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Towards mixed physical node reservoir computing: light-emitting synaptic reservoir system with dual photoelectric output. 实现混合物理节点水库计算:具有双光电输出的发光突触水库系统。
IF 19.4 1区 物理与天体物理 Q1 Physics and Astronomy Pub Date : 2024-08-01 DOI: 10.1038/s41377-024-01516-z
Minrui Lian, Changsong Gao, Zhenyuan Lin, Liuting Shan, Cong Chen, Yi Zou, Enping Cheng, Changfei Liu, Tailiang Guo, Wei Chen, Huipeng Chen

Memristor-based physical reservoir computing holds significant potential for efficiently processing complex spatiotemporal data, which is crucial for advancing artificial intelligence. However, owing to the single physical node mapping characteristic of traditional memristor reservoir computing, it inevitably induces high repeatability of eigenvalues to a certain extent and significantly limits the efficiency and performance of memristor-based reservoir computing for complex tasks. Hence, this work firstly reports an artificial light-emitting synaptic (LES) device with dual photoelectric output for reservoir computing, and a reservoir system with mixed physical nodes is proposed. The system effectively transforms the input signal into two eigenvalue outputs using a mixed physical node reservoir comprising distinct physical quantities, namely optical output with nonlinear optical effects and electrical output with memory characteristics. Unlike previously reported memristor-based reservoir systems, which pursue rich reservoir states in one physical dimension, our mixed physical node reservoir system can obtain reservoir states in two physical dimensions with one input without increasing the number and types of devices. The recognition rate of the artificial light-emitting synaptic reservoir system can achieve 97.22% in MNIST recognition. Furthermore, the recognition task of multichannel images can be realized through the nonlinear mapping of the photoelectric dual reservoir, resulting in a recognition accuracy of 99.25%. The mixed physical node reservoir computing proposed in this work is promising for implementing the development of photoelectric mixed neural networks and material-algorithm collaborative design.

基于忆阻器的物理储层计算在高效处理复杂时空数据方面具有巨大潜力,对推动人工智能的发展至关重要。然而,由于传统的忆阻器水库计算具有单一物理节点映射的特点,不可避免地会在一定程度上导致特征值的高重复性,极大地限制了基于忆阻器的水库计算处理复杂任务的效率和性能。因此,本研究首次报道了一种用于水库计算的双光电输出人工发光突触(LES)器件,并提出了一种具有混合物理节点的水库系统。该系统利用由不同物理量(即具有非线性光学效应的光输出和具有记忆特性的电输出)组成的混合物理节点蓄水池,有效地将输入信号转换为两个特征值输出。与之前报道的基于忆阻器的储层系统在一个物理维度上追求丰富的储层状态不同,我们的混合物理节点储层系统可以在不增加器件数量和类型的情况下,通过一次输入获得两个物理维度的储层状态。人工发光突触水库系统在 MNIST 识别中的识别率可达 97.22%。此外,通过光电双水库的非线性映射,可以实现多通道图像的识别任务,识别准确率达到 99.25%。本文提出的混合物理节点水库计算在实现光电混合神经网络开发和材料算法协同设计方面大有可为。
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引用次数: 0
Anisotropic phonon dynamics in Dirac semimetal PtTe2 thin films enabled by helicity-dependent ultrafast light excitation. 各向异性声子动力学在依赖螺旋的超快光激发的狄拉克半金属 PtTe2 薄膜中的实现。
IF 19.4 1区 物理与天体物理 Q1 Physics and Astronomy Pub Date : 2024-08-01 DOI: 10.1038/s41377-024-01540-z
Ziyang Li, Yequan Chen, Anke Song, Jinzhong Zhang, Rong Zhang, Zongzhi Zhang, Xuefeng Wang

Coherent phonons have aroused considerable attention in condensed matter physics owing to their extraordinary capacity of reflecting and controlling the physical properties of matter. However, the investigation on the interaction between coherent phonons and other microscopic particles on the ultrafast timescale within topological systems continues to be an active and unresolved area. Here, we show the energy transfer of coherent optical phonons (COP) in Dirac semimetal PtTe2 thin films using ultrafast optical pump-probe spectroscopy. Specifically, the helicity-dependent light-driven anisotropic COP signals disclose their direct connection with the light-excited anisotropic spin-polarized electrons via an angular momentum transfer. Furthermore, we observe the notable decreases in the COP oscillation frequency and the decay rate with increasing temperatures due to the anharmonic phonon-phonon scattering and electron-phonon scattering in the COP dissipation process, respectively. Our work paves the way for uncovering the coherent phonons in Dirac semimetals for the potential applications in optoelectronics and opto-spintronics.

