EllipsoNet: Deep-learning-enabled optical ellipsometry for complex thin films

no code implementations • 11 Oct 2022 • Ziyang Wang, Yuxuan Cosmi Lin, Kunyan Zhang, Wenjing Wu, Shengxi Huang

Optical spectroscopy is indispensable for research and development in nanoscience and nanotechnology, microelectronics, energy, and advanced manufacturing.

Accurate Virus Identification with Interpretable Raman Signatures by Machine Learning

no code implementations • 5 Jun 2022 • Jiarong Ye, Yin-Ting Yeh, Yuan Xue, Ziyang Wang, Na Zhang, He Liu, Kunyan Zhang, RyeAnne Ricker, Zhuohang Yu, Allison Roder, Nestor Perea Lopez, Lindsey Organtini, Wallace Greene, Susan Hafenstein, Huaguang Lu, Elodie Ghedin, Mauricio Terrones, Shengxi Huang, Sharon Xiaolei Huang

We present such a machine learning approach for analyzing Raman spectra of human and avian viruses.

BIG-bench Machine Learning