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Past, Current and Future Technologies for Optical Submarine Cables 海底光缆的过去、现在和未来技术
Pub Date : 2019-11-01 DOI: 10.1109/PHOTONICS49561.2019.00011
H. Takeshita, Masaki Sato, Y. Inada, E. L. T. D. Gabory, Yuichi Nakamura
Optical submarine cables are a crucial infrastructure as they convey 99% of internet traffic between countries and continents. Although, their history is rooted in the middle in the 19th Century with the first transatlantic telegraph cable, the uninterrupted strong growth of current internet traffic has been a prime motivation for the introduction of several disruptive technologies. In this paper, we review technologies used in past and current optical submarine cables, as well as future technological trends to increase their capacity.
海底光缆是至关重要的基础设施,因为它们在国家和大陆之间传输99%的互联网流量。尽管它们的历史可以追溯到19世纪中叶第一条跨大西洋电报电缆的出现,但当前互联网流量的持续强劲增长一直是引入几项颠覆性技术的主要动机。在本文中,我们回顾了过去和现在的海底光缆所使用的技术,以及未来增加其容量的技术趋势。
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引用次数: 10
An Optical Neural Network Architecture based on Highly Parallelized WDM-Multiplier-Accumulator 一种基于高度并行wdm -乘加器的光神经网络结构
Pub Date : 2019-11-01 DOI: 10.1109/PHOTONICS49561.2019.00008
T. Ishihara, Jun Shiomi, Naoki Hattori, Yutaka Masuda, A. Shinya, M. Notomi
Future applications such as anomaly detection in a network and autonomous driving require extremely low, submicrosecond latency processing in pattern classification. Towards the realization of such an ultra-fast inference processing, this paper proposes an optical neural network architecture which can classify anomaly patterns at sub-nanosecond latency. The architecture fully exploits optical parallelism of lights using wavelength division multiplexing (WDM) in vector-matrix multiplication. It also exploits a linear optics with passive nanophotonic devices such as microring resonators, optical combiners, and passive couplers, which make it possible to construct low power and ultra-low latency optical neural networks. Optoelectronic circuit simulation using optical circuit implementation of multi-layer perceptron (MLP) demonstrates sub-nanosecond processing of optical neural network.
未来的应用,如网络异常检测和自动驾驶,在模式分类中需要极低的、亚微秒级的延迟处理。为了实现这种超快速的推理处理,本文提出了一种可以在亚纳秒延迟下对异常模式进行分类的光神经网络架构。该架构充分利用光的平行性,在矢量矩阵乘法中使用波分复用(WDM)。它还利用线性光学与无源纳米光子器件,如微环谐振器、光合并器和无源耦合器,这使得构建低功耗和超低延迟的光神经网络成为可能。利用光学电路实现多层感知器(MLP)的光电电路仿真证明了光学神经网络的亚纳秒处理能力。
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引用次数: 7
On the Feasibility of Hybrid Electrical/Optical Switch Architecture for Large-Scale Training of Distributed Deep Learning 分布式深度学习大规模训练中混合电/光开关架构的可行性研究
Pub Date : 2019-11-01 DOI: 10.1109/PHOTONICS49561.2019.00007
Truong Thao Nguyen, Ryousei Takano
Data parallelism is the dominant method used to train deep learning (DL) model on High-Performance Computing systems such as large-scale GPU clusters. When training a DL model on a large number of nodes, inter-node communication becomes bottle-neck due to its relatively higher latency and lower link bandwidth (than intra-node communication). To cope with this problem, some techniques have been proposed to (a) optimize the collective communication algorithms that take into account the network topology, (b) reduce the message size, and (c) overlap the communication and computation. All of these approaches target to deal with the large message size issue while diminishing the effect of the limitation of the inter-node network. In this study, we investigate the benefit of increasing inter-node link bandwidth by using the hybrid switching systems, i.e., Electrical Packet Switching and Optical Circuit Switching. We found that the typical data-transfer of synchronous data-parallelism training are long-live and rarely changed that can be speed-up with optical switching. Simulation results on Simgrid simulator show that our approach speed-up the training time of deep learning application around 10%.
