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相关概念视频

The Quantum-Mechanical Model of an Atom02:45

The Quantum-Mechanical Model of an Atom

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Shortly after de Broglie published his ideas that the electron in a hydrogen atom could be better thought of as being a circular standing wave instead of a particle moving in quantized circular orbits, Erwin Schrödinger extended de Broglie’s work by deriving what is now known as the Schrödinger equation. When Schrödinger applied his equation to hydrogen-like atoms, he was able to reproduce Bohr’s expression for the energy and, thus, the Rydberg formula governing hydrogen spectra.
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Entropy Change in Reversible Processes01:10

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In the Carnot engine, which achieves the maximum efficiency between two reservoirs of fixed temperatures, the total change in entropy is zero. The observation can be generalized by considering any reversible cyclic process consisting of many Carnot cycles. Thus, it can be stated that the total entropy change of any ideal reversible cycle is zero.
The statement can be further generalized to prove that entropy is a state function. Take a cyclic process between any two points on a p-V diagram.
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Quantum Numbers02:43

Quantum Numbers

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It is said that the energy of an electron in an atom is quantized; that is, it can be equal only to certain specific values and can jump from one energy level to another but not transition smoothly or stay between these levels.
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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.
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First Law: Particles in One-dimensional Equilibrium01:10

First Law: Particles in One-dimensional Equilibrium

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Newton's first law of motion states that a body at rest remains at rest, or if in motion, remains in motion at constant velocity, unless acted on by a net external force. It also states that there must be a cause for any change in velocity (a change in either magnitude or direction) to occur. This cause is a net external force. For example, consider what happens to an object sliding along a rough horizontal surface. The object quickly grinds to a halt, due to the net force of friction. If...
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First Law: Particles in Two-dimensional Equilibrium01:18

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Recall that a particle in equilibrium is one for which the external forces are balanced. Static equilibrium involves objects at rest, and dynamic equilibrium involves objects in motion without acceleration; but it is important to remember that these conditions are relative. For instance, an object may be at rest when viewed from one frame of reference, but that same object would appear to be in motion when viewed by someone moving at a constant velocity.
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相关实验视频

Updated: Jun 27, 2025

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
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纠数据在量子机器学习中的过渡作用.

Xinbiao Wang1,2,3, Yuxuan Du4,5, Zhuozhuo Tu6

  • 1Institute of Artificial Intelligence, School of Computer Science, Wuhan University, Hubei, 430072, China.

Nature communications
|May 2, 2024
PubMed
概括

量子机器学习 (QML) 中的纠数据可以减少许多测量的错误,但可能会增加一些测量的错误. 这一发现指导了量子计算的QML协议设计.

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科学领域:

  • 量子计算是一种量子计算.
  • 量子机器学习 (QML) 是一种

背景情况:

  • 纠是量子计算中的一个关键资源.
  • 之前的研究表明,纠减少了用于学习量子力学的QML训练数据大小.
  • 缺乏对纠对QML性能影响的分析理解.

研究的目的:

  • 建立一个量子无免费午餐 (NFL) 定理,用于使用纠数据学习量子动力学.
  • 分析纠度对QML预测错误的双重影响.

主要方法:

  • 开发了一个量子无免费午餐 (NFL) 定理.
  • 在QML模型中分析了纠度,测量数量和预测错误之间的关系.

主要成果:

  • 纠的数据对预测错误有双重影响,这取决于测量次数.
  • 足够的测量:纠增加减少了预测错误或训练数据大小.
  • 测量有限:高纠可以增加预测误差.

结论:

  • 纠对QML性能的影响是微妙的,取决于测量可用性.
  • 结果为设计用于早期量子计算机的QML协议提供了指导.
  • 强调在QML研究中考虑测量约束的重要性.