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相关概念视频

Generating Electromagnetic Radiations01:10

Generating Electromagnetic Radiations

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The German physicist Heinrich Hertz (1857–1894) was the first to generate and detect certain types of electromagnetic waves in the laboratory. Starting in 1887, he performed a series of experiments that confirmed the existence of electromagnetic waves and verified that they travel at the speed of light. Hertz used an alternating-current RLC (resistor-inductor-capacitor) circuit that resonated at a known frequency and connected it to a loop of wire. High voltages induced across the gap in...
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Generator Voltage Control01:21

Generator Voltage Control

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Generator voltage control is crucial for maintaining the stable operation of synchronous generators and wind turbines. In older models, a DC generator driven by the rotor delivers DC power to the rotor's field winding, and the power is transferred through slip rings and brushes. In the latest models, static or brushless exciters are used. Static exciters rectify AC power from the generator terminals and then transfer the DC power directly to the rotor. Brushless exciters, on the other hand,...
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Control Volume and System Representations01:16

Control Volume and System Representations

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Two key frameworks are employed to analyze mass, energy, and momentum transfer: the control volume approach and the system approach. These frameworks offer different perspectives, depending on whether the focus is on a specific region in space (control volume approach) or a defined mass of fluid (system approach).
The control volume approach considers a stationary region in space through which fluid flows. This region is bounded by a control surface.  For instance, in the case of water...
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Ampere-Maxwell's Law: Problem-Solving01:17

Ampere-Maxwell's Law: Problem-Solving

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A parallel-plate capacitor with capacitance C, whose plates have area A and separation distance d, is connected to a resistor R and a battery of voltage V. The current starts to flow at t = 0. What is the displacement current between the capacitor plates at time t? From the properties of the capacitor, what is the corresponding real current?
To solve the problem, we can use the equations from the analysis of an RC circuit and Maxwell's version of Ampère's law.
For the first part of...
545
Carrier Generation and Recombination01:22

Carrier Generation and Recombination

521
Carrier generation is the process by which electron-hole pairs (EHPs) are created within the semiconductor. In direct-bandgap semiconductors, such as gallium arsenide (GaAs), this occurs efficiently when energy absorption prompts valence electrons to leap into the conduction band, leaving behind holes.
This process is given by the generation rate G and is efficient due to the conservation of momentum between the valence band maximum and conduction band minimum.
Indirect generation involves an...
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State Space Representation01:27

State Space Representation

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The frequency-domain technique, commonly used in analyzing and designing feedback control systems, is effective for linear, time-invariant systems. However, it falls short when dealing with nonlinear, time-varying, and multiple-input multiple-output systems. The time-domain or state-space approach addresses these limitations by utilizing state variables to construct simultaneous, first-order differential equations, known as state equations, for an nth-order system.
Consider an RLC circuit, a...
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Updated: Jun 6, 2025

Generation and Coherent Control of Pulsed Quantum Frequency Combs
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走向透明和可控制的量子生成模型

Jinkai Tian1, Wenjing Yang2

  • 1Intelligent Game and Decision Lab, Beijing 100071, China.

Entropy (Basel, Switzerland)
|November 27, 2024
PubMed
概括
此摘要是机器生成的。

我们引入模型倒置,使量子生成模型更易于理解和控制. 这种方法将量子状态追溯到它们的输入,改善了量子化学和材料科学中的应用.

关键词:
自动编码器自动编码器可解释的人工智能量子神经网络是一个量子神经网络.

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相关实验视频

Last Updated: Jun 6, 2025

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Quantum State Engineering of Light with Continuous-wave Optical Parametric Oscillators
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科学领域:

  • 量子计算是一种量子计算.
  • 人工智能的人工智能是人工智能.

背景情况:

  • 量子生成模型显示了量子化学,材料科学和优化方面的潜力.
  • 一个主要的局限性是它们缺乏解释性,阻碍了实际应用.

研究的目的:

  • 引入模型反转,以提高量子生成模型的可解释性和可控制性.
  • 为了建立潜在变量和生成的量子状态之间的联系.

主要方法:

  • 开发并将模型逆转技术应用于量子生成模型.
  • 利用模型反转来分析生成哈密尔顿基本状态的模型,包括横场Ising模型 (TFIM).

主要成果:

  • 在不需要模型再培训的情况下实现了可解释性控制.
  • 在不同的量子阶段中,证明了生成量子状态的准确指导.
  • 成功追溯生成的量子状态回到它们的潜变量.

结论:

  • 模型倒置显著提高了量子生成模型的透明度和微调能力.
  • 这一框架弥合了理论量子模型和在药物发现和材料设计等领域的实际应用之间的差距.