Zhengchun Liu is an Assistant Computer Scientist in the Data Science and Learning Division at Argonne National Laboratory and a Scientist at the University of Chicago Consortium for Advanced Science and Engineering (CASE).
Zhengchun Liu works on applying data science and machine learning techniques to transform understanding of the behavior of computer systems in extreme-scale science environments. Specifically, it includes explaining why performance does not meet design goals, predicting the behavior of computer systems and optimizing it for application in production.
Recently, he also focuses his effort on applying AI techniques for domain science problems (a.k.a AI for Science). In a long run, he also works on exploring the architecture, methods, and algorithms needed to support future scientific computing systems that are capable of self-configuration, self-optimization and self-manage etc.