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Hybrid topology optimization combining simulated annealing for designing unpolarized high-efficiency freeform metasurface in-coupler for augmented reality waveguide. 结合模拟退火进行混合拓扑优化,设计用于增强现实波导的非极化高效自由形态元表面内耦合器。
IF 3.2 2区 物理与天体物理 Q2 OPTICS Pub Date : 2024-11-04 DOI: 10.1364/OE.534453
Haigang Liang, Siyu Dong, Zeyong Wei, Zhanshan Wang, Xinbin Cheng

High-efficiency in-couplers with unpolarized responses are crucial for the performance of waveguide augmented reality displays. Freeform quasi-3D metasurfaces (FQ3DM), which integrate freeform metasurfaces with multilayer films, is one possible solution to achieve this. However, the performance of FQ3DM is limited by the lack of inverse design algorithms capable of optimizing its overall structure. In this work, we proposed a hybrid topology optimization combining simulated annealing (HTO-SA) algorithm that alternates between topology optimization and simulated annealing to find the global optimum for both the shape and thickness of FQ3DM. With the HTO-SA algorithm, we designed an unpolarized high-efficiency in-coupler that achieves an average efficiency of 90% across a 20° field-of-view for both transverse electric and transverse magnetic polarization. We envision that our proposed approach can be generalized to the design of high-performance diffractive optical devices.

具有非偏振响应的高效内耦合器对于波导增强现实显示器的性能至关重要。将自由形态元表面与多层薄膜集成在一起的自由形态准三维元表面(FQ3DM)是实现这一目标的可行解决方案之一。然而,由于缺乏能够优化整体结构的反向设计算法,FQ3DM 的性能受到了限制。在这项工作中,我们提出了一种结合模拟退火的混合拓扑优化(HTO-SA)算法,该算法在拓扑优化和模拟退火之间交替使用,以找到 FQ3DM 的形状和厚度的全局最优值。利用 HTO-SA 算法,我们设计了一种非极化高效内耦合器,在 20° 视场范围内,横向电极化和横向磁极化的平均效率均达到 90%。我们设想,我们提出的方法可以推广到高性能衍射光学器件的设计中。
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引用次数: 0
Low-loss, single-polarization, anti-bending, anti-resonant fiber applicable to the small flexibility field. 适用于小柔性领域的低损耗、单极化、抗弯曲、抗谐振光纤。
IF 3.2 2区 物理与天体物理 Q2 OPTICS Pub Date : 2024-11-04 DOI: 10.1364/OE.540148
Jingkai Zhou, Feng Wang, Yuejiang Song, Mi Li, Peng Mao, Qiang Chen

In this paper, a novel hollow-core anti-resonant optical fiber is proposed. We confirm that the U-shaped nested tubes can better compress the fiber core compared with the circular and semi-circular nested tubes to further reduce the loss and improve the single polarization characteristics. The proposed optical fiber has an ultra-low loss of 0.005 dB/m in the considered wavelength range. This is difficult to achieve in most of the previous studies. In the common wavelength band of 1550 nm, the designed fiber achieves a birefringence of about 3 × 10-5 and a single polarization PER index of 2259 and is capable of polarization filtering with a broadband of 16 nm. Meanwhile, the proposed structure still has extremely excellent bending resistance. The critical bending radius of the designed structure is approximately 0.4 cm. It also confirms that our proposed structure has a certain ability to withstand harsh environments and can be widely applied in small, flexible fields. We believe that the designed structure has a wider range of applications in the field of fiber optic communication systems that are more sensitive to polarization, such as fiber optic gyroscopes, optical amplifiers, and fiber lasers.

