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相关概念视频

Maxwell-Boltzmann Distribution: Problem Solving01:20

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Individual molecules in a gas move in random directions, but a gas containing numerous molecules has a predictable distribution of molecular speeds, which is known as the Maxwell-Boltzmann distribution, f(v).
This distribution function f(v) is defined by saying that the expected number N (v1,v2) of particles with speeds between v1 and v2 is given by
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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...
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The Quantum-Mechanical Model of an Atom02:45

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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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Ampere's Law: Problem-Solving01:31

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Ampere's law states that for any closed looped path, the line integral of the magnetic field along the path equals the vacuum permeability times the current enclosed in the loop. If the fingers of the right hand curl along the direction of the integration path, the current in the direction of the thumb is considered positive. The current opposite to the thumb direction is considered negative.
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Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving01:29

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Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
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Salt particles that have dissolved in water never spontaneously come back together in solution to reform solid particles. Moreover, a gas that has expanded in a vacuum remains dispersed and never spontaneously reassembles. The unidirectional nature of these phenomena is the result of a thermodynamic state function called entropy (S). Entropy is the measure of the extent to which the energy is dispersed throughout a system, or in other words, it is proportional to the degree of disorder of a...
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Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
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一个量子启发的概率素因数分解,基于虚连接的博尔兹曼机器和概率化.

Hyundo Jung1, Hyunjin Kim2, Woojin Lee2

  • 1Korea University, Seoul, Korea. guseh7274@gmail.com.

Scientific reports
|September 27, 2023
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概括

本研究介绍了一种使用概率计算的新型素因子化机器,显著减少了对复杂计算的硬件需求和采样操作. 这一进步为解决具有挑战性的计算问题提供了更有效的方法.

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科学领域:

  • * 计算科学与工程 * 计算科学与工程
  • * 新兴的计算范式

背景情况:

  • *概率计算利用概率位 (p-bit) 来增强计算能力,特别是在非确定性多项式搜索中.
  • *以前的p-bit实现模仿量子计算机,需要过多的硬件资源和大量的采样操作,从而限制了Ising机器的性能.
  • *传统的模拟回火方案也因广泛的采样要求而遭受性能恶化.

研究的目的:

  • * 开发一台更高效的素因子分解机,降低硬件复杂性和采样操作.
  • * 克服现有的概率计算和模拟化方法的局限性,用于因子化任务.

主要方法:

  • * 引入了一台使用虚连接的博尔茨曼机器的素因数分解机.
  • *利用了一种新的概率回火方法,旨在提高效率.
  • * 实施设计为减少复杂性和采样需求的硬件.

主要成果:

  • *成功对从10位到64位的数进行了素因子分解.
  • *与以前的因数分解机相比,采样操作数量提高了1.2 × 10^8倍.
  • * 证明所需的硬件资源减少了22倍.

结论:

  • *开发的质量分解机在效率和硬件资源利用方面提供了显著的改进.
  • *本书提出了一种可行且优化的方法,用于使用概率计算来解决复杂的因子分解问题.
  • *新的架构和回火方法为更实用和可扩展的概率计算应用铺平了道路.