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Interdiffusion induced changes in the absorption spectra of III-V quantum dot systems
IF 3.1 3区 物理与天体物理
Optik Pub Date : 2025-02-01 DOI: 10.1016/j.ijleo.2024.172159
Subindu Kumar , Anjali Rai , Syed Sadique Anwer Askari
{"title":"Interdiffusion induced changes in the absorption spectra of III-V quantum dot systems","authors":"Subindu Kumar ,&nbsp;Anjali Rai ,&nbsp;Syed Sadique Anwer Askari","doi":"10.1016/j.ijleo.2024.172159","DOIUrl":"10.1016/j.ijleo.2024.172159","url":null,"abstract":"<div><div>III-V Semiconductor quantum dots (QDs) grown with growth interruption technique do not have uniform group III composition inside the dot. Modelling such as-grown structures requires in-depth knowledge of the composition and potential well profile. In this work, we have developed a three-dimensional analytical model which incorporates strain, as well as the variation of group III composition profile in both lateral and vertical directions inside an as-grown QD in order to quantify the effect of dot size variation on the interband optical absorption spectra of as-grown QD systems. Earlier reports on this subject considered the variation of either the dot height or base to account for the size deviation, which may not be sufficient enough to predict the dot size distribution in realistic systems, where all dimensions are likely to suffer from deviation. Keeping this in mind, Gaussian distribution of dot volume has been adopted here to consider the variations of height and base of QDs in a cumulative way. In our study, we considered InGaAs/GaAs and InGaN/GaN QD systems. The non-uniform distribution of indium inside the as-grown dot leads to a non-rectangular potential well profile, which eventually transforms into a rectangular one after annealing. Through the proposed model, we have investigated the effect of inhomogeneous indium composition and dot size variation on the optical absorption spectra of InGaAs/GaAs and InGaN/GaN as-grown QD systems through Gaussian distribution of dot volume. We have also discussed the effect of size deviation on the full width at half maxima (FWHM) of both as-grown and annealed QD systems. Emphasis has been given to the changes in the conduction and valence band potential profiles due to changes in the morphology inside the dot leading to subsequent changes in the energy levels caused by composition uniformity due to annealing and interdiffusion, thus modifying the nature of absorption spectra.</div></div>","PeriodicalId":19513,"journal":{"name":"Optik","volume":"321 ","pages":"Article 172159"},"PeriodicalIF":3.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143181665","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Retraction Notice: “Optimized shortest path algorithm for on-chip board processor in large scale networks” [Optik 271, December 2022, 170151]
IF 3.1 3区 物理与天体物理
Optik Pub Date : 2025-02-01 DOI: 10.1016/j.ijleo.2024.172125
Ameer N. Onaizah , Yuanqing Xia , Khurram Hussain , Abdullah Mohamed
{"title":"Retraction Notice: “Optimized shortest path algorithm for on-chip board processor in large scale networks” [Optik 271, December 2022, 170151]","authors":"Ameer N. Onaizah ,&nbsp;Yuanqing Xia ,&nbsp;Khurram Hussain ,&nbsp;Abdullah Mohamed","doi":"10.1016/j.ijleo.2024.172125","DOIUrl":"10.1016/j.ijleo.2024.172125","url":null,"abstract":"","PeriodicalId":19513,"journal":{"name":"Optik","volume":"321 ","pages":"Article 172125"},"PeriodicalIF":3.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143181666","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Axial-rotation beam-steering folded reflective-transmissive hybrid array
IF 3.1 3区 物理与天体物理
Optik Pub Date : 2025-02-01 DOI: 10.1016/j.ijleo.2024.172169
Rui Wang , Jingwen Sun , Chunhua Xue , Teng Li
