papers

Publications (21)

quant-ph2026

Propagation dynamics of high-gain vortex beams in symmetry-broken media via forward and backward three-wave mixing

Fan Meng, Hao Zhu, Xin-Yao Huang +1

In recent years, vortex light, a distinctive form of structured light, has attracted considerable attention owing to its unique properties and the rich physical phenomena arising f…

cs.LG2022

TCR-GAN: Predicting tropical cyclone passive microwave rainfall using infrared imagery via generative adversarial networks

Fan Meng, Tao Song, Danya Xu

Tropical cyclones (TC) generally carry large amounts of water vapor and can cause large-scale extreme rainfall. Passive microwave rainfall (PMR) estimation of TC with high spatial…

eess.SP2026

Channel Knowledge Map Reconstruction From Sparse Measurements via Pilot-Anchored Layout-Conditioned Fourier Refinement

Zhonghao Jiu, Fan Meng, Yongming Huang +3

Channel knowledge maps (CKMs) enable environment-aware wireless systems by providing location-specific channel knowledge, but long-term environmental variations, such as constructi…

cs.IT2024

Joint Optimization of Data- and Model-Driven Probing Beams and Beam Predictor

Tianheng Lu, Fan Meng, Zhilei Zhang +3

Hierarchical search in millimeter-wave (mmWave) communications incurs significant beam training overhead and delay, especially in a dynamic environment. Deep learning-enabled beam…

physics.optics2014

Ultrahigh Resolution Spectroscopy Across the Visible to Infrared Spectrum Using Multi-Mode Interference in a Compact Tapered Fiber

Noel H. Wan, Fan Meng, Ren-Jye Shiue +3

Optical spectroscopy is a fundamental tool in numerous areas of science and technology. Much effort has focused on miniaturizing spectrometers, but thus far at the cost of high spe…

q-bio.GN2024

GenoCraft: A Comprehensive, User-Friendly Web-Based Platform for High-Throughput Omics Data Analysis and Visualization

Yingzhou Lu, Minjie Shen, Ling Yue +9

The surge in high-throughput omics data has reshaped the landscape of biological research, underlining the need for powerful, user-friendly data analysis and interpretation tools.…