Shen Che-Yung, Li Jingxi, Gan Tianyi, Li Yuhang, Jarrahi Mona, Ozcan Aydogan
Electrical and Computer Engineering Department, University of California, Los Angeles, CA, USA.
Bioengineering Department, University of California, Los Angeles, CA, USA.
Nat Commun. 2024 Jun 11;15(1):4989. doi: 10.1038/s41467-024-49304-y.
Optical phase conjugation (OPC) is a nonlinear technique used for counteracting wavefront distortions, with applications ranging from imaging to beam focusing. Here, we present a diffractive wavefront processor to approximate all-optical phase conjugation. Leveraging deep learning, a set of diffractive layers was optimized to all-optically process an arbitrary phase-aberrated input field, producing an output field with a phase distribution that is the conjugate of the input wave. We experimentally validated this wavefront processor by 3D-fabricating diffractive layers and performing OPC on phase distortions never seen during training. Employing terahertz radiation, our diffractive processor successfully performed OPC through a shallow volume that axially spans tens of wavelengths. We also created a diffractive phase-conjugate mirror by combining deep learning-optimized diffractive layers with a standard mirror. Given its compact, passive and multi-wavelength nature, this diffractive wavefront processor can be used for various applications, e.g., turbidity suppression and aberration correction across different spectral bands.
光学相位共轭(OPC)是一种用于抵消波前畸变的非线性技术,其应用范围从成像到光束聚焦。在此,我们展示了一种衍射波前处理器,用于近似全光学相位共轭。利用深度学习,一组衍射层被优化,以全光学方式处理任意相位畸变的输入场,产生一个输出场,其相位分布是输入波的共轭。我们通过3D制造衍射层并在训练期间从未见过的相位畸变上执行OPC,对该波前处理器进行了实验验证。利用太赫兹辐射,我们的衍射处理器成功地通过一个轴向跨越数十个波长的浅体积执行了OPC。我们还通过将深度学习优化的衍射层与标准反射镜相结合,创建了一个衍射相位共轭镜。鉴于其紧凑、无源和多波长的特性,这种衍射波前处理器可用于各种应用,例如,跨不同光谱带的浊度抑制和像差校正。