Xun Huan
Scholar

Xun Huan

Google Scholar ID: QlwjXA0AAAAJ
Associate Professor of Mechanical Engineering, University of Michigan
Uncertainty QuantificationOptimal Experimental DesignBayesian MethodsMachine Learning
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Citations & Impact
All-time
Citations
1,998
 
H-index
22
 
i10-index
41
 
Publications
20
 
Co-authors
134
list available
Contact
No contact links provided.
Publications
9 items
Mean--Variance Risk-Aware Bayesian Optimal Experimental Design for Nonlinear Models
2026
Cited
0
Bifidelity Karhunen-Lo`eve Expansion Surrogate with Active Learning for Random Fields
2025
Cited
0
Optimal Stopping for Sequential Bayesian Experimental Design
2025
Cited
0
Bayesian Covariance Uncertainty for Adaptive Pilot-Sampling Termination in Multi-fidelity Uncertainty Quantification
2025
Cited
0
Goal-Oriented Sequential Bayesian Experimental Design for Causal Learning
2025
Cited
0
Intelligent data collection for network discrimination in material flow analysis using Bayesian optimal experimental design
2025
Cited
0
A Multi-fidelity Estimator of the Expected Information Gain for Bayesian Optimal Experimental Design
2025
Cited
0
Variational Bayesian Optimal Experimental Design with Normalizing Flows
Computer Methods in Applied Mechanics and Engineering · 2024
Cited
4
Resume (English only)
Co-authors
134 total
Youssef Marzouk
Youssef Marzouk
Professor, Massachusetts Institute of Technology
Habib Najm
Habib Najm
Sandia National Laboratories
Cosmin Safta
Cosmin Safta
Sandia National Labs
Co-author 4
Co-author 4
Khachik Sargsyan
Khachik Sargsyan
Sandia National Laboratories
Co-author 6
Co-author 6
Krishna Garikipati
Krishna Garikipati
Professor of Aerospace and Mechanical Engineering and Mathematics, University of Southern California
Co-author 8
Co-author 8