相干声子具有反映和控制物质物理性质的非凡能力,因此在凝聚态物理学中引起了广泛关注。然而,在拓扑系统中,相干声子与其他微观粒子在超快时间尺度上的相互作用研究仍然是一个活跃而悬而未决的领域。在这里,我们利用超快光学泵浦探针光谱法展示了相干光学声子(COP)在狄拉克半金属 PtTe2 薄膜中的能量转移。具体来说,依赖螺旋度的光驱动各向异性 COP 信号通过角动量传递揭示了它们与光激发的各向异性自旋极化电子之间的直接联系。此外,我们观察到 COP 振荡频率和衰减率随着温度的升高而显著降低,这分别是 COP 耗散过程中的非谐波声子-声子散射和电子-声子散射造成的。我们的工作为揭示狄拉克半金属中的相干声子在光电子学和光自旋电子学中的潜在应用铺平了道路。
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引用次数: 0
Vertically stacked skin-like active-matrix display with ultrahigh aperture ratio. 垂直堆叠的类肤质主动矩阵显示屏,具有超高光圈比。
IF 19.4 1区 物理与天体物理 Q1 Physics and Astronomy Pub Date : 2024-07-26 DOI: 10.1038/s41377-024-01524-z
Juntong Li, Yanping Ni, Xiaoli Zhao, Bin Wang, Chuang Xue, Zetong Bi, Cong Zhang, Yongjun Dong, Yanhong Tong, Qingxin Tang, Yichun Liu

Vertically stacked all-organic active-matrix organic light-emitting diodes are promising candidates for high-quality skin-like displays due to their high aperture ratio, extreme mechanical flexibility, and low-temperature processing ability. However, these displays suffer from process interferences when interconnecting functional layers made of all-organic materials. To overcome this challenge, we present an innovative integration strategy called "discrete preparation-multilayer lamination" based on microelectronic processes. In this strategy, each functional layer was prepared separately on different substrates to avoid chemical and physical damage caused by process interferences. A single interconnect layer was introduced between each vertically stacked functional layer to ensure mechanical compatibility and interconnection. Compared to the previously reported layer-by-layer preparation method, the proposed method eliminates the need for tedious protection via barrier and pixel-defining layer processing steps. Additionally, based on active-matrix display, this strategy allows multiple pixels to collectively display a pattern of "1" with an aperture ratio of 83%. Moreover, the average mobility of full-photolithographic organic thin-film transistors was 1.04 cm2 V-1 s-1, ensuring stable and uniform displays. This strategy forms the basis for the construction of vertically stacked active-matrix displays, which should facilitate the commercial development of skin-like displays in wearable electronics.

垂直堆叠的全有机有源矩阵有机发光二极管具有高孔径比、极高的机械柔韧性和低温加工能力,是高品质类肤显示器的理想候选材料。然而,这些显示器在连接由全有机材料制成的功能层时受到工艺干扰。为了克服这一难题,我们提出了一种基于微电子工艺的创新集成策略,即 "离散制备-多层层压"。在这种策略中,每个功能层都在不同的基底上分别制备,以避免工艺干扰造成的化学和物理损坏。在每个垂直堆叠的功能层之间引入了单个互连层,以确保机械兼容性和互连性。与之前报道的逐层制备方法相比,所提出的方法省去了繁琐的屏障保护和像素定义层处理步骤。此外,基于有源矩阵显示技术,这种策略允许多个像素共同显示 "1 "的图案,孔径比高达 83%。此外,全光刻有机薄膜晶体管的平均迁移率为 1.04 cm2 V-1 s-1,确保了显示的稳定性和一致性。这一策略为构建垂直堆叠的有源矩阵显示屏奠定了基础,将促进可穿戴电子设备中类皮肤显示屏的商业开发。
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引用次数: 0
Broadband nonreciprocal thermal emissivity and absorptivity. 宽带非互易热发射率和吸收率。
IF 19.4 1区 物理与天体物理 Q1 Physics and Astronomy Pub Date : 2024-07-24 DOI: 10.1038/s41377-024-01520-3
Komron J Shayegan, Jae S Hwang, Bo Zhao, Aaswath P Raman, Harry A Atwater

