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Physics-informed neural network for OSNR monitoring based on the nonlinear Schrödinger equation and fractional Fourier transform. 基于非线性Schrödinger方程和分数阶傅里叶变换的OSNR监测物理信息神经网络。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.589891
Mingrui Lin, Xiaolong Pan, Fei Wang, Ran Gao, Qi Xu, Chenchen Wang, Junyuan Song, Zhipei Li, Huan Chang, Dong Guo, Wei Yan, Yingyan Zhang, Wei Cui, Ze Dong, Lei Zhu, Sitong Zhou, Qi Zhang, Feng Tian, Qinghua Tian, Xiangjun Xin

The nonnegligible fiber nonlinearity and the relentless growth in transmission rates in modern optical systems has brought unprecedented challenges to the existing optical signal-to-noise ratio (OSNR) monitoring techniques. In this work, a novel phase-aware, nonlinear-tolerant, and interpretable physics-informed neural network (PINN) OSNR estimator based on the nonlinear Schrödinger equation (NLSE) and the fractional Fourier transform (FrFT) is proposed and experimentally validated for the first time. The proposed PINN OSNR estimator reveals the impact of phase-related information on OSNR estimation via an indirect phase-aware strategy based on NLSE. The FrFT is applied to achieve joint time-frequency and amplitude-phase features and further enhance OSNR estimation performance. Integration of the NLSE into the loss function allows the model to be closely aligned with the intrinsic physical characteristics of optical transmission systems, endowing it with improved interpretability and enhancing its robustness under unseen conditions. Experimental results yield consistently favorable results across high-nonlinearity, higher-order modulation coherent systems, and out-of-distribution data. The proposed model achieves average OSNR monitoring errors of 0.13, 0.26, and 0.19 dB for quadrature phase shift keying (QPSK), 16 quadrature amplitude modulation (16QAM), and 64QAM systems, respectively, and achieves an average estimation error of 1.12 dB with a maximum error of 2.6 dB on out-of-distribution data.

现代光学系统中不可忽视的光纤非线性和传输速率的不断增长给现有的光信噪比监测技术带来了前所未有的挑战。在这项工作中,提出了一种基于非线性Schrödinger方程(NLSE)和分数阶傅里叶变换(FrFT)的新型相位感知、非线性容忍和可解释的物理信息神经网络(PINN) OSNR估计器,并首次进行了实验验证。提出的PINN OSNR估计器通过基于NLSE的间接相位感知策略揭示了相位相关信息对OSNR估计的影响。利用FrFT实现时频和幅相联合特征,进一步提高OSNR估计性能。将NLSE集成到损失函数中,可以使模型与光传输系统的固有物理特性紧密结合,使其具有更好的可解释性,并增强了其在未知条件下的鲁棒性。实验结果在高非线性、高阶调制相干系统和分布外数据中产生一致的有利结果。该模型对正交相移键控(QPSK)、16正交调幅(16QAM)和64QAM系统的平均OSNR监测误差分别为0.13、0.26和0.19 dB,对分布外数据的平均估计误差为1.12 dB,最大误差为2.6 dB。
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引用次数: 0
Self-aligned V-groove cleaving and low-temperature metallization for high-performance quantum-dot lasers on off-cut silicon. 自对准v型槽切割和低温金属化的高性能量子点激光器在边缘硅。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.585899
Honghwi Park, Dong Churl Kim, Won Seok Han, HoSung Kim

We report the monolithic integration of InAs/GaAs quantum dot laser diodes (QDLDs) on 4° off-cut Si (001) substrates using a fully MOCVD-grown process. A V-groove-assisted cleaving method and low-temperature ohmic contact formation were developed to address cracking and facet roughness inherent to off-cut substrates. The resulting devices exhibited low threading dislocation density (7 × 106 cm-2), high QD uniformity, and mirror-quality cleaved facets. Room-temperature continuous-wave lasing at 1298 nm with a threshold current of ∼310 mA and single-facet output power up to 50 mW was achieved. These results demonstrate a manufacturable route for Si-based QD light sources with high performance and thermal robustness up to 105 °C.

