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Birefringent Manipulation of Sensitivity of Vortex Plasmon Polariton Waves 涡旋等离激元极化子波灵敏度的双折射操纵
IF 5.6 4区 物理与天体物理
Plasmonics Pub Date : 2026-09-25 DOI: 10.1007/s11468-026-03479-w
Shehzad Khan, Jiaye Su, Jichuan Xiong
{"title":"Birefringent Manipulation of Sensitivity of Vortex Plasmon Polariton Waves","authors":"Shehzad Khan,&nbsp;Jiaye Su,&nbsp;Jichuan Xiong","doi":"10.1007/s11468-026-03479-w","DOIUrl":"10.1007/s11468-026-03479-w","url":null,"abstract":"<div><p>Surface plasmon polariton (SPP) sensors provide an effective platform for detecting small variations in the refractive index. However, their performance is strongly limited by lack of dynamic tunability and material losses. In this work, the propagation and sensitivity of right- and left-circularly polarized (RCP and LCP) plasmon polariton waves are investigated at the interface of a four-level chiral atomic medium and silver-silica (<i>Ag</i>-<span>(SiO_2))</span> nanocomposite material using a vortex control field. The electric and magnetic cross coupling in the chiral atomic medium produces polarization-dependent refractive indices, which determine the RCP and LCP dispersion relation, group index, group velocity, wavelength, propagation time, penetration depth in atomic medium and <i>Ag</i>-<span>(SiO_2)</span>, and sensitivity of SPPs. The topological charge <span>(ell )</span> of the vortex control field significantly influenced the propagation characteristics and sensitivity of SPPs to improve the sensing performance. The topological charge of a vortex control field defines an <span>(ell )</span>-fold azimuthal symmetry, where the number of maxima and minima increases with <span>(ell =1,2,3,4)</span> in the position range of <span>(-3lambda le x le 3lambda )</span> and <span>(-3lambda le y le 3lambda )</span>. The real and imaginary parts of the SPP wave is vary in the ranges of <span>(4.792 times 10^{7} m^{-1} le Re(k^{(pm )}_{spp}) le 4.839 times 10^{7}m^{-1})</span> and <span>(2.1 times 10^4 m^{-1} le Im(k^{(pm )}_{spp}) le 1.25times 10^5 m^{-1})</span>, respectively. The group index of SPPs varies within the range <span>(160 le n^{spp(pm )}_{g} le 720)</span>, corresponding to a group velocity of <span>(3.8times 10^5,m/s le v^{spp(pm )}_{g} le 1.44 times 10^6,m/s)</span> and a propagation time of <span>(2.0times 10^{-11},s le t^{(pm )}_{spp} le 4.2 times 10^{-10},s)</span>. The maximum value of RCP and LCP sensitivity of SPP are reported to <span>(611.0,deg/RIU le S^{(pm )}_{spp} le 617.4,deg/RIU)</span> at topological charge <span>(ell =4)</span> and further enhances with increasing of <span>(ell )</span>. The finding results of our manuscript is useful for potential applications in high-precision biosensing, tunable plasmonic devices, chemical and biological detection.</p></div>","PeriodicalId":736,"journal":{"name":"Plasmonics","volume":"21 11","pages":"4095 - 4110"},"PeriodicalIF":5.6,"publicationDate":"2026-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149310372","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Ka-Band Bandpass Filter Using Groove Gap Waveguide and Double-Sided Spoof Surface Plasmon Polariton Structure 利用槽隙波导和双面欺骗表面等离子激元结构的ka波段带通滤波器
IF 5.6 4区 物理与天体物理
Plasmonics Pub Date : 2026-09-25 DOI: 10.1007/s11468-026-03482-1
Jingxue Yu, Xida Deng, Ye Hua, Hefeng Ni, Sihang Wang, Mengxiang Wang, Ge Dong, Wanrong Zhang
