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Updated: Sep 16, 2025

Design and Optimization Strategies of a High-Performance Vented Box
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使用机器学习方法对槽波导特征进行参数优化

Yadvendra Singh1, Suraj Jena2, Harish Subbaraman3

  • 1School of Electrical Engineering and Computer Science, Oregon State University, Corvallis, OR, USA. singhy@oregonstate.edu.

Scientific reports
|July 5, 2025
PubMed
概括

机器学习准确地预测了插槽波导的性能. 随机森林模型有效地优化了集成光子学设计,增强了光学放大和切换应用.

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Aluminum has become the material of choice for overhead transmission lines, surpassing copper due to its abundance and cost-effectiveness. The most prevalent type is the aluminum conductor, steel-reinforced (ACSR), which combines aluminum strands around a steel core. Other variants include all-aluminum conductors (AAC), all-aluminum alloy conductors (AAAC), aluminum conductor alloy-reinforced (ACAR), and aluminum-clad steel conductors. Advanced designs, such as aluminum conductors with steel...
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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?
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