本文提出了一种新型空芯抗谐振光纤。我们证实,与圆形和半圆形嵌套管相比,U 形嵌套管能更好地压缩纤芯,从而进一步降低损耗并改善单偏振特性。在所考虑的波长范围内,所提出的光纤具有 0.005 dB/m 的超低损耗。这是以往大多数研究难以达到的。在 1550 nm 的常用波段,所设计的光纤实现了约 3 × 10-5 的双折射和 2259 的单偏振 PER 指数,并能实现 16 nm 宽带的偏振滤波。同时,所提出的结构还具有极其出色的抗弯曲性。设计结构的临界弯曲半径约为 0.4 厘米。这也证实了我们提出的结构具有一定的抗恶劣环境能力,可以广泛应用于小型、灵活的领域。我们相信,在光纤陀螺仪、光放大器和光纤激光器等对偏振较为敏感的光纤通信系统领域,所设计的结构具有更广泛的应用前景。
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引用次数: 0
Neural network algorithm for under-sampled wavefront reconstruction: mathematical analysis and implementation. 用于欠采样波前重建的神经网络算法:数学分析与实现。
IF 3.2 2区 物理与天体物理 Q2 OPTICS Pub Date : 2024-11-04 DOI: 10.1364/OE.533183
Zhiyun Zhang, Ruiyan Jin, Fangfang Chai, Zhihao Lei, Linxiong Wen, Shuai Wang, Ping Yang

The Shack-Hartmann wavefront sensor (SHWFS) is critical in adaptive optics (AO) for measuring wavefronts via centroid shifts in sub-apertures. Under extreme conditions like strong turbulence or long-distance transmission, wavefront information degrades significantly, leading to undersampled slope data and severely reduced reconstruction accuracy. Conventional algorithms struggle in these scenarios, and existing neural network approaches are not sufficiently advanced. To address this challenge, we propose a mathematically interpretable neural network-based wavefront reconstruction algorithm designed to mitigate the impact of slope loss. Experimental results demonstrate that our algorithm achieves what is believed to be unprecedented fidelity in full-aperture aberration reconstruction with up to 70% wavefront undersampling, representing a precision improvement of approximately 89.3% compared to modal methods. Moreover, the algorithm can be fully trained using simulation data alone, eliminating the need for real data acquisition and significantly enhancing practical applicability.

夏克-哈特曼波前传感器(SHWFS)是自适应光学(AO)中通过子孔径中的中心点偏移测量波前的关键设备。在强湍流或长距离传输等极端条件下,波前信息会明显降低,导致斜率数据采样不足,重建精度严重下降。传统的算法在这些情况下难以奏效,现有的神经网络方法也不够先进。为了应对这一挑战,我们提出了一种基于神经网络的波前重建算法,旨在减轻斜率损失的影响。实验结果表明,我们的算法在全口径像差重建中实现了前所未有的保真度,波前欠采样率高达 70%,与模态方法相比,精度提高了约 89.3%。此外,该算法只需使用模拟数据就能进行完全训练,无需采集真实数据,大大提高了实用性。
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引用次数: 0
Multifunctional GAN-based optimization for X-ray tomography under different conditions. 基于 GAN 的多功能优化技术,用于不同条件下的 X 射线断层摄影。
IF 3.2 2区 物理与天体物理 Q2 OPTICS Pub Date : 2024-11-04 DOI: 10.1364/OE.527366
Yu Guan, Shou Zhang, Hongwei Wang, Xingbang Chen, Fuli Wang, Huiqiang Liu

Based on the generative adversarial network (GAN), we present a multifunctional X-ray tomographic protocol for artifact correction, noise suppression, and super-resolution of reconstruction. The protocol mainly consists of a data preprocessing module and multifunctional GAN-based loss function simultaneously dealing with ring artifacts and super-resolution. The experimental protocol removes ring artifacts and improves the contrast-to-noise ratio (CNR) and spatial resolution (SR) of reconstructed images successfully, which shows the capability to adaptively rectify ring artifacts with varying intensities and types while achieving super-resolution. Compared with the main existing deep learning models or conventional tomographic correction methods, it also enables higher processing speed and minimal information loss, especially for images of smaller dimensions. This study provides a robust optimization tool for the equivalent realization of large fields of view and high-resolution X-ray tomography. The experimental datasets were collected from a series of X-ray cone-beam computed tomography scans of biological samples.

