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相关概念视频

Detection of Black Holes01:10

Detection of Black Holes

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Although black holes were theoretically postulated in the 1920s, they remained outside the domain of observational astronomy until the 1970s.
Their closest cousins are neutron stars, which are composed almost entirely of neutrons packed against each other, making them extremely dense. A neutron star has the same mass as the Sun but its diameter is only a few kilometers. Therefore, the escape velocity from their surface is close to the speed of light.
Not until the 1960s, when the first neutron...
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Uniform Depth Channel Flow01:27

Uniform Depth Channel Flow

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Uniform depth channel flow keeps fluid depth consistent along channels such as irrigation canals. In natural channels, such as rivers, approximate uniform flow is often assumed. This condition occurs when the channel’s bottom slope matches the energy slope, balancing potential energy lost from gravity with head loss due to shear stress. This balance prevents depth changes along the channel length, resulting in a steady, uniform flow.Uniform flow in open channels with a constant cross-section...
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Uniform Depth Channel Flow: Problem Solving01:18

Uniform Depth Channel Flow: Problem Solving

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To calculate the flow rate for a trapezoidal channel, first, identify the bottom width, side slope, and flow depth of the channel. The cross-sectional area (A) corresponding to the depth of flow (y), channel bottom width (B), and side slope (θ) is determined by:Next, calculate the wetted perimeter, which includes the bottom width and the sloped side lengths in contact with the water. Using the values of the cross-sectional area and the wetted perimeter, determine the hydraulic radius by...
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Electromagnetic Fields01:30

Electromagnetic Fields

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Electric fields generated by static charges, often referred to as electrostatic fields, are characteristically different from electric fields created by time-varying magnetic fields. While the former is a conservative field, implying that no net work is done on a test charge if it goes around in a complete loop in the field, the latter is, by definition, not a conservative field; net work is done, and it is proportional to the rate of change of magnetic flux.
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Electromagnetic Waves01:30

Electromagnetic Waves

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James Clerk Maxwell formulated a single theory combining all the electric and magnetic effects scientists knew during that time, calling the phenomena his theory predicted “Electromagnetic waves”. He brought together all the work that had been done by brilliant physicists such as Oersted, Coulomb, Gauss, and Faraday and added his own insights to develop the overarching theory of electromagnetism. Maxwell’s equations, combined with the Lorentz force law, encompass all the laws...
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Divergence and Curl of Magnetic Field01:26

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The magnetic field due to a volume current distribution given by the Biot–Savart Law can be expressed as follows:
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通过基于深度学习的高分辨率圆 vortex 模式进行加密信息传输.

Tongai Li, Yaling Yin, Quanli Gu

    Optics express
    |August 13, 2025
    PubMed
    概括

    这项研究引入了一种改进的ResNet,用于准确识别圆 vortex 束属性,这对于先进的光通信至关重要. 该方法在检测拓电荷和圆性方面实现了高精度,提高了数据传输能力.

    科学领域:

    • 光学物理学的光学物理.
    • 信息光学是一种信息光学.
    • 机器学习应用程序 机器学习应用程序

    背景情况:

    • 圆 vortex 束具有两个自由度:拓电荷和圆性.
    • 这些特性提高了信息传输能力和光通信中的处理.
    • 准确检测这些属性对于实现圆波束的全部潜力至关重要.

    研究的目的:

    • 开发一种准确的方法来识别圆波束的拓电荷和圆性.
    • 在一个实际的光通信系统中证明拟议方法的有效性.

    主要方法:

    • 开发了基于卷积神经网络的改进ResNet架构.
    • 该方法经过训练,以识别圆波束的高分辨率干扰模式.
    • 在数据传输测试中使用了圆旋波束多重化加密系统.

    主要成果:

    • ResNet 实现了 88.12% 的拓电荷识别精度 (分辨率 0.01) 和 99.85% 的圆度 (分辨率 0.1).
    • 使用圆 vortex 束系统的图像传输显示了高精度 (99.64%的猫图像在 0.1 拓电荷分辨率).

    结论:

    • 拟议的基于ResNet的方法可以准确检测圆波束的自由度.

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  • 这种方法对利用轨道角动量的自由空间光学通信具有重大意义.
  • 这些发现为圆 vortex 束的操纵和应用提供了新的视角.