Xinwei Deng
Scholar

Xinwei Deng

Google Scholar ID: Pf-Ut04AAAAJ
Professor of Statistics, Virginia Tech
machine learningdesign of experimentsuncertainty quantification
Citations & Impact
All-time
Citations
1,771
 
H-index
23
 
i10-index
57
 
Publications
20
 
Co-authors
2
list available
Contact
Resume (English only)
Academic Achievements
  • Published multiple research papers on the interface between experimental design and machine learning, uncertainty quantification and digital twin, model and analysis of high-dimensional data, covariance matrix estimation and its applications, design and analysis of computer experiments, and statistical methods for Nano and emerging technology.
Research Experience
  • Joined the statistics department at Virginia Tech since 2011.
Education
  • Obtained his Ph.D. degree from Georgia Institute of Technology in 2009 under the supervision of Jeff Wu and Ming Yuan.
Background
  • Professor of Statistics and Data Science Faculty Fellow at Virginia Tech. Also, a co-director of VT Statistics and Artificial Intelligence Laboratory (VT-SAIL).