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Cascaded LSTM with downsampling strategy for fast and accurate modeling of chirped pulse amplification. 采用降采样策略的级联LSTM可快速准确地建模啁啾脉冲放大。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2025-12-15 DOI: 10.1364/OE.584849
Xinyi Ma, Guoqing Pu, Helin Jiang, Weisheng Hu, Lilin Yi

Conventional iterative numerical modeling of chirped pulse amplification (CPA) systems requires a large temporal simulation window to accommodate the heavily chirped pulses. Simultaneously, maintaining the high temporal resolution certainly improves the computational complexity, posing challenges for CPA system design and optimization based on numerical simulations. To overcome this limitation, we propose a cascaded long-short-term memory (LSTM) model with a downsampling strategy trained for efficient and accurate modeling of a multi-stage optical fiber system. This approach delivers full-field simulation of the heavily chirped pulse with 10-nm spectral bandwidth at the pulse energy reaching 14.9 μJ. Through aggressive downsampling in the time domain, the proposed framework reduces the computational complexity by 929 times and achieves a remarkable 1,564-fold speedup compared to conventional numerical simulations, while maintaining prediction errors of the pulse energy and duration below 2%. Our work provides an efficient and high-fidelity CPA systems modeling alternative, which is particularly suitable for the inverse design and optimization of CPA systems for high-energy short pulses generation.

传统的啁啾脉冲放大(CPA)系统迭代数值模拟需要较大的时间模拟窗口来适应强啁啾脉冲。同时,保持高时间分辨率也提高了计算复杂度,这对基于数值模拟的CPA系统设计和优化提出了挑战。为了克服这一限制,我们提出了一种级联长短期记忆(LSTM)模型,该模型具有下采样策略,用于训练多级光纤系统的高效和准确建模。该方法在脉冲能量达到14.9 μJ时,实现了频谱带宽为10 nm的重啁啾脉冲的全场仿真。通过在时域进行主动降采样,与传统数值模拟相比,该框架将计算复杂度降低了929倍,实现了1564倍的显著加速,同时将脉冲能量和持续时间的预测误差保持在2%以下。我们的工作提供了一种高效、高保真的CPA系统建模替代方案,特别适用于高能短脉冲生成的CPA系统的反设计和优化。
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引用次数: 0
Clumped isotope measurements on nanomoles of CO2 using a hollow core fiber-based spectrometer. 使用空心芯纤维光谱仪对纳米摩尔二氧化碳的团块同位素测量。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2025-12-15 DOI: 10.1364/OE.582189
Scott T Wieman, Jason Kapit, Weifu Guo, Anna P M Michel

The abundance of carbon dioxide (CO2) clumped isotopologues is an important tracer of environmental conditions in both atmospheric and paleoclimatic contexts. However, the conventional method for accurate CO2 clumped isotope measurements, based on magnetic sector isotope ratio mass spectrometers (IRMSs), is time-consuming (hours per replicate) and requires large sample sizes (up to 100 µmoles CO2). The recent development of isotope ratio laser spectrometers (IRLSs) determines CO2 clumped isotope composition based on the infrared absorption spectra of corresponding CO2 isotopologues and has significantly decreased the duration of clumped isotope measurements (minutes per replicate). However, existing IRLS instruments still require similar sample sizes to current IRMSs. Here, we present, to the best of our knowledge, a new IRLS prototype that demonstrates the feasibility of performing clumped isotope measurements using only nanomoles of CO2. The instrument leverages hollow core fiber (HCF) technology and achieves a reduction in sample size of about four orders of magnitude compared to existing IRLSs. We successfully detect and quantify the clumped isotopologues 16O13C18O and 18O12C18O absorption using ∼17 nanomoles of CO2 and measure their abundances to precisions of 0.7‰ and 1.0‰, respectively in 1-1.5 minutes. Combining them with three other measured isotopologue lines we are able to calculate the clumped isotope ratios Δ638 and Δ828, achieving precisions of 0.7‰ and 1.8‰ in 15-30 seconds. Our results demonstrate the potential of HCF technology for clumped isotope analyses of nanomoles of CO2 with future technical improvements particularly in mid-infrared fiber technology.