数据并行是在大规模GPU集群等高性能计算系统上训练深度学习(DL)模型的主要方法。当在大量节点上训练DL模型时,节点间通信(相对于节点内通信)的延迟较高,链路带宽较低,成为瓶颈。为了解决这个问题,已经提出了一些技术:(a)优化考虑网络拓扑的集体通信算法,(b)减少消息大小,以及(c)重叠通信和计算。所有这些方法都旨在处理大消息大小问题,同时减少节点间网络限制的影响。在本研究中,我们探讨了使用混合交换系统(即电分组交换和光电路交换)增加节点间链路带宽的好处。我们发现同步数据并行训练中典型的数据传输是长寿命且很少变化的,可以通过光交换加速。在Simgrid模拟器上的仿真结果表明,我们的方法使深度学习应用的训练时间加快了10%左右。
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引用次数: 5
Calculation of the Nonlinear Susceptibility in van der Waals Crystals 范德华晶体非线性磁化率的计算
Pub Date : 2019-11-01 DOI: 10.4236/opj.2019.911016
Mingxi Chen, Chao Tang, T. Tanabe, Y. Oyama
The development of theoretical models for crystals has led to the evolution of computational methods with which much more thorough investigations than previously possible can be done, including studies of the nonlinear optical properties. There has recently been a rise in interest in 2-dimensional materials; unfortunately, measurements of the nonlinear susceptibility of these materials in the wavelength range of the order of hundreds of nanometers by traditional methods are difficult. Studies of second-harmonic generation (SHG) from the transition-metal dichalcogenides (TMDCs), MoS2 and MoSe2, have been reported; however, SHG from other typical van der Waals crystals such as GaSe and other transition metal monochalcogenides (TMMCs) has rarely been studied under the same conditions. In this study, the 211 (i = 2, j = 1, k = 1) elements in the susceptibility matrices of GaSe, InSe, MoS2 and WS2 were calculated and compared. A tendency for the SHG intensity to weaken as the wavelength increases from 500 nm to 1000 nm was observed for GaSe and InSe, and, apart from some periodic fluctuations, no clear increase could be seen for these two materials in the SHG response curve in the near infrared. By comparison, MoS2 and WS2 have obvious peaks in both the visible and infrared bands. Calculations of the SHG response show peaks at around 500 nm (for GaSe), 570 (for InSe), 660 nm, 980 nm (for MoS2) and 580 nm, 920 nm (for WS2). Moreover, similarities between the SHG curves for GaSe and InSe and for MoS2 and WS2 were revealed, which may be due to the similarities found for these two groups of crystals.
晶体理论模型的发展导致了计算方法的演变,使我们可以进行比以前更彻底的研究,包括非线性光学性质的研究。最近人们对二维材料的兴趣有所上升;不幸的是,用传统方法测量这些材料在数百纳米波长范围内的非线性磁化率是困难的。过渡金属二硫族化合物(TMDCs) MoS2和MoSe2产生二次谐波(SHG)的研究已被报道;然而,其他典型的范德华晶体,如GaSe和其他过渡金属单硫族化合物(TMMCs)的SHG很少在相同的条件下进行研究。本研究对GaSe、InSe、MoS2和WS2的磁化率矩阵中的211 (i = 2, j = 1, k = 1)个元素进行了计算和比较。GaSe和InSe的SHG强度随波长从500 nm增加到1000 nm有减弱的趋势,除了一些周期性波动外,这两种材料在近红外的SHG响应曲线上没有明显的增加。相比之下,MoS2和WS2在可见光和红外波段都有明显的峰。SHG响应的计算表明,峰值在500 nm (GaSe), 570 nm (InSe), 660 nm, 980 nm (MoS2)和580 nm, 920 nm (WS2)左右。此外,还发现了GaSe和InSe以及MoS2和WS2的SHG曲线的相似性,这可能是由于这两组晶体的相似性。
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引用次数: 2
Simulations of Photonic Quantum Networks for Performance Analysis and Experiment Design 用于性能分析和实验设计的光子量子网络模拟
Pub Date : 2019-11-01 DOI: 10.1109/PHOTONICS49561.2019.00010
Xiaoliang Wu, Joaquín Chung, Alexander Kolar, E. Wang, Tian Zhong, R. Kettimuthu, Martin Suchara
This work models metropolitan-scale photonic quantum networks that use time bin encoding for quantum key distribution and quantum state teleportation. We develop and validate theoretical models by comparing them with prior experimental results. We use our newly developed simulator of quantum network communication, called SeQUeNCe, to perform simulations at the individual photon level with picosecond resolution. The simulator integrates accurate models of optical components including light sources, interferometers, detectors, beam splitters, and telecommunication fiber, allowing studies of their complex interactions. Optical quantum networks have been generating significant interest because of their ability to provide secure communication, enable new functionality such as clock synchronization with unprecedented accuracy, and reduce the communication complexity of certain distributed computing problems. In the past few years experimental demonstrations moved from table-top experiments to metropolitan-scale deployments and long-distance repeater network prototypes. As the number of optical components in these experiments increases, simulation tools such as SeQUeNCe will simplify experiment planning and accelerate designs of new network protocols. The modular design of our tool will also allow modeling future technologies such as network nodes with quantum memories and quantum transducers as they become available.
