通过动态更新率策略,提高拓优化的模式转换器中的计算效率
Pengfei Cao1, Ning Duan2, Zhikai Zhao3
1School of Information Science and Engineering, Lanzhou University, Lanzhou, 730000, China. caopf@lzu.edu.cn.
Scientific reports
|November 7, 2024
概括
一种新的设计方法,即更新速率的动态调整 (DAUR),显著加快了为大数据应用程序创建紧,高性能模式转换器的速度. 这种方法可以减少80%的计算时间,同时保持出色的性能.
科学领域:
- 光子学是指光子学的使用方法.
- 光学工程是指光学工程.
- 计算电磁学 计算机电磁学
背景情况:
- 在大数据时代,模式分割多路化 (MDM) 对于扩大道容量至关重要.
- 开发紧,高性能模式转换器对于并行数据处理至关重要.
- 模式转换器的传统设计方法受到计算复杂性和低效的困扰.
研究的目的:
- 为模式转换器引入一种新的拓优化设计方法.
- 为了解决传统设计方法的计算效率低下的问题.
- 为了加速小型和高性能模式转换器的设计过程.
主要方法:
- 实现一个动态调整更新速率 (DAUR) 拓优化方法.
- 作为概念验证,设计和模拟一个超紧的双模式转换器.
- 与传统的反向设计算法进行比较分析.
主要成果:
- 与传统方法相比,DAUR方法实现了80%的计算时间缩短.
- 设计的双模式转换器是超紧的 (1.4μm × 1.4μm),插入损耗<0.68 dB (15251575 nm).
- 模拟的模式间交声在40纳米带宽下低于-24dB.
结论:
- 达尔 (DAUR) 方法为设计模式转换器提供了一种更高效和有效的方法.
- 这种方法简化了设计过程,减少了对资源的投资.
- 它可以探索更复杂的微纳米光子结构.
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