基于生成对抗网络(GAN),我们提出了一种多功能 X 射线断层成像协议,用于矫正伪影、抑制噪声和重建超分辨率。该协议主要由数据预处理模块和基于生成式对抗网络的多功能损失函数组成,同时处理环形伪影和超分辨率问题。实验方案成功去除了环状伪影,提高了重建图像的对比度-噪声比(CNR)和空间分辨率(SR),显示了在实现超分辨率的同时自适应修正不同强度和类型的环状伪影的能力。与现有的主要深度学习模型或传统断层校正方法相比,它还能实现更高的处理速度和最小的信息损失,尤其是对于尺寸较小的图像。这项研究为等效实现大视野和高分辨率 X 射线断层成像提供了一种稳健的优化工具。实验数据集来自一系列生物样本的 X 射线锥束计算机断层扫描扫描。
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引用次数: 0
X-ray nano-holotomography reconstruction with simultaneous probe retrieval. X 射线纳米体层成像重建与同步探针检索。
IF 3.2 2区 物理与天体物理 Q2 OPTICS Pub Date : 2024-11-04 DOI: 10.1364/OE.537341
Viktor Nikitin, Marcus Carlsson, Doğa Gürsoy, Rajmund Mokso, Peter Cloetens

In conventional tomographic reconstruction, the pre-processing step includes flat-field correction, where each sample projection on the detector is divided by a reference image taken without the sample. When using coherent X-rays as a probe, this approach overlooks the phase component of the illumination field (probe), leading to artifacts in phase-retrieved projection images, which are then propagated to the reconstructed 3D sample representation. The problem intensifies in nano-holotomography with focusing optics, which, due to various imperfections creates high-frequency components in the probe function. Here, we present a new iterative reconstruction scheme for holotomography, simultaneously retrieving the complex-valued probe function. Implemented on GPUs, this algorithm results in 3D reconstruction resolving twice thinner layers in a 3D ALD standard sample measured using nano-holotomography.

在传统的层析成像重建中,预处理步骤包括平场校正,即用探测器上的每个样本投影除以不含样本的参考图像。当使用相干 X 射线作为探针时,这种方法会忽略照明场(探针)的相位分量,导致相位检索投影图像中出现伪影,然后再传播到重建的三维样本表示中。在使用聚焦光学器件的纳米体视成像中,这一问题更加严重,因为聚焦光学器件的各种缺陷会在探针函数中产生高频分量。在此,我们提出了一种新的全息成像迭代重建方案,可同时检索复值探针函数。该算法在 GPU 上实现了三维重建,利用纳米全息成像技术测量的三维 ALD 标准样品中的两倍薄层都能得到解析。
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引用次数: 0
Fiber-optic radio frequency transfer with enhanced frequency stability using fiber Brillouin amplifiers. 利用光纤布里渊放大器提高频率稳定性的光纤射频传输。
IF 3.2 2区 物理与天体物理 Q2 OPTICS Pub Date : 2024-11-04 DOI: 10.1364/OE.541349
Junwei Ren, Liang Hu, Jianping Chen, Guiling Wu

The frequency stability of long-distance two-way fiber-optic radio frequency (RF) transfer is directly affected by the optical signal-to-noise ratio (OSNR) of optical amplifiers. In this paper, we have proposed a stimulated Brillouin scattering (SBS)-based optical amplification scheme with high OSNR for two-way fiber-optic RF frequency transfer over single mode fibers (SMF). At the remote and local site, the modulated carrier transferred from the opposite was amplified and then frequency upshifted by Brillouin frequency shift (BFS) for pump generation. This approach can avoid the use of additional pump lasers and phase-locked loops for wavelength stabilization of the pump. The pump was injected into the fiber link and counter-propagated with the signal to amplify the modulated carrier. A 2.2 GHz RF signal transfer with the proposed SBS-based optical amplification schemes was demonstrated over a 100 km fiber link. The experimental results illustrated that the OSNR was increased by 35 dB and 32 dB at the local site and the remote site, respectively, compared to the results obtained with erbium-doped fiber amplifiers (EDFA)-based optical amplification. Benefiting from improved OSNR, the frequency stability was increased by more than one order of magnitude below 1000 s averaging time, and the phase noise was reduced to the noise floor below 0.1 Hz offset frequency. The proposed optical signal amplification approach has a potential application for transferring atomic clocks over long-haul fiber links.

