Jian Zhou

Controlled physics-informed data generation for deep learning-based remaining useful life prediction under unseen operation conditions

Jiawei Xiong, Olga Fink, Jian Zhou et al. · Mechanical Systems and Signal Processing · 2023 · 75 citations · Full text

Data Generation, Artificial Intelligence, Engineering +13

Combined effects of load dynamics and dependence clusters on cascading failures in network systems

Jian Zhou, Ning Huang, David W. Coit et al. · Reliability Engineering & System Safety · 2017 · 66 citations

Reliability, Load Dynamics, Reliability Engineering +14

Resiliency-based restoration optimization for dependent network systems against cascading failures

Jian Zhou, David W. Coit, Frank A. Felder et al. · Reliability Engineering & System Safety · 2020 · 64 citations · Full text

Reliability Engineering, Network Science, Engineering +9

A correlation guided genetic algorithm and its application to feature selection

Jian Zhou, Zhongsheng Hua · Applied Soft Computing · 2022 · 59 citations

Evolutionary Data Mining, Image Analysis, Machine Learning +11

Adaptive deep learning-based remaining useful life prediction framework for systems with multiple failure patterns

Jiawei Xiong, Jian Zhou, Yizhong Ma et al. · Reliability Engineering & System Safety · 2023 · 59 citations

Reliability Engineering, Engineering, Machine Learning +13