Dongbin Xiu
Scholar

Dongbin Xiu

Google Scholar ID: Va2HmvsAAAAJ
Professor of Mathematics, The Ohio State University
applied and computational mathematicsuncertainty quantification
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
21,925
 
H-index
50
 
i10-index
93
 
Publications
20
 
Co-authors
75
list available
Contact
No contact links provided.
Publications
7 items
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
Dimension-reduced Reconstruction Map Learning for Parameter Estimation in Likelihood-Free Inference Problems
Journal of Machine Learning for Modeling and Computing · 2024
Cited
0
Modeling Unknown Stochastic Dynamical System Subject to External Excitation
arXiv.org · 2024
Cited
1
Resume (English only)
Co-authors
75 total
George Em Karniadakis
George Em Karniadakis
The Charles Pitts Robinson and John Palmer Barstow Professor of Applied Mathematics and Engineering
Akil Narayan
Akil Narayan
University of Utah
Co-author 3
Co-author 3
Co-author 4
Co-author 4
John Jakeman
John Jakeman
Principal Member of Technical Staff, Sandia National Laboratories
Daniel M. Tartakovsky
Daniel M. Tartakovsky
Stanford University
Yeonjong Shin
Yeonjong Shin
North Carolina State University
Didier Lucor
Didier Lucor
Senior researcher, CNRS, LISN, Orsay, France