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Energy Redistribution Due to Parasitic Absorption in the Cr Adhesion Layer of an Ag Grating/InAs Quantum Wire Multilayer Heterostructure Ag光栅/InAs量子线多层异质结构中Cr粘附层寄生吸收导致的能量重分配
IF 5.6 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-09-11 DOI: 10.1007/s11468-026-03459-0
Tianle Liu, Xinqi Shi, Sheng Liu, Tingting Dang, Cuifeng Tian, Chunhua Yang, Hongmei Liu

In recent years, quantum wire infrared photodetectors have attracted extensive attention due to their high optoelectronic conversion efficiency arising from quantum confinement effects. Although metal gratings are widely employed to enhance light absorption, the influence mechanism of their parasitic absorption on device performance upon the introduction of a Cr adhesion layer to ensure mechanical stability remains unclear. In this work, a Cr adhesion layer is introduced into an Ag grating/InAs quantum wire multilayer heterostructure. Through frequency-domain simulations, the optical absorption characteristics are analyzed, and the energy redistribution mechanism of the Cr layer is revealed. The results show that after introducing a 10 nm Cr layer, the total absorptance of the device increases by 3.07% and 9.22% at 1.9 μm and 3.6 μm, respectively. However, the Cr layer dissipates 85.49% and 52.83% of the incident energy, compressing the effective absorption of the quantum wire active region to below 1%. This "increase in total absorption, yet loss in active-region absorption" effect originates from the interception and absorption of reflected energy by the Cr layer, which shifts the primary site of energy dissipation from the Ag grating to the Cr layer. This study provides quantitative criteria and theoretical guidance for the design of adhesion layers in quantum wire infrared photodetectors and similar multilayer plasmonic optoelectronic devices.

近年来,量子线红外探测器因其在量子约束效应下具有较高的光电转换效率而受到广泛关注。虽然金属光栅被广泛用于增强光吸收,但在引入Cr粘附层以确保机械稳定性后,其寄生吸收对器件性能的影响机制尚不清楚。本文在银光栅/InAs量子线多层异质结构中引入了Cr粘附层。通过频域模拟,分析了Cr层的光吸收特性,揭示了Cr层的能量再分配机制。结果表明:引入10 nm Cr层后,器件在1.9 μm和3.6 μm处的总吸光度分别提高了3.07%和9.22%;然而,Cr层耗散了入射能量的85.49%和52.83%,将量子线有源区的有效吸收压缩到1%以下。这种“总吸收增加,但活性区吸收损失”的效应源于Cr层对反射能量的拦截和吸收,使能量耗散的主要位置从Ag光栅转移到Cr层。该研究为量子线红外探测器和类似的多层等离子体光电器件中粘附层的设计提供了定量准则和理论指导。
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引用次数: 0
Atomistic Origin of Termination-Controlled Plasmonic Hotspots in Au–Ag Nanodimers 金银纳米二聚体末端控制等离子体热点的原子起源
IF 5.6 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-09-11 DOI: 10.1007/s11468-026-03467-0
Junais Habeeb Mokkath

Atomic-scale control of bimetallic nanogaps provides a powerful route for engineering plasmonic hotspots and energy dissipation. Here, we employ an atomistically resolved electrodynamic framework to systematically investigate Au–Au, Ag–Ag, Au@Ag–Au@Ag, and Ag@Au–Ag@Au nanodimers separated by sub-nanometer gaps. By analyzing absorption spectra, induced charge distributions, near-field localization, and a spatially resolved dissipation-based hot-carrier proxy P(r,ω) ∝ ωIm[ε(ω)]|E(r,ω)|2, we identify a termination-controlled regime in which the metal forming the nanogap interface governs plasmon coherence and hotspot confinement more strongly than overall stoichiometry. In particular, Ag-terminated junctions exhibit sharper resonances, stronger gap fields, and enhanced localized dissipation, whereas Au termination suppresses confinement despite higher intrinsic losses. This behavior originates from the interplay between material-dependent damping and nanoscale field localization, which is maximized when low-loss metals define the hotspot interface. These results establish a general nanoscale design principle for bimetallic plasmonic nanojunctions: surface termination at the optical hotspot acts as the dominant control parameter for plasmon-mediated energy localization within the classical, non-conductive coupling regime.

