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相关概念视频

Vector Algebra: Graphical Method01:10

Vector Algebra: Graphical Method

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Vectors can be multiplied by scalars, added to other vectors, or subtracted from other vectors. The vector sum of two (or more) vectors is called the resultant vector or, for short, the resultant.
We use the laws of geometry to construct resultant vectors, followed by trigonometry to find vector magnitudes and directions. For a geometric construction of the sum of two vectors in a plane, we follow the parallelogram rule. Suppose two vectors are at arbitrary positions. Translate either one of...
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Sequence Networks of Rotating Machines01:24

Sequence Networks of Rotating Machines

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A Y-connected synchronous generator, grounded through a neutral impedance, is designed to produce balanced internal phase voltages with only positive-sequence components. The generator's sequence networks include a source voltage that is exclusively in the positive-sequence network. The sequence components of line-to-ground voltages at the generator terminals illustrate this configuration.
Zero-sequence current induces a voltage drop across the generator's neutral impedance and other...
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Ogive Graph01:07

Ogive Graph

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An ogive graph is sometimes called a cumulative frequency polygon. It is one type of frequency polygon that shows cumulative frequency. In other words, the cumulative percentages are added to the graph from left to right. An ogive graph plots cumulative frequency on the vertical y-axis and class boundaries along the horizontal x-axis. It’s very similar to a histogram; only instead of rectangles, an ogive displays a single point where the top right of the rectangle would be. Creating this...
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Protein Networks02:26

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An organism can have thousands of different proteins, and these proteins must cooperate to ensure the health of an organism. Proteins bind to other proteins and form complexes to carry out their functions. Many proteins interact with multiple other proteins creating a complex network of protein interactions.
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pV-Diagrams01:18

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The pV diagram, which is a graph of pressure versus volume of the gas under study, is helpful in describing certain aspects of the substance. When the substance behaves like an ideal gas, the ideal gas equation describes the relationship between its pressure and volume. On a pV diagram, it is common to plot an isotherm, which is a curve showing p as a function of V with the number of molecules and the temperature fixed. Then, for an ideal gas, the product of the pressure of the gas and its...
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Mesh analysis is a valuable method for simplifying circuit analysis using mesh currents as key circuit variables. Unlike nodal analysis, which focuses on determining unknown voltages, mesh analysis applies Kirchhoff's voltage law (KVL) to find unknown currents within a circuit. This method is particularly convenient in reducing the number of simultaneous equations that need to be solved.
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Updated: Jun 28, 2025

Curation of Computational Chemical Libraries Demonstrated with Alpha-Amino Acids
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创建具有社区结构的超图的框架.

Nicolò Ruggeri1,2, Federico Battiston3, Caterina De Bacco1

  • 1Max Planck Institute for Intelligent Systems, Cyber Valley, 72076 Tübingen, Germany.

Physical review. E
|April 18, 2024
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概括
此摘要是机器生成的。

我们开发了一个灵活的框架来生成合成超图,从而更好地分析具有多个相互作用的复杂系统. 这个工具有助于评估算法和理解现实世界的网络数据.

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相关实验视频

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科学领域:

  • 网络科学 网络科学
  • 数据科学数据科学数据科学
  • 计算数学 计算数学 计算数学

背景情况:

  • 超图对于模拟超出对对关系的多体相互作用的系统至关重要.
  • 现有的生成合成网络数据的方法对于超图是有限的,这阻碍了算法评估和分析.
  • 需要先进的工具来创建现实的合成超图用于研究.

研究的目的:

  • 提出一个灵活和高效的框架来生成合成超图.
  • 为了能够创建具有众多节点和大型超边缘的超图.
  • 允许对社区结构进行规范,并在生成的超图中调整本地统计数据.

主要方法:

  • 开发了一种用于合成超图生成的新框架.
  • 实施控制社区结构的方法 (例如,分类,分类,混合,硬任务).
  • 在生成的超图中启用了各种本地统计数据的调整.

主要成果:

  • 成功生成了许多节点和大型超边缘的合成超图.
  • 证明了框架在采样数据中具有所需社区特征的实用性.
  • 展示了分析社区检测算法和生成结构上类似的现实世界超图的应用.

结论:

  • 拟议的框架克服了合成超图生成的局限性.
  • 它为高阶系统的统计建模提供了实质性的进步.
  • 方便对算法的标准化评估和对复杂的网络系统进行更深入的研究.