长距离双向光纤射频(RF)传输的频率稳定性直接受到光放大器光信噪比(OSNR)的影响。本文提出了一种基于受激布里渊散射(SBS)的高信噪比光放大方案,用于单模光纤(SMF)上的双向光纤射频频率传输。在远端和本地站点,从相反方向传输的调制载波被放大,然后通过布里渊频移(BFS)进行频率上移,以产生泵浦。这种方法可以避免使用额外的泵浦激光器和锁相环来稳定泵浦的波长。泵浦被注入光纤链路,并与信号反向传播,以放大调制载波。在 100 千米的光纤链路上,演示了利用所提出的基于 SBS 的光放大方案传输 2.2 GHz 射频信号的情况。实验结果表明,与基于掺铒光纤放大器(EDFA)的光放大相比,本地站点和远程站点的 OSNR 分别提高了 35 dB 和 32 dB。得益于OSNR的提高,频率稳定性在1000 s平均时间以下提高了一个数量级以上,相位噪声降低到0.1 Hz偏移频率以下的本底噪声。拟议的光信号放大方法有望应用于通过长距离光纤链路传输原子钟。
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引用次数: 0
Integrated sensor chip of a resonant cavity light emitter and photon detector for wearable optical medicine. 用于可穿戴光学医疗的谐振腔光发射器和光子探测器集成传感器芯片。
IF 3.2 2区 物理与天体物理 Q2 OPTICS Pub Date : 2024-11-04 DOI: 10.1364/OE.538800
Jianjun Li, Congle Fu, Yuzheng Cui, Yuchang Li, Xiaowei Qin, Yuqi Guo, Jun Deng, Yiyang Xie

This work presents an integrated chip of a resonant cavity light emitter and photon detector (RCLEPD) to address the requirements of wearable optical medical devices for compact size, high efficiency, and interference resistance sensors. The optical radiation pattern and light extraction efficiency of the resonant cavity light emitting diode (RCLED) as well as the optical absorption spectrum of the resonant cavity enhanced photon detector (RCEPD) are theoretically simulated. Additionally, the wavelength selectivity of the RCEPD absorption spectrum is analyzed. Material epitaxial growth of RCLEPD was performed using metal-organic chemical vapor deposition (MOCVD), and an integrated sensing chip with an area of 2 × 2 mm2 was fabricated. Experimental results demonstrate that RCLED achieves a maximum external quantum efficiency of 10.206%, consistent with the simulation results, while maintaining a peak wavelength at 677.5 nm within a current range of 0-20 mA. Furthermore, the RCEPD exhibits a peak response wavelength at 678 nm, matching that of the RCLED. Utilizing RCLEPD as the sensor, photoplethysmography (PPG) signals are collected from the human wrist under different RCLED driving currents resulting in an average period of 977 ms which aligns with a human pulse frequency of 61 beats/min. With further processing techniques applied to PPG signals, RCLEPD is expected to be used as a sensor in wearable blood pressure and glucose monitoring devices.

本研究提出了一种共振腔发光二极管和光子探测器(RCLEPD)的集成芯片,以满足可穿戴光学医疗设备对小型、高效和抗干扰传感器的要求。共振腔发光二极管(RCLED)的光辐射模式和光提取效率以及共振腔增强型光子探测器(RCEPD)的光吸收光谱均在理论上进行了模拟。此外,还分析了 RCEPD 吸收光谱的波长选择性。利用金属有机化学气相沉积(MOCVD)技术实现了 RCLEPD 的材料外延生长,并制作了一个面积为 2 × 2 mm2 的集成传感芯片。实验结果表明,RCLED 实现了 10.206% 的最大外部量子效率,与模拟结果一致,同时在 0-20 mA 电流范围内保持了 677.5 nm 的峰值波长。此外,RCEPD 的峰值响应波长为 678 纳米,与 RCLED 相匹配。利用 RCLEPD 作为传感器,在不同的 RCLED 驱动电流下从人的手腕采集光电血压计 (PPG) 信号,得出的平均周期为 977 毫秒,与人的脉搏频率 61 次/分一致。通过对 PPG 信号采用进一步的处理技术,RCLEPD 可望用作可穿戴式血压和血糖监测设备的传感器。
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引用次数: 0
Federated learning-based wavelength demodulation system for multi-point distributed multi-peak FBG sensors. 用于多点分布式多峰值 FBG 传感器的基于联合学习的波长解调系统。
IF 3.2 2区 物理与天体物理 Q2 OPTICS Pub Date : 2024-11-04 DOI: 10.1364/OE.533561
Xuan Hou, Sufen Ren, Kebei Yu, Yule Hu, Haoyang Xu, Chenyang Xue, Shengchao Chen, Guanjun Wang

