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使用BFGS算法在光学微谐振器中实现高保真谐波产生。

High-Fidelity Harmonic Generation in Optical Micro-Resonators Using BFGS Algorithm.

作者信息

Aşırım Özüm Emre, Yolalmaz Alim, Kuzuoğlu Mustafa

机构信息

Department of Electrical and Electronics Engineering, Middle East Technical University, 06800 Ankara, Turkey.

Micro and Nanotechnology Program, Middle East Technical University, 06800 Ankara, Turkey.

出版信息

Micromachines (Basel). 2020 Jul 15;11(7):686. doi: 10.3390/mi11070686.

Abstract

Harmonic generation is an attractive research field that finds a variety of application areas. However, harmonic generation within a medium of micron-scale interaction length limits the magnitude of nonlinear coupling and leads to poor harmonic generation efficiency. In this study, we present a constrained non-linear programming approach based on the Quasi-Newton Broyden-Fletcher-Goldfarb-Shanno (BFGS) algorithm to obtain high-fidelity harmonic generation in optical micro-resonators. Using this approach, one can achieve high-intensity harmonic generation in a simple Fabry-Perot type optical micro-resonator. The generation of super-intense harmonics at a typical ultraviolet (UV)-ablation frequency of 820 THz and at pure yellow-light (515 THz) is investigated in particular. Moreover, we achieved more than 98% accuracy compared to well-known theoretical results. Our approach enables the design of highly efficient microscale harmonic generators to be used in integrated photonic devices.

摘要

谐波产生是一个具有吸引力的研究领域,有着广泛的应用领域。然而,在微米级相互作用长度的介质内产生谐波会限制非线性耦合的强度,并导致谐波产生效率低下。在本研究中,我们提出了一种基于拟牛顿布罗伊登-弗莱彻-戈德法布-香农(BFGS)算法的约束非线性规划方法,以在光学微谐振器中实现高保真谐波产生。使用这种方法,可以在简单的法布里-珀罗型光学微谐振器中实现高强度谐波产生。特别研究了在典型的820太赫兹紫外(UV)烧蚀频率和纯黄光(515太赫兹)下超强谐波的产生。此外,与著名的理论结果相比,我们实现了超过98%的准确率。我们的方法能够设计出用于集成光子器件的高效微尺度谐波发生器。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7fac/7408091/e43a432ba812/micromachines-11-00686-g001.jpg

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