本研究模拟了使用时间bin编码进行量子密钥分发和量子态隐形传态的大都市尺度光子量子网络。我们建立并验证了理论模型,并将其与先前的实验结果进行了比较。我们使用我们新开发的量子网络通信模拟器,称为序列,以皮秒分辨率在单个光子水平上进行模拟。该模拟器集成了光学元件的精确模型,包括光源、干涉仪、探测器、分束器和电信光纤,允许研究它们复杂的相互作用。光量子网络已经引起了人们极大的兴趣,因为它们能够提供安全的通信,使时钟同步等新功能具有前所未有的精度,并降低某些分布式计算问题的通信复杂性。在过去的几年里,实验演示从桌面实验转向了城域规模的部署和长距离中继器网络原型。随着这些实验中光学元件数量的增加,像SeQUeNCe这样的仿真工具将简化实验计划并加速新网络协议的设计。我们工具的模块化设计还将允许对未来的技术进行建模,例如具有量子存储器和量子换能器的网络节点。
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引用次数: 7
Scalable Low-Power High-Performance Rack-Scale Optical Network 可扩展的低功耗高性能机架级光网络
Pub Date : 2019-11-01 DOI: 10.1109/PHOTONICS49561.2019.00006
Jun Feng, Zhehui Wang, Zhifei Wang, Xuanqi Chen, Shixi Chen, Jiaxu Zhang, Jiang Xu
As large-scale applications are demanding more computation power while Moore’s Law is slowing down, rackscale computing systems are being developed to meet the increasing computation and energy requirements. Optical interconnects have become an alternative to address the performance and energy efficiency issues of rack-scale systems because of their superiority in bandwidth, latency, and power. In this paper, we systematically analyze the rack-scale optical network (RSON) architecture with different path reservation schemes and optical inter-chip networks and the most commonly used architecture for high-performance computing systems. We explore the RSON architecture, floorplan optimized delta optical network (FODON) switch architecture and the preemptive chain feedback (PCF) scheme to optimize multi-domain path reservation. Experimental results show that the RSON with FODON switch and PCF scheme can improve system performance per energy consumption by up to 5x, and around 4x on average, while still maintaining better scalability than state-of-the-art systems.
