Publications by authors named "Ziye Xiong"
A trade-off between the carrier concentration and carrier mobility is an inherent problem of traditional transparent conducting oxide (TCO) films. In this study, we demonstrate that the electron concentration of TCO films can be increased without deteriorating the carrier mobility by embedding Ag nanoparticles (NPs) into Al-doped ZnO (AZO) films. An increment of Ag NP content up to 0.
View Article and Find Full Text PDFPattern recognition for identification of lysozyme droplet solution chemistry.
Colloids Surf B Biointerfaces
March 2014
Article Synopsis
- Pattern formation during the evaporation of colloidal droplets can reveal vital information about the fluid’s properties and the mechanisms behind evaporation, impacting various scientific fields.
- This study introduces a pattern recognition algorithm that differentiates between deposits from different biological fluid compositions, specifically focusing on aqueous lysozyme and NaCl solutions.
- By utilizing Gabor wavelet features and popular classification methods like k-means clustering and k-nearest neighbor, the study achieves a promising classification accuracy of 90-97.5%, suggesting these patterns could serve as unique "fingerprints" for identifying solution chemistry.