Research focus
About the research
How can high-performance computing accelerate machine learning on very large scientific datasets to enable faster discoveries?
Read the full research overview
The group pursues projects in high performance computing and machine learning, applying compiler and network expertise to scale algorithms for large data processing. Researchers develop methods in artificial intelligence and quantum computing to explore new computation paradigms and improve performance of scientific applications. The lab uses computer-aided diagnosis and digital image processing techniques to analyze biomedical data and support intervention research. The group secures and manages large externally funded projects to translate scalable computing methods into deployed research infrastructure.
Selected publications
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People & alumni
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Sources & listing information
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