随着大规模应用对计算能力的要求越来越高,而摩尔定律正在放缓,机架级计算系统正在发展,以满足日益增长的计算和能源需求。由于光互连在带宽、延迟和功耗方面的优势,它已成为解决机架级系统性能和能源效率问题的另一种选择。本文系统地分析了具有不同路径预留方案的机架级光网络(RSON)架构和光片间网络,以及高性能计算系统中最常用的架构。我们探索了RSON架构、平面优化增量光网络(FODON)交换架构和抢占链反馈(PCF)方案来优化多域路径保留。实验结果表明,具有FODON开关和PCF方案的RSON可以将系统的每能耗性能提高5倍,平均提高4倍左右,同时仍然保持比现有系统更好的可扩展性。
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引用次数: 2
Bubble Glow at Hydrothermal Vents as the PeTa Radiation 作为PeTa辐射的热液喷口气泡辉光
Pub Date : 2019-11-01 DOI: 10.4236/opj.2019.911017
V. Tatartchenko
The paper presents a physical model of a natural phenomenon, the glow of bubbles at hydrothermal vents formed during underwater volcanic activity. The basis of the model is characteristic non-equilibrium radiation under first order phase transitions that since 2010 has been referred to as the PeTa (Perelman-Tatartchenko) effect. This is the fourth paper in a series developing the model for similar physical phenomena: cavitational luminescence (CL), multi-bubble sonoluminescence (MBSL), single-bubble sonoluminescence (SBSL) and laser-induced bubble luminescence (LIBL). The previous three papers were published during 2017-2018 in this Journal. In the third one we have shown that above mentioned physical effects can be generalized as a phenomenon that we have titled “Vapour bubble luminescence” (VBL). VBL is very clearly represented in a non-equilibrium phase diagram. The essence of VBL is as follows: when there is a local decrease in pressure and/or an increase of temperature in a tiny volume of a liquid occurs, one or several bubbles filled with vapour will appear. Subsequently a very rapid pressure increase and/or temperature decrease in the same volume of liquid leads to supersaturation of the vapour inside the bubble. Upon reaching critical vapor density, instantaneous vapour condensation and emission of the phase transition energy that is accompanied by a flash (this is the PeTa effect) results in a sharp pressure decrease and the bubble collapses due to the pressure drop. This process is accompanied by a shock wave in the liquid. A similar effect occurs if bubbles filled with hot steam, for example from a cappuccino machine, are injected into a relatively large volume of cold water. The VBL model explains all experimental data concerning CL/MBSL/SBSL/LIBL and the relatively new natural phenomenon, the glow of bubbles at hydrothermal vents. Several model experiments demonstrate the PeTa effect under similar conditions. Additionally, we define the PeTa effect in all its manifestations on a non-equilibrium phase diagram. This clarifies which niches can contain VBL processes. We also demonstrate the window of transparency (WT) for the PeTa radiation during crystallization of a supercooled tellurium melt and propose the design of a cavity-free pulsed laser on the basis of similar crystallization processes.
本文提出了一种自然现象的物理模型,即水下火山活动期间形成的热液喷口气泡的辉光。该模型的基础是一阶相变下的特征非平衡辐射,自2010年以来被称为PeTa(Perelman-Tatartchenko)效应。这是一系列开发类似物理现象模型的论文中的第四篇:空穴发光(CL)、多气泡声致发光(MBSL)、单气泡声致荧光(SBSL)和激光诱导气泡发光(LIBL)。前三篇论文发表于2017-2018年。在第三个例子中,我们已经证明了上述物理效应可以被概括为一种现象,我们称之为“汽泡发光”(VBL)。VBL在非平衡相图中表现得非常清楚。VBL的本质如下:当微小体积的液体出现局部压力下降和/或温度升高时,会出现一个或多个充满蒸汽的气泡。随后,在相同体积的液体中非常快速的压力增加和/或温度降低导致气泡内的蒸汽过饱和。在达到临界蒸汽密度时,伴随着闪光的瞬间蒸汽冷凝和相变能量的发射(这是PeTa效应)导致压力急剧下降,气泡因压力下降而坍塌。这个过程伴随着液体中的冲击波。如果将充满热蒸汽的气泡(例如来自卡布奇诺咖啡机的热蒸汽)注入相对大体积的冷水中,也会产生类似的效果。VBL模型解释了关于CL/MBSL/SBSL/LBL和相对较新的自然现象,即热液喷口气泡的发光的所有实验数据。几个模型实验证明了在类似条件下的PeTa效应。此外,我们在非平衡相图上定义了PeTa效应的所有表现形式。这澄清了哪些利基市场可以包含VBL过程。我们还演示了过冷碲熔体结晶过程中PeTa辐射的透明窗口(WT),并在类似结晶过程的基础上提出了无腔脉冲激光器的设计。
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引用次数: 3
Accuracy Improvement of Blood Glucose Measurement System Using Quantum Cascade Lasers 利用量子级联激光提高血糖测量系统的精度
Pub Date : 2019-09-24 DOI: 10.4236/opj.2019.910014
T. Koyama, S. Kino, Y. Matsuura
For non-invasive measurement of blood glucose levels, a measurement system based on mid-infrared, attenuated-total-reflection spectroscopy equipped with hollow optical fibers, a trapezoidal multi-reflection prism, and two fixed-wavelength quantum cascade lasers emitting different wavelengths is proposed. From the absorption spectra of lip mucosa measured by Fourier-transform infrared spectrometry, two wavelengths, 1152 cm-1 for absorption by glucose and 1186 cm-1 for the background, were chosen. To reduce measurement errors, the power distribution on the prism surface was investigated, and it was found that some high-intensity spots appear on the prism surface due to the coherency of the laser beam. This inhomogeneous power distribution causes measurement errors for slight movements of the lip mucosa. To homogenize the intensity distribution on the prism, a lens to excite higher modes in the fiber was introduced, and the incident angle was changed to suppress interference due to back-reflected light. These improvements increased the measurement stability, and in-vivo experiments demonstrated that the measured optical absorption correlates well with blood glucose levels.
