Yuzhu Liu

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cooked rice | Image Credit: © lcrribeiro33@gmail - stock.adobe.com.

In-situ Detection of Rice Using Laser Induced Breakdown Spectroscopy and Machine Learning

Asiri Iroshan;Jun Feng;Boyuan Han;Ruoyu Zhai;Xiangxue Li;Ziang Chen;Yuzhu Liu
March 20th 2025

This research investigates the application of laser-induced breakdown spectroscopy (LIBS) and machine learning (ML) for detecting elemental composition of food, using rice as an example.

Round straw bales on farmland | Image Credit: © ABCDstock - stock.adobe.com.

Laser Induced Breakdown Spectroscopy Combined with a Tuned Back Propagation Algorithm for Oil Crop Straw Combustion Smoke Detection and Traceability

Lingbin Shen;Liping Tian;Dongpeng Tian;Hang Ji;Yuzhu Liu
November 8th 2024

In this paper, a system based on laser induced breakdown spectroscopy (LIBS) and back propagation (BP) method was developed for the composition and traceability analysis of crop burning smoke.

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