{"title":"Ka-Band Bandpass Filter Using Groove Gap Waveguide and Double-Sided Spoof Surface Plasmon Polariton Structure","authors":"Jingxue Yu,&nbsp;Xida Deng,&nbsp;Ye Hua,&nbsp;Hefeng Ni,&nbsp;Sihang Wang,&nbsp;Mengxiang Wang,&nbsp;Ge Dong,&nbsp;Wanrong Zhang","doi":"10.1007/s11468-026-03482-1","DOIUrl":"10.1007/s11468-026-03482-1","url":null,"abstract":"<div><p>A <i>Ka</i>-band bandpass filter (BPF) using a hybrid groove gap waveguide and double-sided spoof surface plasmon polariton (GGW-DSSSPP) structure is proposed. The DSSSPP structure consists of two symmetric rows of periodically corrugated metallic blocks arranged on the upper and lower metallic surfaces of the GGW. The GGW and DSSSPP unit cells introduce different dispersion responses, enabling independent adjustment of the passband edges. The GGW groove width and metal nail height mainly tune the lower passband edge, whereas the corrugated metallic block height and period in the DSSSPP structure control the upper passband edge. The fabricated filter exhibits a minimum insertion loss (IL) of 0.52 dB, a 3-dB fractional bandwidth of 16.5%, and a BW<sub>3dB</sub>/BW<sub>20dB</sub> ratio of 0.87 at a center frequency of 32.15 GHz.</p></div>","PeriodicalId":736,"journal":{"name":"Plasmonics","volume":"21 11","pages":"4071 - 4079"},"PeriodicalIF":5.6,"publicationDate":"2026-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149310367","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Influence of Cerium Oxide on the Structural, Optical, and Luminescent Properties of Borophosphate Glasses 氧化铈对硼磷酸盐玻璃结构、光学和发光性能的影响
IF 5.6 4区 物理与天体物理
Plasmonics Pub Date : 2026-09-25 DOI: 10.1007/s11468-026-03480-3
Gailan A. Saber, Saman Q. Mawlud
{"title":"Influence of Cerium Oxide on the Structural, Optical, and Luminescent Properties of Borophosphate Glasses","authors":"Gailan A. Saber,&nbsp;Saman Q. Mawlud","doi":"10.1007/s11468-026-03480-3","DOIUrl":"10.1007/s11468-026-03480-3","url":null,"abstract":"<div><p>A glass series based on the borophosphate system was prepared with varying additions of CeO<sub>2</sub> (57.5 − x) B₂O₃ + 15P₂O₅ + 20Na₂O + 7.5CaO + xCeO₂ (x = 0.3–0.9 mol%). Density and molar volume show non-linear behavior across all samples, reflecting structural rearrangements induced by rare-earth ions. The incorporation of CeO<sub>2</sub> generally leads to structural modifications. Structural parameters such as internuclear distances and boron concentration also vary, indicating changes in the glass network connectivity. X-ray diffraction confirms the amorphous nature of all samples. FTIR analysis reveals the presence of structural units including BO<sub>3</sub>, BO<sub>4</sub>, P–O–P linkages, and hydroxyl-related groups. Optical studies indicate that the indirect band gap decreases with increasing CeO<sub>2</sub> content. Urbach energy exhibits irregular variation, suggesting changes in structural disorder. The refractive index and electronic polarizability show composition-dependent trends, with CeO<sub>2</sub> enhancing polarizability. A red shift in the absorption edge is observed with increasing cerium content. Photoluminescence spectra reveal an excitation around 290 nm corresponding to <i>4f–5d</i> transitions of Ce<sup>3+</sup> ions. Emission characteristics are strongly influenced by both CeO<sub>2</sub> concentration, with observed transition at 373 nm corresponding to <i>5d</i><sup><i>1</i></sup> to <i>4f</i><sup><i>1</i></sup> with a Stokes shift of approximately 0.95 eV attributed to phonon-assisted relaxation and radiative recombination.</p></div>","PeriodicalId":736,"journal":{"name":"Plasmonics","volume":"21 11","pages":"4081 - 4094"},"PeriodicalIF":5.6,"publicationDate":"2026-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149310371","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enhanced Refractive Index Sensing Using a Gold–TiO2 Bilayer-Coated Photonic Crystal Fiber Surface Plasmon Resonance Sensor 利用金- tio2双层涂层光子晶体光纤表面等离子体共振传感器增强折射率传感
IF 5.6 4区 物理与天体物理
Plasmonics Pub Date : 2026-09-25 DOI: 10.1007/s11468-026-03483-0