为了无创测量血糖水平,提出了一种基于中红外衰减全反射光谱的测量系统,该系统配备了中空光纤、梯形多反射棱镜和两个发射不同波长的固定波长量子级联激光器。从傅里叶变换红外光谱法测量的唇粘膜吸收光谱中,选择了两个波长,1152cm-1用于葡萄糖吸收和1186cm-1用于背景。为了减少测量误差,研究了棱镜表面的功率分布,发现由于激光束的相干性,棱镜表面出现了一些高强度的光斑。这种不均匀的功率分布导致唇粘膜轻微运动的测量误差。为了使棱镜上的强度分布均匀化,引入了一个透镜来激发光纤中的更高模式,并改变入射角以抑制由背反射光引起的干涉。这些改进提高了测量的稳定性,体内实验表明,测量的光学吸收与血糖水平密切相关。
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引用次数: 4
Detection of Casimir Radiation from Our Sun 探测来自太阳的卡西米尔辐射
Pub Date : 2019-09-11 DOI: 10.4236/opj.2019.99013
Richard A. Hutchin
This paper extends the previous experimental work on Planck’s constant h and the vacuum field, whose spectrum is determined by h. In particular it adds additional experimental evidence supporting temporal and spatial variations in the vacuum field, including the Sun as a source at 13 sigmas of certainty. The vacuum field has long been a mystery of physics, having enormous theoretical intensity set by Planck’s constant h and yet no obvious physical effect. Hendrick Casimir first proposed that this form of E & M radiation was real in 1948 and suggested an experiment to verify its existence. Over 50 experiments since then have confirmed that this vacuum radiation is real, is a form of electro-magnetic radiation, and varies in time and space over 10:1 in our laboratory compared to its standard QM spectrum. Two other authors have found the fine structure constant α (proportional to 1/h) is varying across the cosmos at up to 4.2 sigma certainty. All these results suggest that the vacuum field (and thus h) varies in time and space. In a previous paper we reported our tunnel diode experimental results as well as the results of six other organizations (including German, Russian and US national labs).The six organizations reported sinusoidal annual variations of 1000 - 3000 ppm (peak-to-valley) in the decay rates of 8 radionuclides over a 20-year span, including beta decay (weak interaction) and alpha decay (strong interaction). All decay rates peaked in January-February and minimized in July-August without any candidate cause suggested. We confirmed that Planck’s constant was the cause by verifying similar variations in Esaki tunnel diode current, which is purely electromagnetic. The combined data from previous strong and weak decays plus our own E & M tunnel data showed similar magnitude and time phasing for strong, weak and E & M interactions, except that the tunnel diode temporal variations were 180 deg out of phase—as we predicted. The logic for this 180 deg phase shift was straight forward. Radioactive decay and electron tunneling both have h in the denominator of the tunneling exponent, but tunnel diodes also have h2 in the numerator of the exponent due to the size of atoms being proportional to h2. This extra h2 makes the exponent proportional to h for electron tunneling instead of proportional to 1/h for strong and weak decay—shifting the annual