activity
20172026
most citedLearning to decompose the modes in few-mode fibers with deep convolutional neural network

169 citations · 306 across the 11 of their papers we have counts for

collaborators

13 papers

physics.optics2026

Calibration-Free Broadband Reconstructive Spectrometer based on Conical Phase Modulation

Junrui Liang, Zhongming Huang, Yanting Guo +6

Reconstructive spectrometers (RSs) shift spectral analysis from hardware-heavy dispersion to encoding-decoding schemes. In the speckle-based RSs, spectra are encoded into disordere…

physics.optics2026

Quantitative spin-orbit engineering enables subwavelength-scale programmable polarization states for versatile photonic functionalities

Shuaijie Yuan, Xuefeng Zhang, Jin Yang +7

Precise and programmable control of optical polarization provides a versatile vectorial degree of freedom for light-matter interaction and optical information encoding. Existing po…

physics.optics2025

Femtosecond low-threshold all-optical switching enabled by giant broadband optical nonlinearity from heteroatom doping

Xuefeng Zhang, Zhongquan Nie, Jinhai Zou +9

Ultrafast all-optical switching (AOS) is pivotal for advancing integrated photonic devices, from high-speed photonic information processing to next generation all-optical computing…

physics.optics2024★ 1 cited

Lensless speckle reconstructive spectrometer via physics-aware neural network

Junrui Liang, Min Jiang, Zhongming Huang +8

The speckle field yielded by disordered media is extensively employed for spectral measurements. Existing speckle reconstructive spectrometers (RSs) implemented by neural networks…

physics.optics2020★ 24 cited

3 kW passive-gain-enabled metalized Raman fiber amplifier based on passive gain

Yizhu Chen, Tianfu Yao, Hu Xiao +2

Raman fiber lasers (RFLs) are currently promising and versatile light sources for a variety of applications. So far, operations of high power and brightness-enhanced RFLs have abso…

physics.optics2019

Preliminary study on the modal decomposition of Hermite Gaussian beams via deep learning

Yi An, Tianyue Hou, Jun Li +4

The Hermite-Gaussian (HG) modes make up a complete and orthonormal basis, which have been extensively used to describe optical fields. Here, we demonstrate, for the first time to o…

eess.IV2019★ 31 cited

Deep learning enabled superfast and accurate M^2 evaluation for fiber beams

Yi An, Jun Li, Liangjin Huang +3

We introduce deep learning technique to predict the beam propagation factor M^2 of the laser beams emitting from few-mode fiber for the first time, to the best of our knowledge. Th…

physics.optics2018★ 1 cited

Pure passive fiber enabled highly efficient Raman fiber amplifier with record kilowatt power

Yizhu Chen, Jinyong Leng, Hu Xiao +2

Kilowatt-level high efficiency all-fiberized Raman fiber amplifier based on pure passive fiber is proposed for the first time in this paper. The laser system is established on mast…

eess.SP2018★ 169 cited

Learning to decompose the modes in few-mode fibers with deep convolutional neural network

Yi An, Liangjin Huang, Jun Li +3

We introduce deep learning technique to perform complete mode decomposition for few-mode optical fiber for the first time. Our goal is to learn a fast and accurate mapping from nea…

physics.optics2018

Optical rogue wave in random distributed feedback fiber laser

Jiangming Xu, Jian Wu, Jun Ye +4

The famous demonstration of optical rogue wave (RW)-rarely and unexpectedly event with extremely high intensity-had opened a flourishing time for temporal statistic investigation a…

physics.optics2017

Self-started stable pulsing operation of random fiber laser

Jiangming Xu, Jun Ye, Hanwei Zhang +5

Unlike traditional fiber laser with defined resonant cavity, random fiber laser (RFL), whose operation is based on distributed gain and feedback via Rayleigh scattering and stimula…

physics.optics2017★ 9 cited

High power highly stable passively Q-switched fiber laser based on monolayer graphene

Hanshuo Wu, Jiaxin Song, Jian Wu +4

We demonstrate a monolayer graphene based passively Q-switched fiber laser with three-stage amplifiers that can deliver over 80 W average power at 1064 nm. The highest average powe…

physics.optics2017★ 71 cited

Incoherently pumped high-power linearly-polarized single-mode random fiber laser: experimental investigations and theoretical prospects

Jiangming Xu, Zhaokai Lou, Jun Ye +5

We present a hundred-watt-level linearly-polarized random fiber laser (RFL) pumped by incoherent broadband amplified spontaneous emission (ASE) source and prospect the power scalin…