双金属纳米间隙的原子尺度控制为工程等离子体热点和能量耗散提供了一条强有力的途径。在这里,我们采用原子解析的电动力学框架系统地研究了被亚纳米间隙分隔的Au-Au, Ag-Ag, Au@Ag - Au@Ag和Ag@Au - Ag@Au纳米二聚体。通过分析吸收光谱、诱导电荷分布、近场定位和基于空间分辨耗散的热载子代理P(r,ω)∝ω im [ε(ω)]|E(r,ω)|2,我们确定了一个终端控制体系,在该体系中,形成纳米间隙界面的金属对等离子体相干性和热点约束的控制比整体化学统计更强。特别是,银端结表现出更锐利的共振,更强的间隙场和增强的局域耗散,而金端结抑制约束,尽管更高的本征损耗。这种行为源于材料相关阻尼和纳米级场局部化之间的相互作用,当低损耗金属定义热点界面时,这种相互作用最大化。这些结果建立了双金属等离子体纳米结的一般纳米级设计原则:在经典的非导电耦合体系中,光学热点的表面终止是等离子体介导的能量局域化的主要控制参数。
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引用次数: 0
Broadband and Arbitrary Linear Polarization Rotation via Coherent Control in a Subwavelength Plasmonic Nano-Scatterer 在亚波长等离子体纳米散射体中通过相干控制实现宽带和任意线性偏振旋转
IF 5.6 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-09-09 DOI: 10.1007/s11468-026-03454-5
Yuankuo Liao, Hang Li, Xiao-Chong Yu, Jianjun Chen

Manipulating light polarization at the subwavelength scale is critical for high-density photonic integration. Here, broadband and arbitrary linear polarization rotation is demonstrated in a subwavelength plasmonic nano-scatterer (0.22λ² at λ = 600 nm), consisting of two orthogonal metallic nanogroove antennas. This rotation is achieved by varying the phase difference between two counter-propagating surface plasmon polaritons (SPPs). The proposed approach exploits the intrinsic binary-phase and cosine-amplitude distributions of the SPP standing waves. The binary-phase distribution restricts the relative phase of orthogonal scattering components radiated from the two nanogrooves to 0 or π, ensuring high-purity linear polarization. The cosine-amplitude distribution modulates their power ratio to rotate the polarization angle of the total scattered light. Therefore, the linear polarization of the total scattered light is arbitrarily rotated (Δα = 180°) by only changing the phase difference between two incident SPPs with parallel linear polarization. Experimentally, an ultrasmall nano-scatterer (0.22λ² at λ = 600 nm) is fabricated. At λ = 550 nm, 600 nm, and 650 nm, it is demonstrated that the polarization angle α is arbitrarily rotated from 90° to − 90° with a degree of linear polarization (Dp > 0.82).

在亚波长尺度上操纵光偏振是高密度光子集成的关键。本文在一个亚波长等离子体纳米散射体(λ = 600 nm处为0.22λ²)中展示了宽带和任意线性极化旋转,该散射体由两个正交的金属纳米槽天线组成。这种旋转是通过改变两个反向传播的表面等离子激元(SPPs)之间的相位差来实现的。该方法利用了SPP驻波的固有二相和余弦振幅分布。二相分布限制了从两个纳米沟槽辐射的正交散射分量的相对相位为0或π,保证了高纯度的线极化。余弦振幅分布调节它们的功率比来旋转总散射光的偏振角。因此,只需改变平行线偏振的两个入射spp之间的相位差,就可以任意旋转总散射光的线偏振(Δα = 180°)。实验制备了一种超小型纳米散射体(λ = 600 nm处为0.22λ²)。在λ = 550 nm, 600 nm和650 nm处,偏振角α在90°到- 90°之间任意旋转,具有线性偏振度(Dp > 0.82)。
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引用次数: 0
Ultra-Wideband Terahertz Absorption in an All-Graphene Metasurface Enabled by a Mode-Merging Mechanism 由模式合并机制实现的全石墨烯超表面超宽带太赫兹吸收
IF 5.6 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-09-09 DOI: 10.1007/s11468-026-03457-2
Muhammad Sajjad, Zain UL Abidin, Hong Wang