oscillation for E & M tunnel current by 180 deg. Radioactive decay had a maximum around January-February of each year and a minimum around July-August of each year. Tunnel current (the equivalent to radioactive decay rate) had the opposite—a minimum around January of each year and a maximum around July of each year. This predicted and observed sign flip in the temporal variations between radioactive decay and electron tunneling provides strong evidence that h variations across the Earth’s orbit are the cause of these annual cycles. In this paper we take the next step by verifying whether the Sun and a pote
本文扩展了先前关于普朗克常数h和真空场的实验工作,真空场的光谱由h决定。特别是它增加了额外的实验证据,支持真空场的时空变化,包括太阳作为13西格玛确定性的源。真空场长期以来一直是物理学的一个谜,它具有由普朗克常数h确定的巨大理论强度,但没有明显的物理效应。1948年,亨德里克·卡西米尔首次提出这种形式的电磁辐射是真实存在的,并提出了一个实验来证实它的存在。从那时起,超过50个实验已经证实了这种真空辐射是真实的,是一种电磁辐射,在我们的实验室里,与标准的量子辐射光谱相比,它在时间和空间上的变化超过10:1。另外两位作者发现,精细结构常数α(与1/h成正比)在整个宇宙中以高达4.2西格玛的确定性变化。所有这些结果表明,真空场(以及h)随时间和空间的变化而变化。在之前的一篇论文中,我们报告了我们的隧道二极管实验结果以及其他六个组织(包括德国,俄罗斯和美国国家实验室)的结果。这6个组织报告了8种放射性核素的衰减率在20年期间呈1000 - 3000 ppm(峰谷)的正弦年变化,包括β衰变(弱相互作用)和α衰变(强相互作用)。所有的衰变率在1 - 2月达到顶峰,在7 - 8月降到最低,没有任何可能的原因。我们通过验证Esaki隧道二极管电流的类似变化,证实了普朗克常数是原因,这是纯电磁的。先前强、弱衰变的综合数据加上我们自己的E & M隧道数据显示,强、弱和E & M相互作用的幅度和时间相位相似,除了隧道二极管的时间变化与我们预测的相差180度。这个180度相移的逻辑很简单。放射性衰变和电子隧穿在隧穿指数的分母中都有h,但由于原子的大小与h2成正比,隧道二极管在指数的分子中也有h2。这个额外的h2使得电子隧穿的指数与h成正比,而不是与强和弱衰变成正比的1/h -将E & M隧道电流的年振荡移动了180度。放射性衰变在每年的1 - 2月左右达到最大值,在每年的7 - 8月左右达到最小值。隧道电流(相当于放射性衰变率)的情况正好相反,在每年的1月左右最小,在7月左右最大。在放射性衰变和电子隧穿之间的时间变化中,这种预测和观察到的符号翻转提供了强有力的证据,证明地球轨道上的h变化是这些年周期的原因。在这篇论文中,我们下一步将验证太阳和一个潜在的更遥远的宇宙源是否会辐射真空电磁场,就像所有的恒星都会产生大量的常规电磁辐射一样。我们重新处理了两年的数据,600万个数据点,从我们的隧道二极管实验中寻找隧道电流的昼夜振荡。这里我们假设地球每天有一半的时间阻挡辐射真空场。太阳锁定信号每年有365个周期,宇宙锁定信号每年有366个周期。根据我们两年的数据,这两个信号被一个零信号分开,这个零信号既不锁定在地球上,也不锁定在宇宙中,这使我们能够清楚地区分太阳和宇宙的来源。1)我们发现真空场的太阳锁定变化,在当地中午左右达到峰值,假警报的概率为10-13。其他潜在的原因被仔细检查并排除。2)我们还发现了真空场的宇宙锁定变化,在红超巨星参宿四的赤经处达到峰值,假警报的概率为10-7。宇宙锁定源很容易与太阳源区分开来,因为它们每年有一个额外的周期,在两年的实验中有两个额外的周期。因此它们是独立的傅里叶分量,很容易通过傅里叶变换分离。这两种高概率探测都支持真空场光谱可能在空间和时间上发生变化,并因恒星源而增强。
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引用次数: 1
Laser, Universe and Arrow of Time 激光、宇宙与时间之箭
Pub Date : 2019-08-22 DOI: 10.4236/OPJ.2019.98012
M. Konwar, G. Baruah
We have presented a comparison between the universe and the Laser. In many ways, the physics of laser and the universe are analogous. The root of the analogy is the fact that both laser and early universe depend completely on the quantum nature. We have also presented a simple analogous example of the growth of a flower at successive stages of development and shown how the arrow of time may be represented in these cases.
我们对宇宙和激光进行了比较。在许多方面,激光物理学和宇宙物理学是相似的。这个类比的根源是激光和早期宇宙都完全依赖于量子性质。我们还展示了一个简单的类似例子,说明了花朵在连续发育阶段的生长,并展示了在这些情况下时间之箭是如何表现的。
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引用次数: 0
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光学与光子学期刊(英文)
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