Sanjeev Sharma, Sanjay Sharma, Sri Krishna Singh, Rajesh Kumar Tewari, Prakash Ranjan Deen, Manoj Kumar Goel
{"title":"Enhanced Refractive Index Sensing Using a Gold–TiO2 Bilayer-Coated Photonic Crystal Fiber Surface Plasmon Resonance Sensor","authors":"Sanjeev Sharma,&nbsp;Sanjay Sharma,&nbsp;Sri Krishna Singh,&nbsp;Rajesh Kumar Tewari,&nbsp;Prakash Ranjan Deen,&nbsp;Manoj Kumar Goel","doi":"10.1007/s11468-026-03483-0","DOIUrl":"10.1007/s11468-026-03483-0","url":null,"abstract":"<div><p>A dual Au-TiO<sub>2</sub> bilayer-coated photonic crystal fiber (PCF)-based surface plasmon resonance (SPR) sensor is proposed for high-performance refractive index sensing. The sensor employs a hexagonal PCF structure coated with a gold (Au) plasmonic layer and a titanium dioxide (TiO<sub>2</sub>) overlayer to enhance plasmonic coupling and improve sensing performance. The optical characteristics are analyzed using the finite element method (FEM) through COMSOL Multiphysics over the wavelength range of 1350–1950 nm for analyte refractive indices ranging from 1.33 to 1.40. The optimized structure exhibits a maximum local wavelength sensitivity of 30,000 nm/RIU at RI = 1.40, while the 1.330–1.390 interval provides an approximately linear calibration regime. The calculated FOM reaches 882.35 RIU⁻<sup>1</sup> at RI = 1.40. The instrument-limited RI resolution estimate is 3.33 × 10⁻⁶ RIU for a 0.1 nm spectral resolution. The enhanced performance results from the synergistic Au/TiO<sub>2</sub> bilayer, which strengthens surface plasmon excitation. Owing to its compact design, high sensitivity, and excellent detection capability, the proposed SPR-PCF sensor is a promising platform for label-free biochemical and biomedical sensing applications.</p></div>","PeriodicalId":736,"journal":{"name":"Plasmonics","volume":"21 11","pages":"4121 - 4137"},"PeriodicalIF":5.6,"publicationDate":"2026-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149310370","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Metal-Filled Porous Silicon for Plasmonic Light Trapping in Solar Cell Applications: A Comparative Finite Element Study of Ag, Au, and Cu 用于等离子体光捕获的金属填充多孔硅在太阳能电池中的应用:Ag、Au和Cu的比较有限元研究
IF 5.6 4区 物理与天体物理
Plasmonics Pub Date : 2026-09-24 DOI: 10.1007/s11468-026-03476-z
Muhammad Naseem Akhtar, Tahir Iqbal, Hamaad Ali, Muhammad Azhar Naeem Gilani, Muhammad Riasat, Roha Jehangir, Guido Mula
{"title":"Metal-Filled Porous Silicon for Plasmonic Light Trapping in Solar Cell Applications: A Comparative Finite Element Study of Ag, Au, and Cu","authors":"Muhammad Naseem Akhtar,&nbsp;Tahir Iqbal,&nbsp;Hamaad Ali,&nbsp;Muhammad Azhar Naeem Gilani,&nbsp;Muhammad Riasat,&nbsp;Roha Jehangir,&nbsp;Guido Mula","doi":"10.1007/s11468-026-03476-z","DOIUrl":"10.1007/s11468-026-03476-z","url":null,"abstract":"<div><p>Crystalline silicon (c-Si) solar cells currently dominate with commercial module efficiencies of 22–24% and laboratory records ~ 27% for single junction devices. These values are constrained by optical losses, including insufficient light trapping within the device architecture. In this study we report a finite element analysis (FEA), carried out in COMSOL Multiphysics RF Module (v.5.3a), of a one-dimensional porous silicon array (1D PSiA) with pores filled by silver (Ag), gold (Au), and copper (Cu) in a c-Si substrate, targeting enhanced light trapping through surface plasmon polaritons (SPPs) and localized surface plasmon resonance (LSPR). Pore width (w) was swept from 50 to 600 nm at a fixed periodicity (Λ) of 700 nm under transverse-magnetic (TM) illumination. Far-field transmission spectra reveal a Fano-resonance dip at 703–720 nm governed by the structural periodicity. Full-width at half-maximum (FWHM) and near-field electric-field