{"title":"Axial-rotation beam-steering folded reflective-transmissive hybrid array","authors":"Rui Wang ,&nbsp;Jingwen Sun ,&nbsp;Chunhua Xue ,&nbsp;Teng Li","doi":"10.1016/j.ijleo.2024.172169","DOIUrl":"10.1016/j.ijleo.2024.172169","url":null,"abstract":"<div><div>Based on the concept of Risley prism and phase gradient lens theory for beam steerability, an innovative architecture for reducing the phase coverage of a phase gradient transmitarray is proposed by using axially rotating beam steering antenna. By employing the proposed folded antenna system, the profile height is reduced by half and the implementation of transmitarray is simplified with only <span><math><mrow><mn>180</mn><mo>°</mo></mrow></math></span> phase coverage for supercells due to the twice transmission. A concise linear-polarized prototype is designed and experimented for validation. The measured results demonstrate that the system can realize the beam-steering within a conical solid angle ranging <span><math><mrow><mo>±</mo><mn>49</mn><mo>°</mo></mrow></math></span>, with a peak gain of 24.8 dBi at the <span><math><mrow><mn>0</mn><mo>°</mo></mrow></math></span> beam direction at 30 GHz. The proposed axial-rotation folded reflective-transmissive hybrid array provides a new approach for beam steering which is a good candidate for communication systems.</div></div>","PeriodicalId":19513,"journal":{"name":"Optik","volume":"321 ","pages":"Article 172169"},"PeriodicalIF":3.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143183066","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Responsivity enhancement of TiO2 based UV photodetector by antimony doping
IF 3.1 3区 物理与天体物理
Optik Pub Date : 2025-02-01 DOI: 10.1016/j.ijleo.2024.172188
Yusuf Shehu , Alghareeb Abbas A. M , Naser M. Ahmed , Sameen Aslam , Siti Azrah Mohamad Samsuri , W. M. Edmund Loh
{"title":"Responsivity enhancement of TiO2 based UV photodetector by antimony doping","authors":"Yusuf Shehu ,&nbsp;Alghareeb Abbas A. M ,&nbsp;Naser M. Ahmed ,&nbsp;Sameen Aslam ,&nbsp;Siti Azrah Mohamad Samsuri ,&nbsp;W. M. Edmund Loh","doi":"10.1016/j.ijleo.2024.172188","DOIUrl":"10.1016/j.ijleo.2024.172188","url":null,"abstract":"<div><div>The excellent photoelectric properties, high stability, and low-cost fabrication have gained TiO<sub>2</sub> tremendous attention as a cutting-edge material for various energy-related applications. However, the bandgap energy in the UV range and the low excited states of TiO<sub>2</sub> have urged researchers to incorporate different dopant elements to optimize its properties. We demonstrated the effect of antimony (Sb) incorporation to TiO<sub>2</sub> as UV photodetector using chemical bath deposition technique. The structural, optical, and electrical behaviour of undoped and doped devices (Sb:TiO<sub>2</sub>) were analyzed. Under UV irradiation at a wavelength of 365 nm and a power intensity of 130 μW, we achieved remarkable enhancement in device sensitivity. Compared to an undoped device (TiO<sub>2</sub>-Ns/PSi/Ag), the doped device (Sb:TiO<sub>2</sub>-Ns/PSi/Ag) demonstrated superior photoresponse and performance. The device exhibited Schottky characteristics within a voltage range of -5V to 5 V, demonstrating strong responsiveness and excellent electrical behaviour. <em>I-V</em> analysis at bias voltages of 3 V, and 5 V revealed outstanding responsivity and sensitivity. The best optimized performance device (Sb:TiO<sub>2</sub>-Ns/PSi/Ag) demonstrate highest photodetector parameters of responsivity as 23.5 A/W, quantum efficiency as ∼8 × 10<sup>3</sup>%, sensitivity as 685.71 %, gain as 7.86, detectivity as 1.97 × 10<sup>12</sup> Jones, and NEP as 9.0 × 10<sup>–14</sup> W compared to that of the undoped TiO<sub>2</sub> device (TiO<sub>2</sub>-Ns/PSi/Ag) with responsivity of 15.4 A/W, quantum efficiency as 5.22 × 10<sup>3</sup>%, sensitivity as 420.81 %, gain as 5.21 detectivity as 1.25 × 10<sup>12</sup> Jones, and NEP as 1.42 × 10<sup>–13</sup> W, as a results of Sb incorporation to TiO<sub>2</sub> both under UV light illumination (wavelength 365 nm and power intensity of 130 <em>μW</em>) at 5 V bias voltage. These findings underscore the significant impact of Sb doping on TiO<sub>2</sub> for photodetection, leading to enhanced photo-responsivity and sensitivity compared to conventional TiO<sub>2</sub>-based devices, thereby establishing Sb:TiO<sub>2</sub> structures as promising candidates for UV sensing applications.</div></div>","PeriodicalId":19513,"journal":{"name":"Optik","volume":"321 ","pages":"Article 172188"},"PeriodicalIF":3.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143181661","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Performance specific recipe for nano-Co3O4 based electrochromic electrodes: Optimizing color modulation parameters