This work presents the design and numerical investigation of a fully graphene-based, tunable ultra-wideband (UWB) electromagnetic absorber for terahertz (THz) applications. The proposed metal-free device consists of an upper patterned graphene rectangular-ring resonator (GRRR) and a lower continuous graphene layer, separated by a silicon dioxide spacer. Ultra-wideband absorption is achieved through a sequential mode-merging method. In this approach, rotated rectangular resonators are systematically integrated to excite multiple plasmonic resonances. These resonances progressively merge into a continuous absorption spectrum through enhanced electromagnetic coupling and spectral overlap. The proposed absorber achieves an absorption bandwidth of 17.9 THz, corresponding to a fractional bandwidth of 197.79%, with absorptivity exceeding 95% over the frequency band of 0.1 to 18 THz. Owing to its high structural symmetry, the absorber demonstrates polarization-insensitive characteristics under normal incidence, and sustains consistent absorption performance for both transverse-electric and transverse-magnetic polarizations under oblique incidence. Additionally, the absorption response can be dynamically adjusted by modulating the graphene chemical potential, without any structural changes. The combination of an exceptionally wide operating bandwidth, compact configuration, polarization insensitivity, and electrical tunability makes the proposed absorber promising for applications in THz sensing, imaging, stealth, and adaptive optoelectronic devices.

这项工作提出了一种完全基于石墨烯的、可调谐超宽带(UWB)的太赫兹(THz)应用电磁吸收器的设计和数值研究。提出的无金属器件由上部图案化石墨烯矩形环谐振器(GRRR)和下部连续石墨烯层组成,由二氧化硅间隔层分隔。超宽带吸收是通过顺序模式合并方法实现的。在这种方法中,旋转的矩形谐振器被系统地集成以激发多个等离子共振。这些共振通过增强的电磁耦合和光谱重叠逐渐合并成一个连续的吸收光谱。该吸波器的吸收带宽为17.9 THz,对应于分数带宽为197.79%,在0.1 ~ 18 THz频段内吸波率超过95%。由于其高度的结构对称性,吸收体在正入射下表现出极化不敏感的特性,在斜入射下对横向电极化和横向磁极化都保持一致的吸收性能。此外,可以通过调节石墨烯的化学势来动态调整吸收响应,而不会发生任何结构变化。特别宽的工作带宽、紧凑的结构、极化不敏感和电气可调性的结合,使所提出的吸收器有望应用于太赫兹传感、成像、隐身和自适应光电器件。
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引用次数: 0
Advanced Design of Kretschmann Based SPR Biosensor, Combining Cu Nanolayer, Perovskite Oxides and 2D-Nanomaterials for Ultrasensitive Detection 基于Kretschmann的SPR生物传感器的先进设计,结合Cu纳米层,钙钛矿氧化物和2d纳米材料用于超灵敏检测
IF 5.6 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-09-09 DOI: 10.1007/s11468-026-03463-4
Fatima Houari, Mohamed El barghouti, Abdellah Mir, Abdellatif Akjouj

In this research, we report on the analysis and optimization of the detection performance of an original nanodesign for a surface plasmon resonance (SPR) sensor, with a view to several applications in the fields of processing and diagnostics. Our enhanced SPR nanodesign is built on a Kretschmann hybrid configuration, consisting of a BK7 prism, a Cu film interleaved with a WO(_{3}) layer, and covered with a hybrid multilayer of perovskite oxide combined with a monolayer of graphene or black phosphorus, as well as the sensing medium. The finite element method (FEM), associated with an excitation at 633 nm, is used to analyze the plasmonic properties of the nanodesign. We analyze performance parameters such as detection sensitivity, sensitivity enhancement, figure of merit (FoM), and electric field distribution. Firstly, the study focuses on optimizing the effect of different layers of nanomaterials and their thicknesses on surface plasmon resonance and SPR biosensor performance. A detection sensitivity of around 576 deg/RIU and a FoM of 175.07 RIU(^{-1}) were found. These performance values are enhanced by 500% and 13.06% respectively, relative to those of a conventional SPR sensor (BK7/WO(_{3})/Cu/SM). Subsequently, we modeled the SPR biosensor optimized in this work to show how plasmon resonance and detection performance are affected by the refractive index of infected and normal blood samples containing plasma. The current SPR design can be used in highly sensitive biomedical and environmental detection and diagnostic applications.

