Concepedia
Statistics
Publications
31
Citations
1.7K
H-Index
20
Active since
2009
Affiliations
University of Michigan(Current)
Sandia National Laboratories California
University of Southern California
Michigan Medicine
Institute of Oceanography and Fisheries
Xun Huan is an author at University of Michigan specializing in engineering, uncertainty quantification, and machine learning.
Top concepts
EngineeringUncertainty QuantificationData ScienceMachine LearningModeling And SimulationSystems EngineeringUncertainty ModelingManagementStatisticsMeteorology
Publications per year
2009–2024
Simulation-based optimal Bayesian experimental design for nonlinear systems
Xun Huan, Youssef Marzouk · Journal of Computational Physics · 2012 · 441 citations · Full text
Nonlinear System Identification, Engineering, Uncertainty Quantification +6
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 · 163 citations · Full text
Engineering Design, Uncertainty Management, Engineering +12
GRADIENT-BASED STOCHASTIC OPTIMIZATION METHODS IN BAYESIAN EXPERIMENTAL DESIGN
Xun Huan, Youssef Marzouk · International Journal for Uncertainty Quantification · 2014 · 111 citations · Full text
Model Optimization, Engineering, Bayesian Optimization +13
Digital Twin Concepts with Uncertainty for Nuclear Power Applications
Brendan Kochunas, Xun Huan · Energies · 2021 · 101 citations · Full text
Digital Twins, Reliability Engineering, Digital Twin Concepts +14
Variational system identification of the partial differential equations governing the physics of pattern-formation: Inference under varying fidelity and noise
Z. Wang, Xun Huan, Krishna Garikipati · Computer Methods in Applied Mechanics and Engineering · 2019 · 78 citations · Full text
Nonlinear System Identification, Pattern Formation, Parameter Identification +6
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