Scholar
Dongbin Xiu
Google Scholar ID: Va2HmvsAAAAJ
Professor of Mathematics, The Ohio State University
applied and computational mathematics
uncertainty quantification
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Citations & Impact
All-time
Citations
21,925
H-index
50
i10-index
93
Publications
20
Co-authors
75
list available
Publications
10 items
SciExam for ENSO: Can AI Agents Build Climate Models?
2026
Cited
0
Data-driven Effective Modeling of Stochastic Chemical Reaction Networks
2026
Cited
0
Modeling Unknown Nonlocal PDE Systems via Flow Map Learning
2026
Cited
0
Targeted Digital Twin via Flow Map Learning and Its Application to Fluid Dynamics
2025
Cited
0
Likelihood-free Posterior Density Learning for Uncertainty Quantification in Inference Problems
2025
Cited
0
Exact Conditional Score-Guided Generative Modeling for Amortized Inference in Uncertainty Quantification
2025
Cited
0
DUE: A Deep Learning Framework and Library for Modeling Unknown Equations
2025
Cited
0
Multi-fidelity Parameter Estimation Using Conditional Diffusion Models
2025
Cited
0
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Co-authors
13 total
George Em Karniadakis
The Charles Pitts Robinson and John Palmer Barstow Professor of Applied Mathematics and Engineering
Akil Narayan
University of Utah
John Jakeman
Principal Member of Technical Staff, Sandia National Laboratories
Daniel M. Tartakovsky
Stanford University
Yeonjong Shin
North Carolina State University
Didier Lucor
Senior researcher, CNRS, LISN, Orsay, France
Li Jing
Zhejiang Lab
Yuan Chen
Department of Mathematics, The Ohio State University