在这项研究中,我们报告了一种原始纳米设计的表面等离子体共振(SPR)传感器的检测性能的分析和优化,以期在加工和诊断领域的几个应用。我们的增强型SPR纳米设计基于Kretschmann杂化结构,由BK7棱镜、与WO (_{3})层交错的Cu膜、覆盖有混合多层钙钛矿氧化物(结合单层石墨烯或黑磷)以及传感介质组成。采用有限元法(FEM),结合633 nm激发,分析了纳米设计的等离子体特性。我们分析了检测灵敏度、灵敏度增强、优值图(FoM)和电场分布等性能参数。首先,研究了不同纳米材料层数及其厚度对表面等离子体共振和SPR生物传感器性能的影响。检测灵敏度约为576度/RIU, FoM为175.07 RIU (^{-1})。这些性能值提高了500% and 13.06% respectively, relative to those of a conventional SPR sensor (BK7/WO(_{3})/Cu/SM). Subsequently, we modeled the SPR biosensor optimized in this work to show how plasmon resonance and detection performance are affected by the refractive index of infected and normal blood samples containing plasma. The current SPR design can be used in highly sensitive biomedical and environmental detection and diagnostic applications.
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引用次数: 0
Modeling Plasmonic Hotspots in Silver Nanoparticle Dimers via ZnO Spacer-Base Substrate Synergy 通过ZnO间隔基衬底协同作用模拟银纳米粒子二聚体中的等离子体热点
IF 5.6 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-09-08 DOI: 10.1007/s11468-026-03402-3
Md. Badhan Mridha, Tanvir Ahmed, Md. Ashiqur Rahman, A. F. M. Yusuf Haider, Aminul I. Talukder, Md. Wahadoszamen

Surface-enhanced Raman spectroscopy (SERS) relies on strong amplification of the local electromagnetic field within plasmonic hotspots formed around metallic nanostructures. In this study, we present a computational framework that models a silver nanoparticle (AgNP) dimer placed on a ZnO dielectric spacer, supported by a base substrate, to investigate hotspot-enhancement mechanisms. Finite-difference time-domain (FDTD) simulations were employed to systematically examine the combined influence of ZnO layer thickness, base substrate, interparticle gap, and nanoparticle (NP) radius on the plasmonic response and the enhancement factor (EF) arising from the local electric field. The simulations reveal two distinct plasmonic modes, the single-particle (SP) mode and the gap mode, whose resonance wavelengths and enhancement strengths are highly sensitive to the dielectric spacer, base substrate, and NP configuration. The EF for both modes varies non-monotonically with the ZnO layer thickness, initially increasing, reaching a maximum at intermediate thicknesses, and then decreasing, highlighting the tunability of EF through the dielectric layer. Further analysis confirms that interparticle separation and NP size play dominant roles in governing hotspot intensity and spectral position. Validation of the model against SERS experiments performed at an excitation wavelength of 785 nm shows good agreement, confirming the reliability of the simulations. These findings provide useful design guidelines for hybrid spacer-base substrate architectures and underscore the critical role of ZnO-base substrate synergy in optimizing plasmonic hotspots to improve SERS performance.

表面增强拉曼光谱(SERS)依赖于在金属纳米结构周围形成的等离子体热点内的局部电磁场的强放大。在这项研究中,我们提出了一个计算框架,该框架模拟了放置在ZnO介电间隔层上的银纳米粒子(AgNP)二聚体,由碱性衬底支撑,以研究热点增强机制。采用时域有限差分(FDTD)模拟系统地考察了ZnO层厚度、基片、粒子间隙和纳米粒子半径对局部电场产生的等离子体响应和增强因子(EF)的综合影响。模拟结果显示了两种不同的等离子体模式,即单粒子(SP)模式和间隙模式,其共振波长和增强强度对介电间隔层、基片和NP结构高度敏感。两种模式的EF随ZnO层厚度呈非单调变化,先是增加,在中等厚度处达到最大值,然后减小,突出了EF通过介质层的可调性。进一步分析证实,粒子间分离和NP大小对热点强度和光谱位置起主导作用。在785 nm激发波长下进行的SERS实验验证了模型的一致性,证实了模拟的可靠性。这些发现为混合间隔基衬底架构提供了有用的设计指南,并强调了zno基衬底协同作用在优化等离子体热点以提高SERS性能方面的关键作用。
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引用次数: 0
High-sensitivity NIR Blood Analyte Sensing Using a Double-sefect 1D Photonic Crystal: A Comparative TMM and FEM Investigation 双选一维光子晶体高灵敏度近红外血液分析物传感:TMM和FEM的比较研究
IF 5.6 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-09-08 DOI: 10.1007/s11468-026-03444-7
Vipin Kumar, Neeraj Kumar,  Himanshu, Rishabh Tyagi, Chhavi Tomar

