[ "Jie Liu, Assoc. Prof., received a BS degree in mechanical engineering and an MS degree in physics from Beihang University, Beijing, China, in 2009 and 2012, respectively, and a PhD degree from Centrale Supélec, Gif-sur-Yvette, France, in 2015. He is currently an Associate Professor with the School of Reliability and Systems Engineering, Beihang University, Beijing, China. His research interests include trustworthy fault detection, diagnostics, and prognostics." ]

[ "Shuwen Zheng received BS and MS degrees from Beihang University, China, in 2021 and 2024, respectively. He is currently pursuing a PhD degree with the School of Reliability and Systems Engineering at Beihang University. His current research interests are artificial intelligence and fault diagnosis." ]

[ "Yunxia Chen, Prof., received a PhD degree in systems engineering from the School of Reliability and Systems Engineering, Beihang University, Beijing, China, in 2004. She is currently a Professor and the Vice Dean with the School of Reliability and Systems Engineering, Beihang University. Her main research interests include reliability design based on physics of failure and data, prognostics and health management, and experimental technology." ]

[ "Dan Xu Assoc. Prof. received BS and PhD degrees from the School of Mechanical Engineering and Automation, Beihang University, Beijing, China, in 2003 and 2009, respectively. She is currently an Associate Professor with the School of Reliability and Systems Engineering, Beihang University. Her primary research interests include reliability design, assessment based on physics of failure, and degradation modeling." ]

[ "Cong Wang received a BS degree from Beihang University, China, in 2020. He is currently pursuing a PhD degree with the School of Reliability and Systems Engineering at Beihang University. His current research interests are system reliability modeling and life prediction." ]

[ "Weiyi Xiang received a BS degree from Beihang University, China, in 2024. He is currently pursuing a PhD degree with the School of Reliability and Systems Engineering at Beihang University. His research interests are centered on interpretability of machine learning models and its applications in fault diagnosis." ]

[ "Xiaoqi Xiao received a BS degree from China University of Geosciences, China, in 2019, and the M.S. degree from Beihang University, in 2022. He is currently pursuing a PhD degree with the School of Reliability and Systems Engineering at Beihang University. His research interests include reliability assessment based on deep learning, degradation modeling." ]

[ "Jing Lin, Prof., received BS, MS and PhD degrees in mechanical engineering from Xi'an Jiaotong University, Xi'an, China, in 1993, 1996 and 1999, respectively. From 2009 to 2018, he was a Professor with the School of Mechanical Engineering, Xi'an Jiaotong University, Xi'an, China. He is currently the Dean of the School of Reliability and Systems Engineering, Beihang University, Beijing, China. He is also the Changjiang Distinguished Professor with the Ministry of Education of China, Beijing, China. His current research field includes machinery condition monitoring, fault diagnosis and prognosis, vibration analysis, and nonstationary signal processing. Dr. Lin was the recipient of the Distinguished Young Scholar Funding from the National Natural Science Fund in 2011 and the State Natural Science Award in 2013." ]