Stephen Baek
Scholar

Stephen Baek

Google Scholar ID: dr2krBsAAAAJ
Associate Professor, University of Virginia
Geometric Data AnalysisComputational GeometryComputational DesignScientific Machine LearningGenerative Modeling
Citations & Impact
All-time
Citations
1,821
 
H-index
22
 
i10-index
34
 
Publications
20
 
Co-authors
141
list available
Resume (English only)
Academic Achievements
  • Received a new $1.64 million grant from the National Science Foundation to develop novel meta-learning methods for accelerating design and discovery of new functional materials; Served as an editorial board member of Scientific Reports (a sister journal of Nature) and an Associate Editor of Journal of Computing and Information Science in Engineering; His student, Joseph Choi, received the Outstanding Poster Award at the USACM Thematic Conference on Uncertainty Quantification for Machine Learning Integrated Physics Modeling (UQ-MLIP).
Research Experience
  • Worked at the Visual Intelligence Laboratory at the University of Iowa for 6 years; Currently a professor at the School of Data Science, University of Virginia.
Background
  • Researcher in Computational Geometry & Machine Learning