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Consider a polar dielectric placed in an external field. In such a dielectric, opposite charges on adjacent dipoles neutralize each other, such that the net charge within the dielectric is zero. When a polar dielectric is inserted in between the capacitor plates, an electric field is generated due to the presence of net charges near the edge of the dielectric and the metal plates interface. Since the external electrical field merely aligns the dipoles, the dielectric as a whole is neutral. An...
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在复杂网络上,高斯水平集透.

Reimer Kühn1

  • 1Department of Mathematics, <a href="https://ror.org/0220mzb33">King's College London</a>, Strand, London WC2R 2LS, United Kingdom.

Physical review. E
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概括
此摘要是机器生成的。

我们用空腔方法解决了复杂网络上的多变量高斯定数的水平设定透. 这种方法确定了局部透概率,揭示了与节点变异和网络结构的相关性.

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科学领域:

  • 统计物理学的统计物理.
  • 网络科学 网络科学
  • 复杂的系统复杂的系统.

背景情况:

  • 在理解复杂系统中的相位过渡时,水平设置透至关重要.
  • 网络上的多变量高斯数是使用加权图拉普拉西亚模型.
  • 洞穴和消息传递方法为分析网络属性提供了强大的工具.

研究的目的:

  • 开发一种解决方案,用于复杂网络上的多变量高斯函数的水平设置透.
  • 用空腔方法确定局部变化的透概率.
  • 分析临界透值及其对网络结构和高斯特性的依赖.

主要方法:

  • 采用空腔或消息传递方法来解决水平设置透问题.
  • 临界透值 (h_c) 由加权非回溯矩阵的最大自值确定.
  • 对埃尔多斯-雷尼网络,权力法分布式网络和随机正则图进行了分析.

主要成果:

  • 实现了局部变化的透概率的自我一致的确定.
  • 在多变量高斯方程的单节点变量和局部透概率之间发现了强烈的相关性.
  • 对不同的网络类型和边缘权重方案分析了临界透值的行为.

结论:

  • 腔法为复杂网络上的水平设置透提供了有效的解决方案.
  • 网络拓和高斯特征显著影响透行为.
  • 该研究提供了关于统计力学和网络科学之间的相互作用的见解.