二氧化碳(CO2)块状同位素丰度是大气和古气候背景下环境条件的重要示踪剂。然而,传统的基于磁扇形同位素比质谱仪(IRMSs)的精确CO2团块同位素测量方法耗时(每个重复数小时),并且需要大样本量(高达100 μ mol CO2)。近年来,同位素比激光光谱仪(IRLSs)的发展,基于相应CO2同位素的红外吸收光谱来测定CO2的团块同位素组成,并显著缩短了团块同位素测量的持续时间(每重复分钟)。然而,现有的IRLS仪器仍然需要与当前irms相似的样本量。在这里,据我们所知,我们展示了一个新的IRLS原型,它证明了仅使用纳米摩尔的二氧化碳进行团块同位素测量的可行性。该仪器利用空心芯光纤(HCF)技术,与现有的irls相比,可将样本量减少约4个数量级。我们使用~ 17纳米摩尔的CO2成功地检测和量化了块状同位素物16O13C18O和18O12C18O的吸收,并在1-1.5分钟内分别测量了它们的丰度,精度分别为0.7‰和1.0‰。将它们与其他三个测量的同位素线结合,我们能够计算出团块同位素比率Δ638和Δ828,在15-30秒内达到0.7‰和1.8‰的精度。我们的研究结果表明,随着未来技术的改进,特别是中红外光纤技术,HCF技术在CO2纳米分子的团块同位素分析方面具有潜力。
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引用次数: 0
Fundamental limits to coronagraphic wavefront correction with pairwise-type estimation in the presence of polarization aberrations. 偏振像差存在时用双数估计进行日冕波前校正的基本限制。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2025-12-15 DOI: 10.1364/OE.573601
Scott D Will, Jaren N Ashcraft, Christopher C Stark, Maxwell A Millar-Blanchaer, Breann N Sitarski

Polarization-dependent aberrations, or polarization aberrations, arise in optical systems due to diattenuation and retardance effects induced by optical surfaces along the beam path. In exoplanet coronagraphy, polarization aberrations fundamentally limit imaging performance at small angular separations, and must be carefully analyzed for extremely high-contrast systems such as NASA's planned Habitable Worlds Observatory. In this paper, we derive a method for calculating the theoretical bound for coronagraph performance in the presence of polarization aberrations after correction by the coronagraph's deformable mirrors, and confirm via simulations that it bounds actual wavefront control loop performance. Due to its simplicity and computational efficiency, this method is highly useful for rapid analysis of telescope and coronagraph designs during concept development.

在光学系统中,由于沿光束路径的光学表面引起的双衰减和延迟效应而产生偏振相关像差或偏振像差。在系外行星日冕学中,偏振像差从根本上限制了小角度距离下的成像性能,必须仔细分析超高对比度系统,如美国宇航局计划的宜居世界天文台。在本文中,我们推导了一种计算偏振像差存在的日冕仪性能的理论边界的方法,并通过模拟证实了它与实际波前控制环路性能的边界。由于它的简单性和计算效率,该方法在概念开发过程中对望远镜和日冕仪设计的快速分析非常有用。
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引用次数: 0
Finite-size effects in photonic-crystal surface-emitting lasers: critical discussion of different approximations. 光子晶体表面发射激光器的有限尺寸效应:不同近似的关键讨论。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2025-12-15 DOI: 10.1364/OE.580979
Lars Persson, Moritz Riedel, Åsa Haglund, Ulrich Theodor Schwarz