Machine learning-based demodulation of multi-peak fiber Bragg grating (FBG) sensors has been extensively studied, demonstrating superior performance compared to conventional algorithms because it can neglect potential physical constraints. As the number of real-world monitoring points increases, the volume of fiber-optic sensing data grows exponentially. This necessitates aggregating data from various regions (e.g., via Wi-Fi), unlike traditional single-point monitoring, which challenges server storage capacity and communication efficiency. To address these issues, this paper proposes a federated learning (FL)-based framework for efficient wavelength demodulation of multi-peak FBGs in multipoint monitoring. Specifically, an arrayed waveguide grating (AWG) with multiplexing capability is employed at different monitoring points to convert spectral features into multi-channel transmission intensities, serving as training data for local models. Subsequently, the local model parameters, trained independently at each point, are uploaded to a central server to derive the optimal global model for demodulation across different monitoring points. The proposed demodulation framework is validated through stress demodulation experiments on multi-peak FBG sensors. Experimental results indicate strong multi-peak extraction performance with a demodulation error of ±0.64 pm. Additionally, the method demonstrates excellent applicability for generating high-precision global demodulation models through multi-node cooperative work under various scenarios.

基于机器学习的多峰值光纤布拉格光栅(FBG)传感器解调技术已被广泛研究,由于它可以忽略潜在的物理限制因素,因此与传统算法相比表现出更优越的性能。随着现实世界监测点数量的增加,光纤传感数据量也呈指数级增长。与传统的单点监测不同,这就需要汇聚来自不同区域的数据(例如通过 Wi-Fi),从而对服务器的存储容量和通信效率提出了挑战。为解决这些问题,本文提出了一种基于联合学习(FL)的框架,用于多点监测中多峰值 FBG 的高效波长解调。具体来说,在不同监测点采用具有复用功能的阵列波导光栅(AWG),将光谱特征转换为多通道传输强度,作为本地模型的训练数据。随后,在每个监测点独立训练的本地模型参数被上传到中央服务器,以得出最佳的全局模型,用于不同监测点的解调。通过对多峰值 FBG 传感器进行应力解调实验,验证了所提出的解调框架。实验结果表明,多峰值提取性能很强,解调误差为 ±0.64 pm。此外,该方法还证明了在各种情况下通过多节点协同工作生成高精度全局解调模型的出色适用性。
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引用次数: 0
Single-photon 3D imaging of room-scale scenes through scattering media. 通过散射介质对室内场景进行单光子三维成像。
IF 3.2 2区 物理与天体物理 Q2 OPTICS Pub Date : 2024-11-04 DOI: 10.1364/OE.538003
Jianwei Zeng, Wei Li, Yijun Zhou, Feihu Xu

Light detection and ranging (LiDAR) utilizes eye-safe laser beams to perceive the world in three-dimensional (3D) detail, offering machines and computers with an accurate representation of their surroundings. This technology is widely employed in metrology, environmental monitoring, archaeology, and robotics. However, the presence of scattering media in the optical path, such as fog, dust, or translucent plates, will cause light scattering and occlude direct observation of the scene. To address scattering distortions, conventional methods require the prior knowledge of the scattering media or the target location, limiting their applicability outside the laboratory. Leveraging single-photon sensitivity and time-gated technology, single photon LiDAR emerges as a promising solution for active scattering imaging. In this study, we construct a single-photon LiDAR prototype and demonstrate its capability to perform 3D imaging of a room-scale (1.1 m × 1.1 m × 4 m) hidden scene behind a ground glass diffuser located approximately 50 meters away from the imaging system. Incorporating phase function to construct the forward model and considering the system-induced temporal broadening, our method is capable of producing reliable results behind various scattering layers. The results indicate potential applications such as remote non-invasive testing and detection in challenging scenarios.

