Guannan Zhang
Scholar

Guannan Zhang

Google Scholar ID: FAGohRkAAAAJ
Oak Ridge National Laboratory
High-dimensional ApproximationNumerical AnalysisMachine LearningUncertainty Quantification
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Citations & Impact
All-time
Citations
1,441
 
H-index
22
 
i10-index
46
 
Publications
20
 
Co-authors
93
list available
Contact
Emailzhangg@ornl.gov
Publications
1 items
NeuDiff Agent: A Governed AI Workflow for Single-Crystal Neutron Crystallography
2026
Cited
0
Resume (English only)
Academic Achievements
  • Recipient of the U.S. Department of Energy Early Career Award (2022)
  • Best Paper Award at SC24 Workshop on Enabling Predictive Science with Optimization and Uncertainty Quantification in HPC (2024) for 'A Scalable Training-Free Diffusion Model for Uncertainty Quantification'
  • Awarded a DOE-ASCR-AI4Science grant as Lead PI (2024)
  • Appointed to the SIAM Committee on Programs and Conferences (2025)
  • Joined the editorial board of SIAM Journal on Scientific Computing (2025)
Co-authors
93 total
Co-author 1
Co-author 1
Co-author 2
Co-author 2
Co-author 3
Co-author 3
Feng Bao
Feng Bao
Associate Professor of Mathematics, Florida State University
Hoang Tran
Hoang Tran
Oak Ridge National Laboratory
Diego del-Castillo-Negrete
Diego del-Castillo-Negrete
Institute for Fusion Studies, Dept of Physics, University of Texas at Austin
Jiaxin Zhang
Jiaxin Zhang
Intuit AI Research; Oak Ridge National Lab; Johns Hopkins University
Minglei Yang
Minglei Yang
Oak Ridge National Laboratory