norm (E-Norm) analysis identify <i>w</i> = 200 nm as the critical coupling width for Ag (E-Norm peak 0.0044 a.u.) and <i>w</i> = 200–250 nm for Au and Cu (0.0045 and 0.0040 a.u.). Coupling efficiencies (η) at <i>w</i> = 200 nm reach 97.2%, 96.4%, and 95.4% for Ag, Au, and Cu, respectively, saturating above 99% for <i>w</i> ≥ 250 nm; relative transmission (T<sub>rel</sub>) peaks near 0.029 a.u. at <i>w</i> = 250 nm before declining sharply. A four-way correlation of FWHM, E-Norm, η, and T<sub>rel</sub> is consistent with the optimum pore widths correspond to roughly one-third of the structural periodicity, offering a computationally validated geometric design rule for pore-confined plasmonic solar cell fabrication.</p><h3>Graphical Abstract</h3><div><figure><div><div><picture><source><img></source></picture></div></div></figure></div></div>","PeriodicalId":736,"journal":{"name":"Plasmonics","volume":"21 11","pages":"4047 - 4070"},"PeriodicalIF":5.6,"publicationDate":"2026-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://link.springer.com/content/pdf/10.1007/s11468-026-03476-z.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149310535","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Plasmonic Tri-Metallic Hybrid Nanostructures on Porous Silicon: a High-Performance SERS Platform for Monitoring Environmental Pollutants 多孔硅上的等离子体三金属杂化纳米结构:一种监测环境污染物的高性能SERS平台
IF 5.6 4区 物理与天体物理
Plasmonics Pub Date : 2026-09-23 DOI: 10.1007/s11468-026-03481-2
Amer B. Dheyab, Alwan M. Alwan, Intisar A. Naseef, Aseel I. Mahmood, Allaa A. Jabbar
{"title":"Plasmonic Tri-Metallic Hybrid Nanostructures on Porous Silicon: a High-Performance SERS Platform for Monitoring Environmental Pollutants","authors":"Amer B. Dheyab,&nbsp;Alwan M. Alwan,&nbsp;Intisar A. Naseef,&nbsp;Aseel I. Mahmood,&nbsp;Allaa A. Jabbar","doi":"10.1007/s11468-026-03481-2","DOIUrl":"10.1007/s11468-026-03481-2","url":null,"abstract":"<div><p>This study reports the fabrication and performance evaluation of advanced multilayer hybrid plasmonic SERS sensors based on tri-material core–shell nanostructures deposited on macroporous silicon (McPSi) substrates. Two distinct nanoparticle architectures AgNPs core/AuNPs shell/AgNPs shell and AuNPs core/AgNPs shell/AuNPs shell—were successfully synthesized and integrated onto the McPSi surface, forming highly efficient SERS-active platforms. Owing to the synergistic plasmonic coupling between the multilayer metallic shells and the high surface area of the porous silicon substrate, both configurations exhibited outstanding sensing performance. The AgNPs core/AuNPs shell/AgNPs shell and AuNPs core/AgNPs shell/AuNPs shell sensors achieved ultralow detection limits of 1 × 10⁻¹² M and 2 × 10⁻¹³ M, respectively. Moreover, remarkably high Raman enhancement factors of 1 × 10⁸ and 5 × 10⁷ were obtained, indicating strong electromagnetic field localization and dense plasmonic hot-spot formation. These results demonstrate the superior signal amplification capability and exceptional sensitivity of the proposed hybrid sensors, highlighting their strong potential for ultra-trace detection of environmental contaminants and advanced biosensing applications.</p></div>","PeriodicalId":736,"journal":{"name":"Plasmonics","volume":"21 9","pages":"3749 - 3767"},"PeriodicalIF":5.6,"publicationDate":"2026-09-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149078872","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Four-parameter Gas Optical Fiber Sensor Based on Surface Plasmon Resonance (SPR) for Simultaneous Detection of Methane, Relative Humidity, Hydrogen, and Hydrogen Sulfide 基于表面等离子体共振(SPR)的四参数气体光纤传感器用于同时检测甲烷、相对湿度、氢气和硫化氢
IF 5.6 4区 物理与天体物理
Plasmonics Pub Date : 2026-09-22 DOI: 10.1007/s11468-026-03472-3