We present a comparative study of vertical and lateral loss estimation in photonic-crystal surface-emitting lasers (PCSELs), focusing on how finite-size effects depend on the choice of infinite-structure band model. To analyze these effects, we introduce a k-space weighted loss estimation (kSWLE) framework that can be applied to any infinite-structure band model, and we contrast its predictions with those of finite coupled-wave theory (finite-CWT), which inherently relies on the infinite-CWT bandstructure. The kSWLE approach provides a semi-analytical means of estimating radiative and lateral losses by integrating band-dependent quantities over a Gaussian k-space envelope determined by the device size. We apply kSWLE using both CWT and guided-mode expansion (GME) bandstructure models, enabling a direct comparison of how different infinite-structure descriptions influence the predicted losses and spectral properties. In regimes where the lasing mode is dominated by a single band and has a spectrally compact k-space distribution, kSWLE reproduces similar scaling trends as finite-CWT. However, for small devices or at specific fill factors, the mode has a broader k-space distribution with contributions from multiple bands, leading to ambiguous mode classification and increased deviation between models. These results highlight the strengths and limitations of each modelling strategy and establish kSWLE as a practical tool for evaluating finite-size effects in PCSELs.

我们对光子晶体表面发射激光器(PCSELs)的垂直和横向损耗估计进行了比较研究,重点研究了有限尺寸效应如何依赖于无限结构带模型的选择。为了分析这些影响,我们引入了一个k空间加权损失估计(kSWLE)框架,该框架可以应用于任何无限结构波段模型,并将其预测与有限耦合波理论(有限耦合波理论)的预测进行了对比,有限耦合波理论本质上依赖于无限cwt波段结构。kSWLE方法提供了一种半解析方法,通过在由器件尺寸决定的高斯k空间包络上积分与频带相关的量来估计辐射和侧向损耗。我们将kSWLE应用于CWT和导模扩展(GME)带结构模型,从而可以直接比较不同的无限结构描述如何影响预测的损失和光谱特性。在激光模式由单波段主导并且具有频谱紧凑的k空间分布的情况下,kSWLE再现了与有限cwt相似的缩放趋势。然而,对于小型设备或在特定填充因子下,模态具有更宽的k空间分布,并且有多个波段的贡献,导致模态分类模糊,模型之间的偏差增加。这些结果突出了每种建模策略的优势和局限性,并将kSWLE建立为评估PCSELs有限尺寸效应的实用工具。
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引用次数: 0
Inherent optical properties of Phaeocystis globosa colonies in the China Seas. 中国海域球形褐囊藻群落的固有光学特性。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2025-12-15 DOI: 10.1364/OE.576459
Xue Li, Shaoling Shang, Zhongping Lee, Bangyi Tao, Yue Gao, Zhangxi Hu, Dongmei Lian, Gong Lin

Phaeocystis globosa (P. globosa), a distinctive harmful algal bloom (HAB)-forming species, is capable of alternating between free-living cells and gelatinous colonies. Developing optical techniques for the rapid detection of this HAB-causing species requires knowledge of its inherent optical properties (IOPs), particularly in the form of intact colonies. However, these properties remain poorly understood for the giant colonies of P. globosa, given that measurements of them are challenging. Here, by modifying existing methods for IOPs measurements, we successfully obtained the absorption and scattering coefficients of intact P. globosa colonies up to 25 mm in size. Six strains were isolated from different regions of the China Seas: one collected in situ, and the others grown in culture. Our results show that the IOPs of intact colonies are similar to those of free-living cells, regardless of colony size (1-25 mm). A prominent absorption peak at 468-472 nm was consistently observed across all five colonial strains and the free-living cell strain, corresponding to chlorophyll-c3 (Chl-c3) absorption. Notably, although intracolonial fluid contains colored dissolved organic matter and the colony envelope consists of optically active particulate matter, their contributions to light absorption and scattering by colonies in the spectral range of 400-750 nm are negligible when the colony remains non-collapsed. Interestingly, broken colonies exhibit reduced chlorophyll-specific absorption compared to intact ones, suggesting that colony structure enhances light absorption. This result, combined with the fact that measurements of broken colonies via the traditional quantitative filter technique are compromised by uneven pad distribution, underscores the importance of measuring IOPs in intact P. globosa colonies rather than in filtered samples containing broken colonies. These findings will undoubtedly aid in the future development of bio-optical models for P. globosa colonies and enhance remote sensing algorithms for detecting P. globosa blooms.