光探测与测距(LiDAR)利用对眼睛无害的激光束来感知三维(3D)世界的细节,为机器和计算机提供周围环境的精确呈现。这项技术被广泛应用于计量、环境监测、考古和机器人技术领域。然而,光路中散射介质的存在,如雾、灰尘或半透明板,会导致光散射,遮挡对场景的直接观察。要解决散射失真问题,传统方法需要事先了解散射介质或目标位置,这就限制了其在实验室外的适用性。利用单光子灵敏度和时间门控技术,单光子激光雷达成为主动散射成像的一种有前途的解决方案。在本研究中,我们构建了一个单光子激光雷达原型,并演示了其对距离成像系统约 50 米远的地面玻璃扩散器后的房间规模(1.1 米 × 1.1 米 × 4 米)隐藏场景进行三维成像的能力。结合相位函数来构建前向模型,并考虑系统引起的时间展宽,我们的方法能够在各种散射层后产生可靠的结果。研究结果表明,这种方法具有潜在的应用价值,例如在具有挑战性的场景中进行远程非侵入式测试和检测。
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引用次数: 0
Longitudinal resolution of three-dimensional integral imaging in the presence of noise. 存在噪声时三维积分成像的纵向分辨率。
IF 3.2 2区 物理与天体物理 Q2 OPTICS Pub Date : 2024-11-04 DOI: 10.1364/OE.538568
Kashif Usmani, Bahram Javidi

The two-point source longitudinal resolution of three-dimensional integral imaging depends on several factors including the number of sensors, sensor pixel size, pitch between sensors, and the lens point spread function. We assume the two-point sources to be resolved if their point spread functions can be resolved in any one of the sensors. Previous studies of integral imaging longitudinal resolution either rely on geometrical optics formulation or assume the point spread function to be of sub-pixel size, thus neglecting the effect of the lens. These studies also assume both point sources to be in focus in captured elemental images. More importantly, the previous analysis does not consider the effect of noise. In this manuscript, we use the Gaussian process-based two-point source resolution criterion to overcome these limitations. We compute the circle of confusion to model the out-of-focus blurring effect. The Gaussian process-based two-point source resolution criterion allows us to study the effect of noise on the longitudinal resolution. In the absence of noise, we also present a simple analytical expression for longitudinal resolution which approximately matches the Gaussian process-based formulation. Also, we investigate the dependence of the longitudinal resolution on the parallax of the integral imaging system. We present optical experiments to validate our results. The experiments demonstrate agreement with our Gaussian process-based two-point source resolution criteria.

三维积分成像的两点源纵向分辨率取决于多个因素,包括传感器数量、传感器像素尺寸、传感器之间的间距以及镜头点扩散函数。我们假设,如果任何一个传感器都能分辨出两点光源的点扩散函数,那么就能分辨出两点光源。以往对积分成像纵向分辨率的研究要么依赖于几何光学公式,要么假设点扩散函数为亚像素大小,从而忽略了透镜的影响。这些研究还假设捕捉到的元素图像中两个点源都在焦点上。更重要的是,之前的分析没有考虑噪声的影响。在本手稿中,我们使用基于高斯过程的双点源分辨率标准来克服这些局限性。我们计算混淆圈来模拟焦外模糊效应。基于高斯过程的两点光源分辨率标准使我们能够研究噪声对纵向分辨率的影响。在没有噪声的情况下,我们还提出了纵向分辨率的简单分析表达式,该表达式与基于高斯过程的公式近似匹配。此外,我们还研究了纵向分辨率与积分成像系统视差的关系。我们通过光学实验来验证我们的结果。实验证明,我们的结果与基于高斯过程的两点光源分辨率标准一致。
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引用次数: 0
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Optics express
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