A body that violates Kirchhoff's law of thermal radiation exhibits an inequality in its spectral directional absorptivity and emissivity. Achieving such an inequality is of fundamental interest as well as a prerequisite for achieving thermodynamic limits in photonic energy conversion1 and radiative cooling2. Thus far, inequalities in the spectral directional emissivity and absorptivity have been limited to narrow spectral resonances3, or wavelengths well beyond the infrared regime4. Bridging the gap from basic demonstrations to practical applications requires control over a broad spectral range of the unequal spectral directional absorptivity and emissivity. In this work, we demonstrate broadband nonreciprocal thermal emissivity and absorptivity by measuring the thermal emissivity and absorptivity of gradient epsilon-near-zero InAs layers of subwavelength thicknesses (50 nm and 150 nm) with an external magnetic field. The effect occurs in a spectral range (12.5-16 μm) that overlaps with the infrared transparency window and is observed at moderate (1 T) magnetic fields.

违反基尔霍夫热辐射定律的物体在光谱方向吸收率和发射率上表现出不等式。实现这种不等式具有根本的意义,也是实现光子能量转换1 和辐射冷却2 热力学极限的先决条件。迄今为止,光谱定向发射率和吸收率的不等式仅限于狭窄的光谱共振3 或波长远远超出红外范围4。要缩小从基础演示到实际应用之间的差距,就需要在宽光谱范围内控制不等光谱定向吸收率和发射率。在这项工作中,我们通过测量亚波长厚度(50 nm 和 150 nm)的梯度ε近零 InAs 层在外加磁场下的热发射率和吸收率,展示了宽带非互易热发射率和吸收率。该效应发生在与红外透明窗口重叠的光谱范围(12.5-16 μm)内,并在中等(1 T)磁场下观察到。
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引用次数: 0
Arbitrarily rotating polarization direction and manipulating phases in linear and nonlinear ways using programmable metasurface. 利用可编程元表面任意旋转偏振方向,并以线性和非线性方式操纵相位。
IF 19.4 1区 物理与天体物理 Q1 Physics and Astronomy Pub Date : 2024-07-18 DOI: 10.1038/s41377-024-01513-2
Wei Liu, Si Ran Wang, Jun Yan Dai, Lei Zhang, Qiao Chen, Qiang Cheng, Tie Jun Cui

Independent controls of various properties of electromagnetic (EM) waves are crucially required in a wide range of applications. Programmable metasurface is a promising candidate to provide an advanced platform for manipulating EM waves. Here, we propose an approach that can arbitrarily control the polarization direction and phases of reflected waves in linear and nonlinear ways using a stacked programmable metasurface. Further, we extend the space-time-coding theory to incorporate the dimension of polarization, which provides an extra degree of freedom for manipulating EM waves. As proof-of-principle application examples, we consider polarization rotation, phase manipulation, and beam steering at linear and nonlinear frequencies. For validation, we design, fabricate, and measure a metasurface sample. The experimental results show good agreement with theoretical predictions and simulations. The proposed approach has a wide range of applications in various areas, such as imaging, data storage, and wireless communication.

