Concepedia
Statistics
Publications
33
Citations
1.9K
H-Index
22
Active since
2009
Affiliations
University of Michigan(Current)
Sandia National Laboratories California
University of Southern California
Michigan Medicine
Université Gustave Eiffel
Xun Huan is an author at University of Michigan specializing in natural sciences, uncertainty quantification, and computing.
Publications per year
2009–2024
Simulation-based optimal Bayesian experimental design for nonlinear systems
Xun Huan, Youssef Marzouk · Journal of Computational Physics · 2012 · 454 citations · Full text
Business, Computational Engineering, Systems Engineering +14
Uncertainty quantification in machine learning for engineering design and health prognostics: A tutorial
Venkat Pavan Nemani, Luca Biggio, Xun Huan et al. · Mechanical Systems and Signal Processing · 2023 · 192 citations · Full text
Computing, Computational Engineering, Systems Engineering +17
Probabilistic machine learning for battery health diagnostics and prognostics—review and perspectives
Adam Thelen, Xun Huan, Noah H. Paulson et al. · npj Materials Sustainability · 2024 · 121 citations · Full text
Computing, Computer Science, Machine Learning +16
GRADIENT-BASED STOCHASTIC OPTIMIZATION METHODS IN BAYESIAN EXPERIMENTAL DESIGN
Xun Huan, Youssef Marzouk · International Journal for Uncertainty Quantification · 2014 · 115 citations · Full text
Natural Sciences, Systems Engineering, Experimental Design +15
Digital Twin Concepts with Uncertainty for Nuclear Power Applications
Brendan Kochunas, Xun Huan · Energies · 2021 · 115 citations · Full text
Engineering, Nuclear Engineering, Systems Engineering +16
1–5 of 33