球形Phaeocystis globosa (P. globosa)是一种独特的有害藻华(HAB)形成物种,能够在自由活细胞和凝胶菌落之间交替。开发用于快速检测这种引起赤潮的物种的光学技术需要了解其固有的光学特性(IOPs),特别是以完整菌落的形式。然而,考虑到测量它们是具有挑战性的,这些特性对于巨大的p.b lobosa殖民地来说仍然知之甚少。通过改进现有的IOPs测量方法,我们成功地获得了25 mm大小的完整球形P.菌落的吸收和散射系数。从中国海域的不同区域分离出6株菌株:1株就地收集,另1株培养。我们的研究结果表明,无论集落大小(1-25 mm)如何,完整集落的IOPs与自由活细胞相似。在468 ~ 472 nm处均有一个显著的吸收峰,与叶绿素-c3 (Chl-c3)的吸收相一致。值得注意的是,尽管菌落内液体含有彩色溶解有机物,菌落包膜由光学活性颗粒物质组成,但当菌落保持不塌陷时,它们对400-750 nm光谱范围内菌落的光吸收和散射的贡献可以忽略不计。有趣的是,与完整的菌落相比,破碎的菌落表现出更低的叶绿素特异性吸收,这表明菌落结构增强了光吸收。这一结果,再加上通过传统的定量过滤技术测量破碎菌落的事实,受到不均匀的垫分布的影响,强调了在完整的P. globosa菌落中测量IOPs的重要性,而不是在含有破碎菌落的过滤样品中。这些发现无疑将有助于球形假单胞虫菌落生物光学模型的未来发展,并提高球形假单胞虫华的遥感检测算法。
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引用次数: 0
Electrically controlled topological interface modes in graphene-based photonic superlattices. 石墨烯基光子超晶格中的电控拓扑界面模式。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2025-12-15 DOI: 10.1364/OE.579555
Hanying Deng, Jing Deng, Yiling Chen, Yingji He, Fangwei Ye

We demonstrate the electrical control of topological interface modes at the interface between a graphene-based photonic superlattice and a uniform dielectric medium. Specifically, by integrating graphene sheets into the unit cell of metallodielectric superlattices, the presence or absence of topological interface modes can be dynamically controlled by tuning the permittivity of graphene via electrical gating. These topological modes emerge when the spatial average of the permittivity of the superlattices is negative and vanishes as the chemical potential of graphene is adjusted to render the averaged permittivity positive. The dependence of the existence of topological interface modes on the sign of the spatial average of the permittivity is fundamentally related to the emergence of a Dirac point, which arises when the averaged permittivity of the superlattices reaches zero and is accompanied by the Zak phase transition, thus resulting in the appearance and disappearance of topological interface modes. Furthermore, we find that the propagation constant of topological interface modes decreases when increasing the chemical potential of graphene. The robustness of such topological interface modes is also demonstrated. Our work provides clear physical insights and offers a promising approach to the dynamic control of topological interface modes.