IF 3.1 3区 物理与天体物理
Optik Pub Date : 2025-02-01 DOI: 10.1016/j.ijleo.2024.172174
Nikita Ahlawat , Bhumika Sahu , Love Bansal , Deb Kumar Rath , Subin Kaladi Chondath , Rajesh Kumar
{"title":"Performance specific recipe for nano-Co3O4 based electrochromic electrodes: Optimizing color modulation parameters","authors":"Nikita Ahlawat ,&nbsp;Bhumika Sahu ,&nbsp;Love Bansal ,&nbsp;Deb Kumar Rath ,&nbsp;Subin Kaladi Chondath ,&nbsp;Rajesh Kumar","doi":"10.1016/j.ijleo.2024.172174","DOIUrl":"10.1016/j.ijleo.2024.172174","url":null,"abstract":"<div><div>The development of smart windows requires highly efficient electrochromic electrodes with fast response time and high optical modulation hence material synthesis parameters need to be optimized to get a material to give best possible performance. In this work, a set of Co<sub>3</sub>O<sub>4</sub> films was prepared by electrodeposition in a constant current mode where the concentration of NaNO<sub>3</sub> and annealing temperatures were kept as variables. All the Co<sub>3</sub>O<sub>4</sub> films exhibited noticeable bias induced color modulation from yellow to brown, which is characterized using bias-dependent in-situ transmission spectroscopy. An optical-modulation of 64 % (at 650 nm) could get observed for the Co<sub>3</sub>O<sub>4</sub> films prepared using 0.05 M NaNO<sub>3</sub> and annealed at 250 °C. A very fast response time of 2.2 s/1 s for switching from colored to bleached state and vice versa. The coloration efficiency was 58.9 cm<sup>2</sup>/C for Co<sub>3</sub>O<sub>4</sub> films synthesized using 0.05 M NaNO<sub>3</sub> and annealed at 150 °C, due to the electrode's highly porous nature. These enhancements make cobalt oxide electrodes a suitable choice as an anodic electrode for designing solid-state electrochromic devices in real-life applications. A recipe for designing a performance based electrochromic smart film has been obtained based on the correlation between the deposition parameter and their electrochromic performance.</div></div>","PeriodicalId":19513,"journal":{"name":"Optik","volume":"321 ","pages":"Article 172174"},"PeriodicalIF":3.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143182069","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Dynamics of Noise-like pulses in a Thulium-doped mode-locked fiber laser based on a non-linear absorbing loop mirror 基于非线性吸收环镜的掺铥模式锁定光纤激光器中的噪声脉冲动力学特性
IF 3.1 3区 物理与天体物理
Optik Pub Date : 2025-02-01 DOI: 10.1016/j.ijleo.2024.172158
Shubhranil Maity , Uttam Kumar Samanta , Sourav Das Chowdhury , Debasis Pal , Atasi Pal
{"title":"Dynamics of Noise-like pulses in a Thulium-doped mode-locked fiber laser based on a non-linear absorbing loop mirror","authors":"Shubhranil Maity ,&nbsp;Uttam Kumar Samanta ,&nbsp;Sourav Das Chowdhury ,&nbsp;Debasis Pal ,&nbsp;Atasi Pal","doi":"10.1016/j.ijleo.2024.172158","DOIUrl":"10.1016/j.ijleo.2024.172158","url":null,"abstract":"<div><div>Nonlinear loop mirrors are widely used as an artificial saturable absorber to design passive mode-locked fiber lasers. Theoretical estimation shows that the nonlinear absorbing loop mirror (NAbLM) in ‘figure-8’ architecture can provide higher modulation depth and generate a larger extinction ratio over other conventional loop mirrors. The transmissivity of both the NAbLM and non-linear amplifying loop mirror (NALM) has been calculated and compared. Accordingly, a mode-locked Thulium fiber laser at around 2 µm has been designed using an NAbLM-based laser cavity. In the stable state, square-shaped broadband noise-like pulses of 3 ns at a repetition rate of 1.77 MHz have been obtained with a pulse energy of 141 nJ.</div></div>","PeriodicalId":19513,"journal":{"name":"Optik","volume":"321 ","pages":"Article 172158"},"PeriodicalIF":3.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143182070","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Optimization and performance analysis of a D-shaped polymer optical fiber SPR sensor for selective detection of cadmium ions
