66 citations · 71 across the 3 of their papers we have counts for
3 papers
physics.chem-ph2025
Machine Learning Integrated Near-Infrared Surface-Enhanced Raman Spectroscopy for Accurate Strain-Level Virus Identification
Na Zhang, Ziyang Wang, Xielin Wang +20
Strain-level identification of viruses is critical for effective public health responses to potential outbreaks, yet current diagnostic methods often lack the necessary speed or se…
physics.optics2022★ 5 cited
EllipsoNet: Deep-learning-enabled optical ellipsometry for complex thin films
Ziyang Wang, Yuxuan Cosmi Lin, Kunyan Zhang +2
Optical spectroscopy is indispensable for research and development in nanoscience and nanotechnology, microelectronics, energy, and advanced manufacturing. Advanced optical spectro…
q-bio.QM2022★ 66 cited
Accurate Virus Identification with Interpretable Raman Signatures by Machine Learning
Jiarong Ye, Yin-Ting Yeh, Yuan Xue +16
Rapid identification of newly emerging or circulating viruses is an important first step toward managing the public health response to potential outbreaks. A portable virus capture…