我们展示了石墨烯基光子超晶格和均匀介电介质之间的界面上拓扑界面模式的电控制。具体来说,通过将石墨烯片集成到金属介电超晶格的单元胞中,可以通过电门控制石墨烯的介电常数来动态控制拓扑界面模式的存在或不存在。当超晶格的空间平均介电常数为负时,这些拓扑模式就会出现,当石墨烯的化学势被调整为平均介电常数为正时,这些拓扑模式就会消失。拓扑界面模式的存在对介电常数空间平均符号的依赖从根本上与狄拉克点的出现有关,狄拉克点在超晶格的平均介电常数达到零时出现,并伴随着Zak相变,从而导致拓扑界面模式的出现和消失。此外,我们发现随着石墨烯化学势的增加,拓扑界面模式的传播常数减小。本文还证明了这种拓扑界面模式的鲁棒性。我们的工作提供了清晰的物理见解,并为拓扑界面模式的动态控制提供了一种有前途的方法。
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引用次数: 0
Broadband spectral mapping of photo-induced second-harmonic generation in silicon nitride microresonators. 氮化硅微谐振腔中光致二次谐波的宽带频谱映射。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2025-12-15 DOI: 10.1364/OE.572780
Ji Zhou, Marco Clementi, Samantha Sbarra, Ozan Yakar, Camille-Sophie Brès

By employing a pump-probe technique for enhanced spectral mapping of the dynamics in nonlinear frequency conversion, we demonstrate that photo-induced second-harmonic generation (SHG) in silicon nitride (Si3N4) microresonators can persist when transitioning from the preferred doubly resonant condition-where the resonances of the optical harmonics are required to be matched-to a highly detuned state where the generated second harmonic is significantly shifted away from its corresponding resonance. This results in an unconventionally broad conversion bandwidth. Other intriguing phenomena, such as detuning-dependent all-optical poling and nonlinear multi-mode interaction, are also presented, to the best of our knowledge, for the first time with direct experimental evidence. Our findings provide new insights into the physics of photo-induced second-order (χ(2)) nonlinearity, highlighting its potential applications for nonlinear χ(2) photonics in an integrated Si3N4 platform.

通过采用泵浦探测技术增强非线性变频动力学的频谱映射,我们证明了氮化硅(Si3N4)微谐振器中的光致二次谐波(SHG)在从首选双谐振条件(光学谐波的共振需要匹配)过渡到高度失谐状态(产生的二次谐波明显远离其相应的共振)时可以持续存在。这导致了非常规的宽转换带宽。其他有趣的现象,如失谐相关的全光极化和非线性多模相互作用,也被提出,据我们所知,这是第一次有直接的实验证据。我们的研究结果为光诱导二阶(χ(2))非线性的物理学提供了新的见解,突出了其在集成Si3N4平台中非线性χ(2)光子学的潜在应用。
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引用次数: 0
Photothermal digital holography for imaging and characterization of multilayered structures. 用于多层结构成像和表征的光热数字全息术。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2025-12-15 DOI: 10.1364/OE.579469
Subhash Utadiya, Vidhi Singh, Gyanendra Sheoran, Humberto Cabrera, Joseph Niemela, Bahram Javidi, Arun Anand

Imaging multilayered hidden structures is challenging due to scattering, diffusion, and varied material responses. We demonstrate photothermal digital holography combining laser-induced heating with phase-sensitive holography for non-invasive imaging and characterization of hidden layers in multilayered samples. A low-power probe and an oblique high-power excitation beam enable simultaneous multilayer imaging. Absorption-induced heating caused refractive index changes in the multilayered structure, leading to phase shifts in the probe beam. Experiments on different materials revealed distinct thermal signatures. Oblique excitation enabled layer discrimination from a single hologram, and fitting spatial phase profiles with a thermal lensing model and temporal phase profiles with an error-function model yielded sample characterization.