在广泛的应用中,需要对电磁波的各种特性进行独立控制。可编程元表面是为操纵电磁波提供先进平台的理想选择。在这里,我们提出了一种方法,利用堆叠式可编程元表面,可以线性和非线性方式任意控制反射波的极化方向和相位。此外,我们还扩展了时空编码理论,将偏振维度纳入其中,为操纵电磁波提供了额外的自由度。作为原理验证应用实例,我们考虑了线性和非线性频率下的偏振旋转、相位操纵和光束转向。为了进行验证,我们设计、制造并测量了一个元表面样品。实验结果表明,实验结果与理论预测和模拟结果十分吻合。所提出的方法可广泛应用于成像、数据存储和无线通信等多个领域。
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引用次数: 0
Tunable single emitter-cavity coupling strength through waveguide-assisted energy quantum transfer. 通过波导辅助能量量子转移实现可调单发射器-腔耦合强度。
IF 19.4 1区 物理与天体物理 Q1 Physics and Astronomy Pub Date : 2024-07-18 DOI: 10.1038/s41377-024-01508-z
Yuan Liu, Hongwei Zhou, Linhan Lin, Hong-Bo Sun

The emitter-cavity strong coupling manifests crucial significance for exploiting quantum technology, especially in the scale of individual emitters. However, due to the small light-matter interaction cross-section, the single emitter-cavity strong coupling has been limited by its harsh requirement on the quality factor of the cavity and the local density of optical states. Herein, we present a strategy termed waveguide-assisted energy quantum transfer (WEQT) to improve the single emitter-cavity coupling strength by extending the interaction cross-section. Multiple ancillary emitters are optically linked by a waveguide, providing an indirect coupling channel to transfer the energy quantum between target emitter and cavity. An enhancement factor of coupling strength g ̃ / g > 10 can be easily achieved, which dramatically release the rigorous design of cavity. As an extension of concept, we further show that the ancillae can be used as controlling bits for a photon gate, opening up new degrees of freedom in quantum manipulation.

发射器-腔体强耦合对于利用量子技术,特别是单个发射器尺度的量子技术具有至关重要的意义。然而,由于光-物质相互作用截面较小,单个发射器-腔体强耦合对腔体的品质因数和局部光态密度有苛刻的要求,因而受到限制。在这里,我们提出了一种称为波导辅助能量量子转移(WEQT)的策略,通过扩大相互作用截面来提高单发射极-腔体耦合强度。多个辅助发射器通过波导光学连接,为目标发射器和腔体之间的能量量子转移提供了间接耦合通道。耦合强度 g ̃ / g > 10 的增强因子很容易实现,这大大降低了腔体设计的严谨性。作为概念的延伸,我们进一步证明了辅助腔可用作光子门的控制位,为量子操纵开辟了新的自由度。
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引用次数: 0
Broadband and fabrication-tolerant 3-dB couplers with topological valley edge modes. 具有拓扑谷边缘模式的宽带和制造容差 3-dB 耦合器。
IF 19.4 1区 物理与天体物理 Q1 Physics and Astronomy Pub Date : 2024-07-16 DOI: 10.1038/s41377-024-01512-3
Guo-Jing Tang, Xiao-Dong Chen, Lu Sun, Chao-Heng Guo, Meng-Yu Li, Zhong-Tao Tian, Hou-Hong Chen, Hong-Wei Wang, Qi-Yao Sun, Ying-Di Pan, Xin-Tao He, Yi-Kai Su, Jian-Wen Dong

3-dB couplers, which are commonly used in photonic integrated circuits for on-chip information processing, precision measurement, and quantum computing, face challenges in achieving robust performance due to their limited 3-dB bandwidths and sensitivity to fabrication errors. To address this, we introduce topological physics to nanophotonics, developing a framework for topological 3-dB couplers. These couplers exhibit broad working wavelength range and robustness against fabrication dimensional errors. By leveraging valley-Hall topology and mirror symmetry, the photonic-crystal-slab couplers achieve ideal 3-dB splitting characterized by a wavelength-insensitive scattering matrix. Tolerance analysis confirms the superiority on broad bandwidth of 48 nm and robust splitting against dimensional errors of 20 nm. We further propose a topological interferometer for on-chip distance measurement, which also exhibits robustness against dimensional errors. This extension of topological principles to the fields of interferometers, may open up new possibilities for constructing robust wavelength division multiplexing, temperature-drift-insensitive sensing, and optical coherence tomography applications.

