姓名：欧晨

所属学科：电子信息、控制科学与工程

职称：讲师

E-mail: ouchen@hutb.edu.cn

研究领域：大数据分析与建模、人工智能与深度学习、具身智能感知与导航

掌握的外国语：英语

来校时间：2025年

工作经历：

2023.07 - 2024.07 德国伊尔梅瑙工业大学，计算机科学与自动化系，访问学者；

2025.06 - 至今  FUN乐天使，FUN乐天使

主要论文： 

[1] Chen Ou, Hongqiu Zhu, Yuri AW Shardt, et al.Quality-driven regularization for deep learning networks and its application to industrial soft sensors [J]. IEEE Transactions on Neural Networks and Learning Systems, 2025, 36(3): 3943-3953. （高被引论文）

[2] Chen Ou, Hongqiu Zhu, Yuri AW Shardt, et al. Missing-data imputation with position-encoding denoising autoencoders for industrial processes [J]. IEEE Transactions on Instrumentation and Measurement, 2024, 73: 1-11.

[3] Xiaofeng Yuan, Chen Ou*, Yalin Wang, et al. A layer-wise data augmentation strategy for deep learning networks and its soft sensor application in an industrial hydrocracking process [J]. IEEE Transactions on Neural Networks and Learning Systems, 2021, 32(8): 3296-3305. （高被引论文）

[4] Xiaofeng Yuan, Chen Ou*, Yalin Wang, et al. A novel semi-supervised pre-training strategy for deep networks and its application for quality variable prediction in industrial processes [J]. Chemical Engineering Science, 2020,217: 115509.