IF 3.1 3区 物理与天体物理
Optik Pub Date : 2025-02-01 DOI: 10.1016/j.ijleo.2024.172161
Ankit Mishra , Rajiv Maurya , Abhishek Upadhyay , Gaurav Sharma , Pushpender Kumar Gangwar , Vivekanand Mishra , Vivek Singh
{"title":"Optimization and performance analysis of a D-shaped polymer optical fiber SPR sensor for selective detection of cadmium ions","authors":"Ankit Mishra ,&nbsp;Rajiv Maurya ,&nbsp;Abhishek Upadhyay ,&nbsp;Gaurav Sharma ,&nbsp;Pushpender Kumar Gangwar ,&nbsp;Vivekanand Mishra ,&nbsp;Vivek Singh","doi":"10.1016/j.ijleo.2024.172161","DOIUrl":"10.1016/j.ijleo.2024.172161","url":null,"abstract":"<div><div>This article explores the theoretical optimization and performance analysis of a surface plasmon resonance sensor utilizing a single-mode D-shaped polymer optical fiber for the detection of cadmium ions. In this structure, a sensing layer made of polyvinylpyrrolidone is employed over metal to protect it from environmental chemical reactions and selective sensing application of cadmium ions. Numerical investigations of the proposed structure have been carried out employing the finite element method. By optimizing the thickness of the metal, residual cladding, and sensing layer, the sensitivity and detection accuracy of the surface plasmon resonance sensor are estimated. The proposed sensor can detect the cadmium ions of concentration ranging from 0.5 ppm to 1000 ppm. The highest sensitivity (1500 nm/RIU), detection accuracy (29.6921), and figure of merit (64.4640 /RIU) of proposed sensors is observed at 1 ppm concentration of cadmium ions. Despite some variation, the detection accuracy and figure of merit remain high across all considered concentrations of cadmium ions, indicating the reliable performance of the sensor. Its optimal performance at lower concentrations is particularly beneficial for early detection and continuous monitoring of cadmium contamination.</div></div>","PeriodicalId":19513,"journal":{"name":"Optik","volume":"321 ","pages":"Article 172161"},"PeriodicalIF":3.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143182063","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Advanced study of structural and optical characteristics of nanocrystalline coomassie brilliant blue G-250 for optoelectronic device optimization
IF 3.1 3区 物理与天体物理
Optik Pub Date : 2025-02-01 DOI: 10.1016/j.ijleo.2024.172147
M.S. Moqbel , A.H. Ammar , Al-Shimaa Badran , A.A.M. Farag
{"title":"Advanced study of structural and optical characteristics of nanocrystalline coomassie brilliant blue G-250 for optoelectronic device optimization","authors":"M.S. Moqbel ,&nbsp;A.H. Ammar ,&nbsp;Al-Shimaa Badran ,&nbsp;A.A.M. Farag","doi":"10.1016/j.ijleo.2024.172147","DOIUrl":"10.1016/j.ijleo.2024.172147","url":null,"abstract":"<div><div>This study explores the structural and optical properties of Coomassie Brilliant Blue G-250 (CBBG) using X-ray diffraction (XRD) and spectroscopic techniques. XRD analysis of both powder and thin film samples reveals distinct structural features: the powder exhibits a polycrystalline structure with strong diffraction peaks corresponding to cubic lattice planes, while the thin film shows a mix of crystalline orientations within an amorphous matrix. The Williamson-Hall relation is applied to determine average crystallite sizes, yielding 85.5 nm for the powder and 71.8 nm for the thin film, indicating their nanocrystalline nature. Microstrain analysis also reveals compressive strain within the thin film. These structural insights are critical for understanding CBBG's mechanical and optical properties, vital for biochemical and optoelectronic applications. Density functional theory (DFT) calculations with the B3LYP/6–311++G(d,p) basis set were used to optimize the molecular geometry and analyze HOMO-LUMO energies and reactive sites via the MEP map. CBBG shows higher hyperpolarizability than urea, indicating its potential for nonlinear optical applications. Miller indices further support its optoelectronic optimization. The real (ε<sub>1</sub>) and imaginary (ε<sub>2</sub>) parts of the dielectric constant were analyzed, revealing CBBG thin films exhibit strong polarization and charge displacement, influenced by structural disorder. Additionally, the volume and surface energy loss functions (VELF and SELF) highlight significant internal energy dissipation, emphasizing CBBG's potential for optoelectronic devices. The complex optical conductivity analysis reveals key absorption and dispersion behaviors essential for advanced photonic and electronic device design.