Title
Peng Qiu
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Title/Position
Professor, Wallace H. Coulter Distinguished Faculty Fellow
Areas of Research
Appointments and Affiliations
Research Interests
Research Interests
My main research interests are in bioinformatics and computational biology, focusing on machine learning, data integration, statistical signal processing, control systems and optimization. The following are some specific topics that I've been working on.
- Extracting the cellular hierarchy underlying high-dimensional single-cell data
- Discovering biological progression underlying gene expression data
- Reconstructing gene regulatory networks
- Developing machine learning methods in single-cell data science