Weiqiang Wang, Jingwei Lv, Jianxin Wang, Xili Lu, Wei Liu, Zao Yi, Qiang Liu, Paul K. Chu, Chao Liu
{"title":"Four-parameter Gas Optical Fiber Sensor Based on Surface Plasmon Resonance (SPR) for Simultaneous Detection of Methane, Relative Humidity, Hydrogen, and Hydrogen Sulfide","authors":"Weiqiang Wang,&nbsp;Jingwei Lv,&nbsp;Jianxin Wang,&nbsp;Xili Lu,&nbsp;Wei Liu,&nbsp;Zao Yi,&nbsp;Qiang Liu,&nbsp;Paul K. Chu,&nbsp;Chao Liu","doi":"10.1007/s11468-026-03472-3","DOIUrl":"10.1007/s11468-026-03472-3","url":null,"abstract":"<div><p>A 4-parameter gas sensor that can simultaneously detect methane (CH<sub>4</sub>), relative humidity (<i>RH</i>), hydrogen (H<sub>2</sub>), and hydrogen sulfide (H<sub>2</sub>S) is designed and analyzed. It uses a 4D-type coreless optical fiber as the substrate, gold (Au) as the plasmonic medium, and cryptophane-A/ultraviolet-cured fluorosiloxane complex (Crypt-A/UVCFS), polyvinyl alcohol (PVA), Pd-WO<sub>3,</sub> and zinc oxide (ZnO) as the sensing materials. Simulation results show that in the ranges of methane concentrations (<i>c</i>(CH<sub>4</sub>)) of 0%-2%, <i>RH</i> of 30%-70%, hydrogen concentration (<i>c</i>(H<sub>2</sub>)) of 0%-2%, and hydrogen sulfide (<i>c</i>(H<sub>2</sub>S)) concentration of 0–80 ppm, the average CH<sub>4</sub> sensitivity, <i>RH</i> sensitivity, H<sub>2</sub> sensitivity, and H<sub>2</sub>S sensitivity are − 76 nm/%, -2.2 nm/%RH, -153 nm/%, and 15 nm/ppm, respectively.</p></div>","PeriodicalId":736,"journal":{"name":"Plasmonics","volume":"21 8","pages":"3467 - 3478"},"PeriodicalIF":5.6,"publicationDate":"2026-09-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149072384","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High Performance Gold-TiO(_{2}) PCF-SPR Biosensor for Rapid Diagnosis of Multiple Cancerous Cells 用于多种癌细胞快速诊断的高性能Gold-TiO (_{2}) PCF-SPR生物传感器
IF 5.6 4区 物理与天体物理
Plasmonics Pub Date : 2026-09-19 DOI: 10.1007/s11468-026-03442-9
Sreevani Alluru, Siva Prasad Valluri
{"title":"High Performance Gold-TiO(_{2}) PCF-SPR Biosensor for Rapid Diagnosis of Multiple Cancerous Cells","authors":"Sreevani Alluru,&nbsp;Siva Prasad Valluri","doi":"10.1007/s11468-026-03442-9","DOIUrl":"10.1007/s11468-026-03442-9","url":null,"abstract":"<div><p>This manuscript reports a new photonic crystal fiber (PCF) employing surface plasmon resonance (SPR) for reliable and early-stage cancer detection. The sensor employs a gold-coated hexagonal architecture with strategically varied air-hole diameters, enabling enhanced light–matter interaction and improved sensing performance. Refractive index (RI) variations corresponding to different analyte media associated with normal and cancerous cell suspensions are analyzed through finite element method (FEM) simulations. The design operates efficiently within an RI interval of 1.36 to 1.399 and across a broadband wavelength window of 0.6-1.3 <span>(mu )</span>m. The proposed biosensor demonstrates strong capability to differentiate analyte samples corresponding to MDA-MB-231, PC12, HeLa, and Jurkat cell lines, representing breast cancer type-I, adrenal gland, cervical, and blood cancer-related conditions, respectively. Simulation results reveal key performance metrics, including a maximum wavelength sensitivity (<span>(S_{w})</span>) of 17571.43 nm/RIU, 12928.57 nm/RIU, 8208.33 nm/RIU, and 8928.57 nm/RIU for MDA-MB-231, PC12, HeLa, and Jurkat cancerous cells, respectively. The amplitude sensitivity (<span>(S_{a})</span>) gives -1646.2 <span>(RIU^{-1})</span>, -1561.08 <span>(RIU^{-1})</span>, -3652.48 <span>(RIU^{-1})</span>, and -1767 <span>(RIU^{-1})</span> for MDA-MB-231, PC12, HeLa and Jurkat cancerous cells. The resolution lies between <span>(5.6911 times 10^{-6})</span> RIU and <span>(1.12 times 10^{-5})</span> RIU. Additionally, the sensor achieves a high figure of merit (FOM) of 153.91 <span>(RIU^{-1})</span> for PC12 cells and a spectral quality ratio (SQR) of 2.736 for HeLa cells.