我们报道了使用完全mocvd生长工艺在4°截止Si(001)衬底上集成InAs/GaAs量子点激光二极管(qdld)的单片集成。开发了一种v型凹槽辅助切割方法和低温欧姆接触形成方法,以解决边缘基底固有的裂纹和表面粗糙度问题。所制备的器件具有低螺纹位错密度(7 × 106 cm-2)、高量子点均匀性和镜面质量的切割面。实现了1298 nm的室温连续波激光,阈值电流为~ 310 mA,单面输出功率高达50 mW。这些结果证明了硅基量子点光源具有高性能和高达105°C的热稳健性的可制造路线。
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引用次数: 0
Ppm-level photoacoustic oxygen gas sensor with a 3W red diode laser. ppm级光声氧气传感器,配备3W红色二极管激光器。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.589797
Yi-Ming Guo, Ziqi Liu, Yize Liang, Xukun Yin, Bo Ma

Oxygen (O2) detection is of vital importance for life safety, medical monitoring, environmental monitoring, and industrial process control. It is a key technical support for preventing asphyxiation, assessing ecological health, and ensuring production safety. However, the existing O2 sensors are unable to perform real-time online detection and highly sensitive detection. A trace laser photoacoustic gas sensor based on red light diode laser was developed for ppm-level O2 sensing. This sensor utilizes resonant photoacoustic spectroscopy technology, combined with a high-sensitivity microphone and light power intensity modulation technology, to achieve highly selective and low-concentration detection of specific target gases (O2). The core of the system adopts a red light band semiconductor laser with a high output power of 3W as the excitation source, fully leveraging the advantage that the detection excitation laser power of photoacoustic spectroscopy is proportional to the detection sensitivity, effectively reducing the system cost and volume while maintaining excellent detection performance. Experiments show that the detection limit of this sensor for O2 can reach the ppm (parts per million) level. The detection limit of photoacoustic spectroscopy is enhanced by replacing the long optical path with high-power laser excitation. It demonstrates broad application potential in non-invasive medical diagnosis of human breathing, environmental air monitoring, and industrial process safety control. This research provides an effective technical solution for the development of high-performance, low-cost, and portable trace gas analysis instruments.

氧气(O2)检测对于生命安全、医疗监测、环境监测和工业过程控制至关重要。是预防窒息、评价生态健康、保障安全生产的关键技术支撑。但现有的O2传感器无法实现实时在线检测和高灵敏度检测。研制了一种基于红光二极管激光器的痕量激光光声气体传感器,用于ppm级O2传感。该传感器利用谐振光声光谱技术,结合高灵敏度麦克风和光功率强度调制技术,实现对特定目标气体(O2)的高选择性、低浓度检测。系统核心采用输出功率高达3W的红光波段半导体激光器作为激发源,充分发挥了光声光谱探测激发激光功率与探测灵敏度成正比的优势,在保持优异探测性能的同时有效降低了系统成本和体积。实验表明,该传感器对O2的检测限可达ppm(百万分之一)级。用高功率激光激励代替长光程,提高了光声光谱的检测极限。在人体呼吸无创医学诊断、环境空气监测、工业过程安全控制等方面具有广阔的应用前景。本研究为开发高性能、低成本、便携的微量气体分析仪器提供了有效的技术解决方案。
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引用次数: 0
Freeform gradient-index media represented by rotation-invariant orthogonal polynomials in the unit ball for asymmetric optical design. 非对称光学设计中以单位球中旋转不变正交多项式表示的自由形式梯度折射率介质。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.589213
Yi Zong, Lanfeng Cui, Caiyun Yu, Fanqiang Kong, Mingliang Duan, Jianxin Li

