activity
20202025
most citedRecognizing three-dimensional phase images with deep learning

19 citations · 41 across the 7 of their papers we have counts for

collaborators

7 papers

physics.optics2025★ 1 cited

Topological Phase Transition and Geometrical Frustration in Fourier Photonic Simulator

Yuxuan Sun, Weiru Fan, Xingqi Xu +2

XY models with continuous spin orientation play a pivotal role in understanding topological phase transitions and emergent frustration phenomena, such as superconducting and superf…

physics.optics2024★ 17 cited

Deep Learning Enhanced Quantum Holography with Undetected Photons

Weiru Fan, Gewei Qian, Yutong Wang +9

Holography is an essential technique of generating three-dimensional images. Recently, quantum holography with undetected photons (QHUP) has emerged as a groundbreaking method capa…

physics.optics2024

Seeing the Invisible through Speckle Images

Weiru Fan, Xiaobin Tang, Xingqi Xu +5

Scattering obscures information carried by wave by producing a speckle pattern, posing a common challenge across various fields, including microscopy and astronomy. Traditional met…

eess.IV2024

General Intelligent Imaging and Uncertainty Quantification by Deterministic Diffusion Model

Weiru Fan, Xiaobin Tang, Yiyi Liao +1

Computational imaging is crucial in many disciplines from autonomous driving to life sciences. However, traditional model-driven and iterative methods consume large computational p…

cond-mat.dis-nn2023

Programmable Photonic Simulator for Spin Glass Models

Weiru Fan, Yuxuan Sun, Xingqi Xu +3

Spin glasses featured by frustrated interactions and metastable states have important applications in chemistry, material sciences and artificial neural networks. However, the solu…

physics.optics2021★ 19 cited

Recognizing three-dimensional phase images with deep learning

Weiru Fan, Tianrun Chen, Xingqi Xu +6

Optical phase contains key information for biomedical and astronomical imaging. However, it is often obscured by layers of heterogeneous and scattering media, which render optical…

physics.optics2020★ 4 cited

Second Harmonic Imaging Enhanced by Deep Learning Decipher

Weiru Fan, Tianrun Chen, Eddie Gil +4

Wavefront sensing and reconstruction are widely used for adaptive optics, aberration correction, and high-resolution optical phase imaging. Traditionally, interference and/or micro…