3-dB 耦合器通常用于片上信息处理、精密测量和量子计算的光子集成电路中,但由于其有限的 3-dB 带宽和对制造误差的敏感性,在实现稳健性能方面面临挑战。为解决这一问题,我们将拓扑物理学引入纳米光子学,开发出拓扑 3-dB 耦合器框架。这些耦合器具有宽广的工作波长范围和对制造尺寸误差的鲁棒性。通过利用谷-霍尔拓扑学和镜面对称性,光子晶体板耦合器实现了理想的 3-dB 分路,其特点是对波长不敏感的散射矩阵。容差分析证实了其在 48 nm 宽带宽和 20 nm 尺寸误差下的稳健分光方面的优越性。我们还进一步提出了一种用于片上距离测量的拓扑干涉仪,它也表现出对尺寸误差的稳健性。拓扑原理在干涉仪领域的扩展,为构建稳健的波分复用、温度漂移不敏感传感和光学相干断层扫描应用开辟了新的可能性。
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引用次数: 0
Entangled photons enabled ultrafast stimulated Raman spectroscopy for molecular dynamics. 纠缠光子实现了用于分子动力学的超快受激拉曼光谱。
IF 19.4 1区 物理与天体物理 Q1 Physics and Astronomy Pub Date : 2024-07-15 DOI: 10.1038/s41377-024-01492-4
Jiahao Joel Fan, Zhe-Yu Ou, Zhedong Zhang

Quantum entanglement has emerged as a great resource for studying the interactions between molecules and radiation. We propose a new scheme of stimulated Raman scattering with entangled photons. A quantum ultrafast Raman spectroscopy is developed for condensed-phase molecules, to monitor the exciton populations and coherences. Analytic results are obtained, showing an entanglement-enabled time-frequency scale not attainable by classical light. The Raman signal presents an unprecedented selectivity of molecular correlation functions, as a result of the Hong-Ou-Mandel interference. Our work suggests a new paradigm of using an unconventional interferometer as part of spectroscopy, with the potential to unveil advanced information about complex materials.

量子纠缠已成为研究分子与辐射之间相互作用的重要资源。我们提出了一种利用纠缠光子进行受激拉曼散射的新方案。我们为凝聚态分子开发了一种量子超快拉曼光谱,用于监测激子群和相干性。获得的分析结果显示,纠缠产生的时频尺度是经典光无法达到的。由于 Hong-Ou-Mandel 干涉,拉曼信号呈现出前所未有的分子相关函数选择性。我们的工作提出了一种新的范例,即使用非常规干涉仪作为光谱学的一部分,有可能揭示复杂材料的高级信息。
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引用次数: 0
Single-shot probing of sub-picosecond solid-to-overdense-plasma dynamics. 亚皮秒固体-过密等离子体动力学的单次探测。
IF 19.4 1区 物理与天体物理 Q1 Physics and Astronomy Pub Date : 2024-07-11 DOI: 10.1038/s41377-024-01501-6
Kunjian Dai, Qingzhe Cui, Jinwei Zhang

A single-shot near-infrared probing method has been developed to characterize the formation and evolution of the pre-plasma dynamics over sub-picosecond timescales, which is essential for the societal applications of laser-accelerated ion technologies.

我们开发了一种单次近红外探测方法,用于描述亚皮秒时间尺度上前等离子体动力学的形成和演变,这对于激光加速离子技术的社会应用至关重要。
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引用次数: 0
Intelligent spectropolarimetry. 智能光谱测量法。
IF 19.4 1区 物理与天体物理 Q1 Physics and Astronomy Pub Date : 2024-07-09 DOI: 10.1038/s41377-024-01493-3
Fakun Wang, Qi Jie Wang
{"title":"Intelligent spectropolarimetry.","authors":"Fakun Wang, Qi Jie Wang","doi":"10.1038/s41377-024-01493-3","DOIUrl":"10.1038/s41377-024-01493-3","url":null,"abstract":"","PeriodicalId":18093,"journal":{"name":"Light, science & applications","volume":null,"pages":null},"PeriodicalIF":19.4,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11233609/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141563674","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"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
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Light, science & applications
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