</div></div>","PeriodicalId":19513,"journal":{"name":"Optik","volume":"321 ","pages":"Article 172147"},"PeriodicalIF":3.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143182061","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Predicting optical properties of NiO films fabricated by RF magnetron sputtering: A machine learning approach
IF 3.1 3区 物理与天体物理
Optik Pub Date : 2025-02-01 DOI: 10.1016/j.ijleo.2024.172155
Ahmet Gürkan Yüksek , Sabit Horoz , İsmail Altuntaş , İlkay Demi̇r , Ebru Ş. Tüzemen
{"title":"Predicting optical properties of NiO films fabricated by RF magnetron sputtering: A machine learning approach","authors":"Ahmet Gürkan Yüksek ,&nbsp;Sabit Horoz ,&nbsp;İsmail Altuntaş ,&nbsp;İlkay Demi̇r ,&nbsp;Ebru Ş. Tüzemen","doi":"10.1016/j.ijleo.2024.172155","DOIUrl":"10.1016/j.ijleo.2024.172155","url":null,"abstract":"<div><div>NiO films with different thicknesses (100, 150, 200, 250, 300 and 400 nm) were grown on glass substrates using the RF Magnetron sputtering method and their optical transmittance properties were analysed with a spectrophotometer. An innovative aspect of this work was the application of machine learning techniques used to derive new insights from experimental data. Four different machine learning algorithms -ANFIS, Artificial Neural Networks (ANN), Support Vector Machines (SVM) and Gaussian Process Regression (GPR)- were tested. While the models were trained using films of different thicknesses, a randomly selected 75 % of the whole dataset was used for model testing and the remaining 25 % of the films were used for testing the models. Among these, ANN and GPR models were found to be the most successful models. Using these models, the energy band gaps were estimated at 1 nm intervals and the values ranged from approximately 3.50 eV to 3.76 eV.</div></div>","PeriodicalId":19513,"journal":{"name":"Optik","volume":"321 ","pages":"Article 172155"},"PeriodicalIF":3.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143182068","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
Prediction of the whispering-gallery modes in spherical hyperbolic metamaterial cavity based on deep learning
IF 3.1 3区 物理与天体物理
Optik Pub Date : 2025-02-01 DOI: 10.1016/j.ijleo.2024.172178
Shu Liu , Jingxuan Guo , Beier Liang , Yong Cheng , Xiumei Wang , Jing Chen
{"title":"Prediction of the whispering-gallery modes in spherical hyperbolic metamaterial cavity based on deep learning","authors":"Shu Liu ,&nbsp;Jingxuan Guo ,&nbsp;Beier Liang ,&nbsp;Yong Cheng ,&nbsp;Xiumei Wang ,&nbsp;Jing Chen","doi":"10.1016/j.ijleo.2024.172178","DOIUrl":"10.1016/j.ijleo.2024.172178","url":null,"abstract":"<div><div>Microcavity structures with whispering-gallery modes (WGMs) have significant applications in developing advanced optical devices, making them a cornerstone in the field of optics. However, the identification of high-order WGMs remains challenging due to their smaller mode volume and higher optical field density. To address this issue, we construct a dataset of WGMs consisting of 1869 images and evaluate its performance using the YOLO algorithm. Furthermore, architectural modifications are introduced to enhance the algorithm's prediction accuracy, achieving an 8.6 % increase in mAP compared to the baseline. The improved model demonstrates reliable performance in predicting the order of WGMs, providing a valuable approach to solving the recognition challenges associated with complex optical modes.</div></div>","PeriodicalId":19513,"journal":{"name":"Optik","volume":"321 ","pages":"Article 172178"},"PeriodicalIF":3.1,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143183064","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"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
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