In the present work, a symmetric one-dimensional (1D) Silicon/Silicon Dioxide double-defect photonic crystal biosensor for high-resolution blood component screening in the near-infrared (NIR) regime has been proposed. The proposed structure, optimized for a central design wavelength of 1550 nm, is represented as (mathrm{Air}/left(mathrm{BA}right)^N-mathrm B-mathrm D-mathrm B-mathrm Dleft(mathrm{BA}right)^N-mathrm B/mathrm{Air}), where A and B represent Silicon Dioxide and Silicon layers, respectively, and D denotes identical microfluidic defect cavities containing blood analytes. The transmission spectra and localized electric field confinement profiles are rigorously modelled and validated using the Transfer Matrix Method (TMM) and a 1D Finite Element Method (FEM) Helmholtz solver. Due to electromagnetic state hybridization in the coupled defect cavities, the transmission spectrum exhibits split resonance modes (Peak 1 and Peak 2) inside the photonic bandgap. Under normal incidence θ = 00 with a period N = 7, the sensor achieves a high refractive index sensitivity of up to 544.14 nm/RIU for Hemoglobin, extremely narrow linewidths (FWHM down to 5.08 pm), and Quality Factors (Q) up to 2.76 × 105 for Plasma, resulting in a Limit of Detection (LoD) in the order of 10− 6 RIU. The transition to extreme oblique angles of incidence (up to 800) significantly elongates the optical path length through the cavity defects, enhancing the peak sensitivity to 784.18 nm/RIU and narrowing the resonance FWHM to sub-picometer levels 0.25 pm, which yields an ultra-high-Quality Factor of 5.32 × 106 and a Figure of Merit ((:text{FoM})) of 3.12 × 106 RIU− 1 for the Plasma component. The comparative analysis shows perfect agreement between TMM and FEM calculations, with minor resonance peak shifts (+ 50 to + 90 pm) arising from finite-element discretization grid rounding, and peak shift discrepancies of less than 5 pm, validating the numerical consistency of the model. These results demonstrate that the proposed symmetric double-defect configuration represents a highly sensitive, and stable optical platform for rapid NIR blood diagnostics.

在目前的工作中,提出了一种对称的一维(1D)硅/二氧化硅双缺陷光子晶体生物传感器,用于近红外(NIR)区域的高分辨率血液成分筛选。所提出的结构以1550 nm为中心设计波长进行优化,用(mathrm{Air}/left(mathrm{BA}right)^N-mathrm B-mathrm D-mathrm B-mathrm Dleft(mathrm{BA}right)^N-mathrm B/mathrm{Air})表示,其中a和B分别代表二氧化硅和硅层,D表示含有血液分析物的相同微流控缺陷腔。利用传递矩阵法(TMM)和一维有限元(FEM)亥姆霍兹求解器对透射光谱和局域电场约束剖面进行了严格的建模和验证。由于耦合缺陷腔中的电磁态杂化,透射谱在光子带隙内呈现出分裂共振模式(峰1和峰2)。在正常入射θ = 00,周期N = 7的情况下,该传感器对血红蛋白的折射率灵敏度高达544.14 nm/RIU,线宽极窄(FWHM低至5.08 pm),对血浆的质量因子(Q)高达2.76 × 105,检测限(LoD)约为10−6 RIU。过渡到极端斜入射角(高达800)显着延长了通过腔缺陷的光路长度,将峰值灵敏度提高到784.18 nm/RIU,并将共振FWHM缩小到亚皮米水平0.25 pm,从而产生了5.32 × 106的超高质量因子和3.12 × 106 RIU−1的品质系数((:text{FoM}))。对比分析表明,TMM和FEM计算结果吻合较好,有限元离散网格舍入引起的共振峰移较小(+ 50 ~ + 90pm),峰移差异小于5pm,验证了模型的数值一致性。这些结果表明,所提出的对称双缺陷结构为快速近红外血液诊断提供了一个高灵敏度、稳定的光学平台。
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引用次数: 0
Near-Field Coupling in Plasmonic Nanoarrays: Tailoring Radiative and Non-Radiative Losses Through Gap Engineering 等离子体纳米阵列中的近场耦合:通过间隙工程剪裁辐射和非辐射损失
IF 5.6 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-09-07 DOI: 10.1007/s11468-026-03455-4
Benedict S. Morris, Bruno Palpant

