快速自动光纤合使用全球优化算法接近实验效率极限
Hao Zhang1,2, Zun Yang1,2, Jun Huang1,2
1State Key Laboratory of Quantum Optics Technologies and Devices, Shanxi University, Taiyuan, Shanxi 030006, People's Republic of China.
The Review of scientific instruments
|February 10, 2026
概括
使用贝叶斯优化的自动光纤合在不到10秒内实现了超过93%的效率. 这种高精度对齐对于在狭窄空间中的先进激光应用至关重要.
科学领域:
- 光学和光子学 在光学和光子学.
- 量子技术 量子技术 是一个量子技术.
- 精确度测量 精确度测量 精确度测量
背景情况:
- 高质量的激光模式对于量子计算和精度测量至关重要.
- 光纤对于长距离传输激光和创建强大的实验设置至关重要.
- 高效的激光-光纤合是光学实验中的关键瓶,特别是在封闭或真空环境中.
研究的目的:
- 调查和比较光纤光学自动激光合算法.
- 开发一种可重复和高精度的光纤对齐解决方案,用于具有挑战性的环境.
- 使用自动化方法实现最大的合效率.
主要方法:
- 对自动合算法的实验研究.
- 代扫描和全球优化方法的比较.
- 贝叶斯优化与多维控制和高精度执行的应用.
主要成果:
- 贝叶斯优化实现了超过93%的合效率.
- 自动合过程在不到10秒内完成.
- 证明了可重复和高精度的纤维对齐.
结论:
- 使用贝叶斯优化的自动光纤对齐为激光合提供了强大的解决方案.
- 这种方法显著提高了在狭窄空间中的光学实验的效率和实用性.
- 开发的算法为各种各样的全光学应用提供可靠的光纤对齐.
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