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Zhengchun Liu

Computer Science 2


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 focuses his effort on developing deep learning models to advance X-ray tomography images. 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.