Absorption losses in plasmonic nanoparticles limit their performance in many optical and photonic applications by dissipating energy as heat and damping resonance strength. Using finite-difference time-domain simulations, we demonstrate that near-field coupling in dense, periodic nanoparticle arrays can significantly mitigate these losses. When interparticle distances are small, for the free carriers inside a given particle, the field enhancement of neighbouring particles reduces the effect of the field enhancement at the tip of the particle under study. As a result, the internal electric field – and thus the associated Ohmic losses – are substantially reduced, despite intense field enhancement in the narrow interparticle gaps. By comparing our results to the analytical theory of electric dipole arrays, we show that engineering the gaps in periodic arrays allows fine-tuning of the non-radiative to radiative losses ratio. This interplay between the near-field enhancement and the electric field within the nanoparticles suggests a route to exploit densely packed plasmonic arrays for optical devices, achieving high resonance strength and field enhancement while minimising thermal losses and associated damping. Furthermore, our results indicate the potential for decoupled control of hot-electron injection and thermal heating, offering new opportunities for the design of efficient plasmonic systems.

等离子体纳米粒子的吸收损失限制了它们在许多光学和光子应用中的性能,因为吸收损失会以热的形式耗散能量并降低共振强度。利用时域有限差分模拟,我们证明了密集、周期纳米颗粒阵列中的近场耦合可以显著减轻这些损失。当粒子间距离较小时,对于给定粒子内的自由载流子,邻近粒子的场增强降低了粒子尖端场增强的影响。结果,尽管在狭窄的粒子间隙中有强烈的电场增强,但内部电场和相关的欧姆损耗大大减少。通过将我们的结果与电偶极子阵列的分析理论进行比较,我们表明,设计周期阵列中的间隙可以微调非辐射与辐射损耗比。这种近场增强和纳米颗粒内电场之间的相互作用表明,利用密集排列的等离子体阵列用于光学器件,实现高共振强度和场增强,同时最大限度地减少热损耗和相关阻尼。此外,我们的结果表明热电子注入和热加热解耦控制的潜力,为设计高效等离子体系统提供了新的机会。
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引用次数: 0
SPR Optical Fiber Sensor Based on Composite Film Modification for Simultaneous Measurement of Refractive Index and Temperature 同时测量折射率和温度的复合膜改性SPR光纤传感器
IF 5.6 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-09-07 DOI: 10.1007/s11468-026-03460-7
Guoning Hu, Xili Jing, Dongting Hou

By adjusting composite films with different refractive indices, the coupling conditions of surface plasmon resonance (SPR) can be precisely controlled, thereby inducing a controllable redshift in the sensing bandwidth of the sensor. This feature provides a reliable means for effectively separating the dual-channel sensing bandwidths. In this study, we propose a sensor modulated by composite films for the simultaneous and independent measurement of refractive index (RI) and temperature. The RI sensing channel is realized by depositing Ag/MgF2 films onto the surface of the no-core fiber (NCF), while the temperature sensing channel is implemented by coating the NCF with the Ag/MoS2/ polydimethylsiloxane (PDMS) films. Experimental results show that the sensor achieves a maximum sensitivity of 7300 nm/RIU in the RI range of 1.33–1.39, and a maximum sensitivity within the temperature range of 30–100 ℃ can reach 4.4 nm/℃. The sensing bandwidth are effectively separated around 800 nm. Through rational design of the film structure, this study provides a feasible solution for achieving high-performance multi-parameter sensing.