</p></div>","PeriodicalId":736,"journal":{"name":"Plasmonics","volume":"21 11","pages":"4027 - 4045"},"PeriodicalIF":5.6,"publicationDate":"2026-09-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149310469","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Investigation of a Dual U-Notched SPR-PCF MIR Refractive Index Sensor Using Taguchi Optimization and Machine Learning–Based Prediction 基于田口优化和机器学习预测的双u型缺口SPR-PCF MIR折射率传感器研究
IF 5.6 4区 物理与天体物理
Plasmonics Pub Date : 2026-09-18 DOI: 10.1007/s11468-026-03469-y
Prashant Kumar, Rakesh Ranjan
{"title":"Investigation of a Dual U-Notched SPR-PCF MIR Refractive Index Sensor Using Taguchi Optimization and Machine Learning–Based Prediction","authors":"Prashant Kumar,&nbsp;Rakesh Ranjan","doi":"10.1007/s11468-026-03469-y","DOIUrl":"10.1007/s11468-026-03469-y","url":null,"abstract":"<div><p>A novel dual U-notched surface plasmon resonance (SPR)-based photonic crystal fiber (PCF) sensor in the mid-infrared (MIR) regime has been investigated, exhibiting an application for refractive index (RI) prediction through the machine learning (ML) technique. The structural design parameters were selected using an L9 Taguchi orthogonal-array parameter screening analysis, in which two signal-to-noise ratio (SNR) responses, corresponding to peak confinement loss and full width at half maximum (FWHM), were analyzed through their delta values, and the resulting configuration has been verified by confirmation simulation. The sensor achieves maximum and average wavelength sensitivities of 30,000 nm/RIU and 19,010 nm/RIU, respectively, with an amplitude sensitivity of 968.20 RIU<sup>− 1</sup>, a resolution of 3.33 × 10<sup>− 6</sup> RIU, and maximum and average figures of merit (FOM) of 1034.06 RIU<sup>− 1</sup> and 569.87 RIU<sup>− 1</sup>, respectively, over the assessed RI range. To enable accurate RI prediction without repeated full-wave computation, the ML models have been trained on numerical data generated by finite-element simulation in COMSOL Multiphysics, using the resonance wavelength and peak confinement loss jointly as inputs. Six regression methods, namely linear regression, second- and third-degree polynomial regression, support vector regression (RBF), Gaussian process regression (RBF) and XGBoost, have been evaluated by using the metrics, such as mean absolute error (MAE), root mean square error (RMSE), R², and mean absolute percentage error (MAPE) under the nested leave-one-out cross-validation, with an independent hold-out set. The GPR performed best, attaining an MAE of 1.16 × 10<sup>− 4</sup> RIU, an RMSE of 1.61 × 10<sup>− 4</sup> RIU, R<sup>2</sup> = 0.99956, and a MAPE of 0.0087%. The proposed sensor detects analytes with RIs between 1.326 and 1.353 over the MIR wavelength range of 2940–3460 nm and is applicable to biological analysis, chemical detection, and environmental monitoring within that range.</p></div>","PeriodicalId":736,"journal":{"name":"Plasmonics","volume":"21 9","pages":"3661 - 3677"},"PeriodicalIF":5.6,"publicationDate":"2026-09-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"149078886","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Exploring the Feasibility of the Anisotropic Property of ReS₂ in Long-Range Surface Plasmonic Sensing for Superior Performance 探索ReS₂的各向异性特性在远程表面等离子体传感中的可行性,以获得更好的性能
IF 5.6 4区 物理与天体物理
Plasmonics Pub Date : 2026-09-18 DOI: 10.1007/s11468-026-03473-2
Virendra Kumar, Sarika Pal, Vivek Singh, Yogendra Kumar Parajapati
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