Freeform gradient-index (F-GRIN) media offer significant degrees of freedom for the design of advanced imaging systems. As manufacturing capabilities evolve toward complex refractive index distributions, a unified representation is increasingly required. In this paper, rotation-invariant orthogonal polynomials in the unit ball (ROPB) are proposed to provide a canonical 3D representation for F-GRIN. ROPB integrates spatial coordinates through rotation-invariant base functions, ensuring orthogonality and continuity in the unit ball. The index distribution and aberration properties of ROPB terms are analyzed to facilitate their application in optical design. Furthermore, the efficacy of ROPB is validated through the performance enhancement of an ultrashort throw ratio projection system. The results demonstrate that the ROPB can not only effectively guide the optical design of F-GRIN systems but also mitigates aberrations in non-rotationally symmetric systems, providing a feasible solution for the more compact and high-performance optical design.

自由形式梯度指数(F-GRIN)媒体提供了先进的成像系统的设计显著的自由度。随着制造能力向复杂折射率分布发展,越来越需要统一的表示。本文提出了单位球(ROPB)中的旋转不变正交多项式,为F-GRIN提供了一种规范的三维表示。ROPB通过旋转不变基函数集成空间坐标,确保单位球的正交性和连续性。分析了ROPB项的折射率分布和像差特性,便于其在光学设计中的应用。此外,通过超短投掷比投射系统的性能增强,验证了ROPB的有效性。结果表明,ROPB不仅可以有效地指导F-GRIN系统的光学设计,而且可以减轻非旋转对称系统的像差,为更紧凑和高性能的光学设计提供了可行的解决方案。
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引用次数: 0
Magnetorheological elastomer-based deformable mirror using polydimethylsiloxane (PDMS) membrane. 采用聚二甲基硅氧烷(PDMS)膜的磁流变弹性体可变形镜。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.589832
Awatif Hiti, Gabriel Toshiaki Tayama, Simon Thibault

Deformable mirrors are widely used in astronomy, laser communications, and vision science, but conventional contact-based designs are limited by small achievable strokes (< 10 µm). To address this limitation, we developed a contactless deformable mirror based on a magnetorheological elastomer membrane actuated by an array of permanent magnets. The 50 mm diameter, 275 µm thick membrane, composed of PDMS with magnetite nanoparticles, exhibited surface roughness between 3 - 7 nm. Under magnetic flux densities from 21 mT to 77 mT, the mirror achieved deformations up to 0.97 mm using a 37 magnet hexagonal array. Numerical simulations performed in COMSOL showed excellent agreement with experiments, confirming the potential of magnetic actuation to overcome the stroke limitations of conventional deformable mirrors.

可变形镜广泛应用于天文学、激光通信和视觉科学,但传统的基于接触的设计受到可实现的小笔触(< 10微米)的限制。为了解决这一限制,我们开发了一种基于磁流变弹性体膜的非接触式可变形镜,该膜由一组永磁体驱动。由PDMS和磁性纳米颗粒组成的膜直径为50 mm,厚度为275µm,表面粗糙度在3 ~ 7 nm之间。在21 mT至77 mT的磁通密度下,使用37块磁铁的六边形阵列,反射镜实现了0.97 mm的变形。在COMSOL中进行的数值模拟与实验结果非常吻合,证实了磁驱动克服常规可变形反射镜行程限制的潜力。
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引用次数: 0
CCT-adaptive dual-branch pre-equalization for pc-LED based visible light communication. 基于pc-LED可见光通信的cct自适应双支路预均衡。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.588331
Peilin Shen, Anliang Cai, Jian Chen, Changyuan Yu

