Analytica chimica acta
Machine learning-assisted rapid screening of oil types on microfluidic thread-based analytical devices (μTADs).
Jie Zhou, Zhanyao Huang, Yixi Shi, Xinyi Chen, Chao Song, Xiangyuan Ma, Honglei Zhan, Weijin Guo
Published: 202610.1016/j.aca.2025.344899
Abstract
BACKGROUND: Rapid and low-cost classification of oil and its derivatives is critically important for on-site inspection, quality monitoring, and field analysis within the petroleum industry. Conventional analytical techniques, such as gas chromatogra…
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