由于散射、扩散和不同的材料响应,多层隐藏结构的成像具有挑战性。我们展示了将激光诱导加热与相敏全息相结合的光热数字全息技术,用于多层样品中隐藏层的非侵入性成像和表征。一个低功率探头和一个倾斜的高功率激发光束可以同时进行多层成像。吸收加热引起多层结构的折射率变化,导致探针光束的相移。在不同材料上的实验显示出不同的热特征。斜向激发可以从单个全息图中识别层,并使用热透镜模型拟合空间相位曲线,使用误差函数模型拟合时间相位曲线,从而获得样品表征。
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引用次数: 0
Modeling and optimization of time correlated single photon counting accuracy in fluorescence lifetime measurements using delay control. 使用延迟控制的荧光寿命测量中时间相关单光子计数精度的建模和优化。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2025-12-15 DOI: 10.1364/OE.579675
Jonas Rottmann, Justus Dung, Nicolas Schierbaum, Manuel Ligges, Karsten Seidl

An accurate determination of fluorescence lifetimes (FLs) provides valuable insights for various applications, from cell analysis to semiconductor characterization. While the FLs are commonly measured using time-correlated single photon counting (TCSPC), the accuracy is limited by pile-up deviation at high intensities and by statistical uncertainty at low count rates. To quantify the effects and identify the best compromise of low pile-up and high counting statistics, we present a theoretical model which analytically describes the TCSPC detection process and thus the accuracy of FL measurements. In addition, the theoretical model provides simple design rules for the maximum usable intensity and required photon counts. Furthermore, we utilize this findings in what we believe to be a novel method, which adjusts the signal intensity to the mentioned compromise by introducing a delay between excitation and detection. We applied and validated the method in single photon avalanche diode (SPAD) based FL measurements. In doing so, the delay method, applied with an algorithm, enables FL measurements with an accuracy of ±15% even at high detector saturations up to 99% with sub-ms measurement times. Unlike previous approaches, our model provides a detailed understanding of the TCSPC detection and the delay method enables robust and fast FL measurements.

荧光寿命(FLs)的准确测定为各种应用提供了有价值的见解,从细胞分析到半导体表征。虽然FLs通常使用时间相关单光子计数(TCSPC)来测量,但其精度受到高强度时堆积偏差和低计数率时统计不确定性的限制。为了量化影响并确定低堆积和高计数统计的最佳折衷,我们提出了一个理论模型,该模型解析地描述了TCSPC检测过程,从而描述了FL测量的准确性。此外,理论模型为最大可用强度和所需光子数提供了简单的设计规则。此外,我们利用这一发现,我们认为是一种新颖的方法,该方法通过在激励和检测之间引入延迟来调整信号强度以达到上述折衷。我们在基于单光子雪崩二极管(SPAD)的FL测量中应用并验证了该方法。在此过程中,延迟方法与算法一起应用,即使在高检测器饱和度高达99%的情况下,测量时间也能达到±15%的FL测量精度。与以前的方法不同,我们的模型提供了对TCSPC检测的详细了解,延迟方法可以实现鲁棒和快速的FL测量。
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引用次数: 0
Intensity correlations of two independent lasers in a double-slit interferometer. 双缝干涉仪中两个独立激光器的强度相关性。
IF 3.3 2区 物理与天体物理 Q2 OPTICS Pub Date : 2025-12-15 DOI: 10.1364/OE.575180
Amanda L Alley, Joshua M Grossman, Mary F Locke, Thomas A Smith

Superimposing a pair of independent lasers is considered an incoherent process due to the inability to produce stable interference. However, here we show that stable interference can be recovered from transient interference through intensity correlation measurements. We demonstrate this by utilizing a pair of independent laser beams incident on separate slits of a Young's double-slit interferometer. This resulting stability enables the use of a pair of independent lasers in a correlation-based interferometric sensor that has the potential to be more robust to sources of phase noise, such as optical turbulence or vibrations.

由于无法产生稳定的干涉,叠加一对独立的激光器被认为是一个非相干过程。然而,这里我们证明了稳定干扰可以通过强度相关测量从瞬态干扰中恢复。我们通过利用一对独立的激光束入射到杨氏双缝干涉仪的不同狭缝来证明这一点。由此产生的稳定性使得在基于相关的干涉传感器中使用一对独立的激光器具有更强的相位噪声源的潜力,例如光学湍流或振动。
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引用次数: 0
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Optics express
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