Phosphor-converted LEDs (pc-LEDs) are the dominant source for general illumination. However, their limited modulation bandwidth poses a significant challenge for Visible Light Communication (VLC). Existing research has proposed blue-yellow light shunt systems and frequency response models that incorporate Correlated Color Temperature (CCT) and phosphor delay. Nonetheless, they lack targeted equalization schemes. To address this, in this paper, a dual-branch pre-equalization scheme is proposed to match the physical characteristics of pc-LEDs. The frequency domain is divided into high and low segments bounded by a frequency-division point, and their frequency responses are reshaped to design an equalizer accordingly. The two branches compensate for the yellow light response dominated by low frequencies and the blue light response dominated by high frequencies, respectively. Moreover, a prediction formula is derived to intelligently determine the optimal frequency-division point based on CCT and phosphor delay. Simulation results verify the accuracy of the formula that yields a prediction error of less than 0.05 MHz. This scheme can effectively improve the communication performance of the system. In a 2.5-meter Line-of-Sight (LOS) link, the data rate reaches 130 Mbps at 3000 K, 120 Mbps and 115 Mbps at 4000 K and 5000 K respectively. Even with the consideration of phosphor delay, the data rate remains above 115 Mbps.

磷光转换led (pc- led)是一般照明的主要光源。然而,它们有限的调制带宽给可见光通信(VLC)带来了重大挑战。现有的研究提出了蓝黄光分流系统和频率响应模型,包括相关色温(CCT)和荧光粉延迟。然而,它们缺乏有针对性的均衡方案。为了解决这个问题,本文提出了一种双支路预均衡方案来匹配pc- led的物理特性。频域被划分为以分频点为界的高段和低段,它们的频率响应被重构以设计相应的均衡器。这两个分支分别补偿以低频为主的黄光响应和以高频为主的蓝光响应。推导了基于CCT和荧光粉延迟智能确定最优分频点的预测公式。仿真结果验证了该公式的准确性,预测误差小于0.05 MHz。该方案可以有效地提高系统的通信性能。在2.5米视距(Line-of-Sight, LOS)链路中,数据速率在3000k时达到130mbps,在4000k和5000k时分别达到120mbps和115mbps。即使考虑到荧光粉延迟,数据速率仍然保持在115mbps以上。
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引用次数: 0
Universal scaling law for orbital angular momentum mode purity degradation in Kolmogorov and non-Kolmogorov atmospheric turbulence. 柯尔莫哥洛夫和非柯尔莫哥洛夫大气湍流中轨道角动量模式纯度退化的通用标度律。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.588944
Xiwen Sun, Chunxi Zhang

The degradation of orbital angular momentum (OAM) modes propagating through atmospheric turbulence fundamentally limits free-space optical communication capacity. We report a universal analytical formula governing this degradation: ηl = [1|(D/r0/al)5/3]-1, where al=1.64/(∣l∣+1)/2. Based on Kolmogorov turbulence statistics, we derive an analytical integral expression for purity and obtain a closed-form scaling law through Kolmogorov-constrained closure. The exponent 5/3 emerges directly from the Kolmogorov phase structure function, while the mode-dependent coefficient al is determined by numerical calibration. We validate our theory against 560,000 independent Monte Carlo simulations spanning topological charges l = 1-10 and turbulence strengths D/r0 = 0.01-20. The measured exponent b = 1.665 ± 0.042 agrees with the theoretical prediction to within 0.13%, and all fits achieve R2 > 0.99. We further extend this framework to non-Kolmogorov turbulence, showing that the exponent generalizes to b(α) = α - 2 for arbitrary spectral index α. A practical lookup table enables rapid link budget estimation without Monte Carlo simulation. These results provide both physical insight into OAM degradation mechanisms and a theoretical foundation for designing high-capacity OAM communication systems.

