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Every article on Frontiers is peer reviewed, permanently archived and free to read.

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Original Research
Published 5 December 2025
Research on insulator contamination component identification based on neural network
Yi Luo · Jin Liu · Yanyi Wang · Zijie Mei · Xuandong Liu
Frontiers in Electronics
doi 10.3389/felec.2025.1680502