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Xiaochen Xian is an assistant professor in the H. Milton Stewart School of Industrial and Systems Engineering (ISyE). Prior to joining ISyE, she served as an assistant professor in the UF ISE department. Her research interest mainly focuses on big data analytics and system informatics to develop data-driven methodologies for computationally aware systems. Specifically, her research includes big data stream monitoring and sampling, engineering knowledge-enhanced complex process modeling and diagnosis, on-demand machine learning, and system informatics and spatiotemporal real-time prediction. Her research leads to immediate applications in manufacturing, healthcare, environmental monitoring, smart buildings, and traffic, etc. Dr. Xian received her B.S. from the Department of Mathematics, Zhejiang University, Hangzhou, China, in 2014, and her M.S. in Statistics and Ph.D. in Industrial Engineering from the University of Wisconsin-Madison in 2017 and 2019. She is a member of INFORMS, IISE, and IEEE.