通过大气湍流传播的轨道角动量(OAM)模式的退化从根本上限制了自由空间光通信的容量。我们报告了一个控制这种退化的通用解析公式:ηl = [1|(D/r0/al)5/3]-1,其中al=1.64/(∣l∣+1)/2。基于Kolmogorov湍流统计,导出了纯度的解析积分表达式,并通过Kolmogorov约束闭包得到了一个封闭形式的标度律。指数5/3直接由Kolmogorov相结构函数得出,模态相关系数al由数值定标确定。我们通过560,000个独立的蒙特卡罗模拟验证了我们的理论,这些模拟跨越了拓扑电荷l = 1-10和湍流强度D/r0 = 0.01-20。实测指数b = 1.665±0.042与理论预测吻合在0.13%以内,拟合R2 > 0.99。我们进一步将这一框架推广到非kolmogorov湍流中,表明对于任意谱指数α,指数推广为b(α) = α - 2。一个实用的查找表使快速的链路预算估计没有蒙特卡罗模拟。这些结果为OAM退化机制提供了物理见解,并为设计高容量OAM通信系统提供了理论基础。
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引用次数: 0
U-Net and molecular dynamics-guided reconstruction and simulation of Ag NPs metasurfaces for high-performance UVC photodetectors. 基于U-Net和分子动力学的高性能UVC光电探测器银纳米粒子超表面重建与模拟。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.583943
Wenxuan Ma, Yetong Zhang, Siwei Sun, Yang Liu, Xuetao Yan, Jiani Su, Liqiang Cao

Ultraviolet C (UVC) light sources are central to micro/nano fabrication. Current research focuses on optimizing exposure by increasing irradiance, improving precision, and implementing real-time dose control, creating an urgent demand for high-performance UVC photodetectors. To enhance responsivity, many UV detectors leverage metal nanoparticles (NPs) formed by solid-state dewetting on photosensitive substrates. However, limited characterization and simulation capabilities hinder detailed analysis of how these metasurfaces enhance responsivity, constraining device design and optimization. Therefore, developing methods to simulate and analyze the optical properties of metal NPs is essential. In this study, we propose an approach: reconstructing models of metasurfaces formed by solid-state dewetting and simulating them to support UVC photodetector design. Specifically, we combine U-Net deep learning with molecular dynamics (MD) simulations to construct accurate metasurface models, and employ the finite-difference time-domain (FDTD) method to evaluate the optical properties within each functional layer. Guided by these simulations, we fabricated a p-i-n UVC photodetector based on an ITO/Si structure, achieving an ultrashort response time (7.04 µs) and high sensitivity (0.84 A/W). Crucially, this detector also serves as an experimental platform to elucidate the mechanism by which localized surface plasmon resonance (LSPR) enhances responsivity. We achieved this by correlating the measured UVC electrical response with simulated metasurface absorption and LSPR effects. Our "algorithm-guided simulation" strategy provides a framework for designing high-performance UVC photodetectors. Furthermore, it strengthens the theoretical basis for LSPR effects through closed-loop "simulation-device-mechanism" verification.

紫外线C (UVC)光源是微/纳米制造的核心。目前的研究重点是通过增加辐照度、提高精度和实施实时剂量控制来优化暴露,从而对高性能UVC光电探测器产生了迫切的需求。为了提高响应性,许多紫外探测器利用金属纳米颗粒(NPs)形成的固态脱湿在光敏基片上。然而,有限的表征和仿真能力阻碍了对这些元表面如何增强响应性的详细分析,限制了器件的设计和优化。因此,开发模拟和分析金属纳米粒子光学特性的方法至关重要。在这项研究中,我们提出了一种方法:重建固态脱湿形成的超表面模型并对其进行模拟,以支持UVC光电探测器的设计。具体而言,我们将U-Net深度学习与分子动力学(MD)模拟相结合,构建精确的超表面模型,并采用时域有限差分(FDTD)方法评估每个功能层内的光学特性。在这些模拟的指导下,我们制作了基于ITO/Si结构的p-i-n UVC光电探测器,实现了超短的响应时间(7.04µs)和高灵敏度(0.84 a /W)。至关重要的是,该探测器还可以作为一个实验平台来阐明局部表面等离子体共振(LSPR)增强响应性的机制。我们通过将测量的UVC电响应与模拟的超表面吸收和LSPR效应相关联来实现这一点。我们的“算法引导模拟”策略为设计高性能UVC光电探测器提供了一个框架。通过“仿真-装置-机制”闭环验证,强化了LSPR效应的理论基础。
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引用次数: 0
Tunable multi-channel optical filter based on the near-infrared ultralow-loss phase change material Sb2Se3. 基于近红外超低损耗相变材料Sb2Se3的可调谐多通道滤光片。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.586098
Mengxi Cui, Yuxin Xie, Pei Yang, Junya Wang, Yi Li, Qiang He, Xiangshui Miao

