于精确检测血红蛋白
IF 3 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2024-09-13 DOI: 10.1007/s11468-024-02489-w
Jacob Wekalao, Ngaira Mandela, Obed Apochi, Costable Lefu, Tobias Topisia

The development of highly sensitive and reliable biosensors for hemoglobin detection is crucial for various medical and diagnostic applications. Hemoglobin, a vital protein in red blood cells responsible for oxygen transport, serves as an important biomarker for numerous health conditions. Accurate and rapid measurement of hemoglobin levels can aid in the early detection and monitoring of anemia, blood disorders, and other medical conditions. This study presents a biosensor design for hemoglobin detection, integrating a graphene-based metasurface with circular and square ring resonators constructed from silver and gold nanostructures. The proposed sensor leverages the unique plasmonic properties of plasmonic nanostructures and the remarkable optical characteristics of graphene to enhance its performance. Extensive parametric analysis and optimization are conducted to enhance detection accuracy among other performance parameters. Detection analysis demonstrated the sensor’s ability to resolve changes in hemoglobin concentration through distinct shifts in transmittance and reflectance spectra. The resulting sensor exhibits enhanced sensitivity of 3500nmRIU−1 to infrared energy, maximum FOM of 17.6, and detection limits of 0.05 among other performance parameters. Furthermore, machine learning optimization using 1D convolutional neural network regression is employed to predict the sensor’s behavior achieving high accuracy with maximum R2 scores ranging up to 1. The sensor design exhibits remarkable potential for applications requiring highly sensitive and precise hemoglobin monitoring in medical diagnostics and healthcare.

开发高灵敏度和可靠的血红蛋白检测生物传感器对于各种医疗和诊断应用至关重要。血红蛋白是红细胞中负责氧气运输的重要蛋白质,是许多健康状况的重要生物标志物。准确、快速地测量血红蛋白水平有助于及早发现和监测贫血、血液疾病和其他病症。本研究介绍了一种用于检测血红蛋白的生物传感器设计,它将基于石墨烯的元表面与由银和金纳米结构构建的圆形和方形环形谐振器集成在一起。拟议的传感器利用了等离子纳米结构的独特等离子特性和石墨烯的显著光学特性来提高其性能。为了提高检测精度和其他性能参数,进行了广泛的参数分析和优化。检测分析表明,传感器能够通过透射和反射光谱的明显变化来分辨血红蛋白浓度的变化。由此产生的传感器对红外能量的灵敏度提高到 3500nmRIU-1,最大 FOM 为 17.6,除其他性能参数外,检测限为 0.05。此外,利用一维卷积神经网络回归的机器学习优化技术来预测传感器的行为,实现了较高的准确度,最大 R2 分数可达 1。
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引用次数: 0
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Plasmonics
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