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相关概念视频

Reducing Line Loss01:18

Reducing Line Loss

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In a three-phase circuit, line loss is an indicator of energy dissipated as heat due to the resistance of transmission lines. To address this, incorporating transformers into the system—a step-up transformer at the source and a step-down transformer at the load—is a strategic solution. Two three-phase transformers are introduced to improve this.
With a step-up transformer at the source, the voltage is increased, thereby reducing the current in the transmission lines since power loss...
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Relation between Poisson's ratio, Modulus of Elasticity and Modulus of Rigidity01:15

Relation between Poisson's ratio, Modulus of Elasticity and Modulus of Rigidity

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Deformation occurs in axial and transverse directions when an axial load is applied to a slender bar. This deformation impacts the cubic element within the bar, transforming it into either a rectangular parallelepiped or a rhombus, contingent on its orientation. This transformation process induces shearing strain. Axial loading elicits both shearing and normal strains. Applying an axial load instigates equal normal and shearing stresses on elements oriented at a 45° angle to the load axis.
335
End Point Prediction: Gran Plot01:07

End Point Prediction: Gran Plot

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A Gran plot is used to predict the equivalence volume or endpoint of a potentiometric or acid-base titration without reaching the endpoint. Typically, titration data is collected as a function of the titrant's volume up to a point less than the equivalence volume and then transformed into a linear format. The straight line is extended to the x-axis, indicating the necessary titrant volume to achieve the equivalence point.
For potentiometric titration, the Gran plot is created by plotting...
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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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Microtubule Associated Proteins (MAPs)01:42

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Microtubule function and architecture are regulated by an array of specialized proteins called microtubule-associated proteins or MAPs. These proteins are widespread across different organisms and have conserved protein motifs, like the multi-TOG domain for tubulin binding found in the CLASP family of MAPs. Some MAPs are lineage-specific based on their conserved domains. Their functions depend upon the cytoskeletal architecture and cell type they are located within. In-plant cells, a specific...
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Nonlinear systems often require sophisticated approaches for accurate modeling and analysis, with state-space representation being particularly effective. This method is especially useful for systems where variables and parameters vary with time or operating conditions, such as in a simple pendulum or a translational mechanical system with nonlinear springs.
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Modeling the Functional Network for Spatial Navigation in the Human Brain
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压缩规范化动态可以提高链接预测与地图方程在稀疏网络.

Maja Lindström1, Christopher Blöcker2, Tommy Löfstedt3

  • 1Umeå University, Umeå University, Department of Computing Science, MIT-huset, SE-901 87 Umeå, Sweden; Integrated Science Lab, SE-901 87 Umeå, Sweden; and Siftlab AB, Döbelnsgatan 12, SE-113 58 Stockholm, Sweden.

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概括
此摘要是机器生成的。

规范网络社区检测可以提高链接预测的准确性,特别是在稀疏的网络中. 这种增强的方法在不需要超参数调整的情况下优于现有技术.

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Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks
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科学领域:

  • 网络科学 网络科学
  • 数据挖掘是一种数据挖掘.
  • 计算社会科学 计算社会科学

背景情况:

  • 链接预测对于理解各种领域的网络动态至关重要.
  • 社区结构分析是有效预测联系的关键技术.
  • 基于地图方程的标准MapSim,由于完全的观测假设,与稀疏网络作斗争.

研究的目的:

  • 通过解决标准地图方程的局限性,增强稀疏网络中的链接预测.
  • 引入规范化方法,以改善社区检测并减轻不完整网络数据的碎片化.

主要方法:

  • 整合使用贝叶斯估计过渡率的全球规范化方法.
  • 实施三个本地规范化方法,以补充全球方法.
  • 对标准MapSim和现实世界的稀疏网络上最先进的嵌入方法进行规范化MapSim的评估.

主要成果:

  • 规范化的MapSim显著优于标准的MapSim和嵌入方法在极为稀疏的网络上.
  • 提出的方法有效地弥补不完整的观察,并减少虚假的社区碎片化.
  • 全球规范化方法证明了在各种网络密度上卓越的社区检测和链接预测性能.

结论:

  • 规范化技术大大提高了稀疏网络中链接预测的稳定性和准确性.
  • 全球规范化方法为网络分析提供了一个原则性的,高效的,无超参数的解决方案.
  • 这项工作为预测未完整数据的复杂系统中的未来相互作用提供了更可靠的工具.