Chalcogenide phase-change material (Ge2Sb2Te5) has attracted considerable research interest in recent years for tunable structural color applications, owing to its pronounced contrast in optical properties between amorphous and crystalline states. However, the strong absorption of conventional Ge2Sb2Te5 has significantly limited its applicability in the near-infrared (NIR) wavelength range. Herein, we utilize the near-zero absorption characteristic of the emerging phase-change material Sb2Se3 in the NIR band to construct a Fabry-Pérot cavity structure. This structure not only enables resonance peaks with high transmittance and large modulation range, but also allows a multi-channel filter to be achieved by increasing the thickness of Sb2Se3. This tunable multi-channel spectrally selective filter presents significant application potential in advanced fields such as multi-gas sensing, laser beam combining, and adaptive multi-spectral imaging.

近年来,硫系相变材料(Ge2Sb2Te5)由于其在非晶态和晶态之间的光学特性的显著差异,在可调结构颜色应用中引起了相当大的研究兴趣。然而,传统的Ge2Sb2Te5的强吸收极大地限制了其在近红外(NIR)波长范围内的适用性。在此,我们利用新兴相变材料Sb2Se3在近红外波段的近零吸收特性来构建fabry - p空腔结构。这种结构不仅可以实现高透射率和大调制范围的共振峰,而且可以通过增加Sb2Se3的厚度来实现多通道滤波器。这种可调谐多通道光谱选择滤波器在多气体传感、激光束组合、自适应多光谱成像等先进领域具有重要的应用潜力。
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引用次数: 0
Reconfigurable mode converters based on low-loss phase change materials for integrated optical computing. 集成光学计算中基于低损耗相变材料的可重构模式变换器。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2026-03-09 DOI: 10.1364/OE.585151
Grigory Kolosov, Evgeniy Kabak, Alexander Shorokhov, Andrey Fedyanin

Reconfigurable integrated photonics leveraging phase-change materials (PCMs) is a rapidly evolving field with diverse applications, including optical computing and programmable optics. Its development is driven by the high optical contrast and nonvolatility enabled by reversible phase switching in PCMs. Consequently, the design and modeling of such devices are critical for enabling their practical applications. In this work, we compare multiple inverse design algorithms for integrated optical structures, using a mode converter based on the low-loss PCM Sb2Se3 as a representative example. To bridge the gap between idealized designs and the realistic performance of integrated devices, the resulting mode converters are numerically assessed for key metrics such as mode contrast, insertion loss, and robustness against fabrication variations. To further investigate their applicability, we develop a photonic tensor core incorporating these mode converters as weight elements. We then analyze the operational range of output optical power and the image convolution quality achieved by the photonic core, highlighting the impact of the choice of weight elements on its overall performance.

利用相变材料(PCMs)的可重构集成光子学是一个快速发展的领域,具有多种应用,包括光学计算和可编程光学。它的发展是由pcm中的可逆相位开关所实现的高光学对比度和非挥发性所驱动的。因此,此类器件的设计和建模对于实现其实际应用至关重要。在这项工作中,我们以基于低损耗PCM Sb2Se3的模式转换器为代表,比较了集成光学结构的多种反设计算法。为了弥合理想设计与集成器件的实际性能之间的差距,对所得到的模式转换器进行了关键指标的数值评估,如模式对比度、插入损耗和对制造变化的鲁棒性。为了进一步研究它们的适用性,我们开发了一个包含这些模式转换器作为权重元素的光子张量核。然后,我们分析了输出光功率的工作范围和光子核实现的图像卷积质量,突出了权重元素的选择对其整体性能的影响。
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引用次数: 0
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