Xiaohu Zheng

Improved compression inference algorithm for reliability analysis of complex multistate satellite system based on multilevel Bayesian network

Xiaohu Zheng, Wen Yao, Yingchun Xu et al. · Reliability Engineering & System Safety · 2019 · 45 citations

Reliability, Compression Inference Algorithm, Reliability Engineering +13

Multi-fidelity surrogate modeling for temperature field prediction using deep convolution neural network

Yunyang Zhang, Zhiqiang Gong, Weien Zhou et al. · Engineering Applications of Artificial Intelligence · 2023 · 42 citations

Multi-fidelity Surrogate Modeling, Engineering, Machine Learning +7

A practical satellite layout optimization design approach based on enhanced finite-circle method

Xianqi Chen, Wen Yao, Yong Zhao et al. · Structural and Multidisciplinary Optimization · 2018 · 41 citations

Engineering, Aerospace Engineering, Natural Sciences +7

Deep adaptive arbitrary polynomial chaos expansion: A mini-data-driven semi-supervised method for uncertainty quantification

Wen Yao, Xiaohu Zheng, Jun Zhang et al. · Reliability Engineering & System Safety · 2022 · 40 citations

Engineering, Machine Learning, Data Science +8

Self-adaptive loss balanced Physics-informed neural networks for the incompressible Navier-Stokes equations

Zixue Xiang, Wei Peng, Xiaohu Zheng et al. · arXiv (Cornell University) · 2021 · 26 citations · Full text

Numerical Analysis, Engineering, Machine Learning +19