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20172023
most citedOn the use of deep learning for phase recovery

235 citations · 273 across the 6 of their papers we have counts for

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physics.optics2023

Neural Lithography: Close the Design-to-Manufacturing Gap in Computational Optics with a 'Real2Sim' Learned Photolithography Simulator

Cheng Zheng, Guangyuan Zhao, Peter T. C. So

We introduce neural lithography to address the 'design-to-manufacturing' gap in computational optics. Computational optics with large design degrees of freedom enable advanced func…

physics.optics2023★ 235 cited

On the use of deep learning for phase recovery

Kaiqiang Wang, Li Song, Chutian Wang +8

Phase recovery (PR) refers to calculating the phase of the light field from its intensity measurements. As exemplified from quantitative phase imaging and coherent diffraction imag…

physics.optics2023★ 10 cited

High-performance real-world optical computing trained by in situ gradient-based model-free optimization

Guangyuan Zhao, Xin Shu, Renjie Zhou

Optical computing systems provide high-speed and low-energy data processing but face deficiencies in computationally demanding training and simulation-to-reality gaps. We propose a…

physics.optics2018★ 2 cited

3D super-resolved multi-angle TIRF via polarization modulation

Cheng Zheng, Guangyuan Zhao, Wenjie Liu +6

Measuring the three dimension nanoscale organization of protein or cellular structures is challenging, especially when the structure is dynamic. Owing to the informative total inte…

physics.optics2017★ 26 cited

Nonlinear focal modulation microscopy

Guangyuan Zhao, Cheng Zheng, Cuifang Kuang +8

Here we report nonlinear focal modulation microscopy (NFOMM) to achieve super-resolution imaging. Abandoning the previous persistence on minimizing the size of Gaussian emission pa…

physics.optics2017

Saturated absorption competition microscopy

Guangyuan Zhao, Mohammad M Kabir, Kimani C. Toussaint +4

We introduce the concept of saturated absorption competition (SAC) microscopy as a means of providing sub-diffraction spatial resolution in fluorescence imaging. Unlike the post-co…