通过调整不同折射率的复合薄膜,可以精确控制表面等离子体共振(SPR)的耦合条件,从而在传感器的传感带宽中诱导可控的红移。该特性为有效分离双通道传感带宽提供了可靠的手段。在这项研究中,我们提出了一种由复合薄膜调制的传感器,用于同时独立测量折射率(RI)和温度。RI传感通道通过在无芯光纤(NCF)表面沉积Ag/MgF2薄膜来实现,而温度传感通道通过在NCF表面涂覆Ag/MoS2/聚二甲基硅氧烷(PDMS)薄膜来实现。实验结果表明,该传感器在1.33 ~ 1.39的RI范围内最大灵敏度可达7300 nm/RIU,在30 ~ 100℃的温度范围内最大灵敏度可达4.4 nm/℃。传感带宽在800 nm左右有效分离。通过对薄膜结构的合理设计,为实现高性能多参数传感提供了可行的解决方案。
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引用次数: 0
Highly Sensitive PCF-SPR Magnetic Sensor Based on Statistical Optimization and MLP Modeling 基于统计优化和MLP建模的高灵敏度PCF-SPR磁传感器
IF 5.6 4区 物理与天体物理 Q2 CHEMISTRY, PHYSICAL Pub Date : 2026-09-04 DOI: 10.1007/s11468-026-03461-6
Wagih Mrassi, Dhouha Grina, Randa Khemiri, Sameh Kaziz

A highly sensitive photonic crystal fiber surface plasmon resonance (PCF-SPR) magnetic sensor assisted by statistical optimization and machine learning is proposed and numerically investigated. The sensor consists of a silica-based PCF incorporating two gold-coated elliptical channels filled with magnetic fluid, enabling efficient coupling between the guided core mode and surface plasmon polaritons. Finite element method (FEM) simulations were performed over a magnetic-field range of 30–300 Oe. The air-hole diameter, pitch, and gold layer thickness were optimized using the Taguchi method and analysis of variance (ANOVA), identifying the pitch as the dominant design parameter. The optimized sensor achieves a wavelength sensitivity of 500 pm/Oe, an amplitude sensitivity of 0.0361 Oe− 1, and a resolution of 2 × 10− 2 Oe within the 30–90 Oe operating range. To accelerate sensor analysis, a multilayer perceptron (MLP) model was developed to predict the complete confinement-loss spectrum directly from the wavelength and magnetic-field intensity. The model was trained using a FEM-generated dataset and rigorously validated through a Leave-One-H-Configuration-Out (LOCO) cross-validation strategy. The MLP achieved an average R2 of 0.9878 ± 0.0101, outperforming Support Vector Regression and Random Forest models under the same validation protocol. Furthermore, robustness analysis considering ± 5% variations in the air-hole diameter, pitch, and gold-layer thickness, together with partial magnetic-fluid infiltration, confirms the stability of the sensor response under realistic fabrication and implementation deviations. The proposed hybrid Taguchi-ML framework provides an efficient, accurate, and robust approach for the design and rapid evaluation of PCF-SPR magnetic sensors.

提出了一种基于统计优化和机器学习的高灵敏度光子晶体光纤表面等离子体共振(PCF-SPR)磁传感器,并进行了数值研究。该传感器由硅基PCF组成,包含两个充满磁流体的镀金椭圆通道,实现了引导核心模式和表面等离子激元极化子之间的有效耦合。在30 ~ 300 Oe的磁场范围内进行了有限元模拟。采用田口法和方差分析(ANOVA)对气孔直径、节距和金层厚度进行优化,确定节距为主要设计参数。优化后的传感器在30 ~ 90 Oe工作范围内,波长灵敏度为500 pm/Oe,幅度灵敏度为0.0361 Oe−1,分辨率为2 × 10−2 Oe。为了加速传感器分析,建立了多层感知器(MLP)模型,直接从波长和磁场强度预测完整的约束损失谱。该模型使用fem生成的数据集进行训练,并通过Leave-One-H-Configuration-Out (LOCO)交叉验证策略进行严格验证。在相同的验证方案下,MLP的平均R2为0.9878±0.0101,优于支持向量回归和随机森林模型。此外,考虑到空气孔直径、间距和金层厚度±5%的变化以及部分磁流体的渗透,鲁棒性分析证实了传感器在实际制造和实现偏差下的响应稳定性。提出的混合Taguchi-ML框架为PCF-SPR磁传感器的设计和快速评估提供了一种高效、准确和稳健的方法。
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