Xiaohu Zheng

According to our database, Xiaohu Zheng authored at least 22 papers between 1993 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

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

Wen Yao, Xiaohu Zheng, Jun Zhang, Ning Wang, Guijian Tang

Reliab. Eng. Syst. Saf., 2023

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

Yunyang Zhang, Zhiqiang Gong, Weien Zhou, Xiaoyu Zhao, Xiaohu Zheng, Wen Yao

CoRR, 2023

2022

Consistency regularization-based deep polynomial chaos neural network method for reliability analysis.

Xiaohu Zheng, Wen Yao, Yunyang Zhang, Xiaoya Zhang

Reliab. Eng. Syst. Saf., 2022

Reliability Analysis of Complex Multi-State System Based on Universal Generating Function and Bayesian Network.

Xu Liu, Wen Yao, Xiaohu Zheng, Yingchun Xu

CoRR, 2022

Heat Source Layout Optimization Using Automatic Deep Learning Surrogate Model and Multimodal Neighborhood Search Algorithm.

Jialiang Sun, Xiaohu Zheng, Wen Yao, Xiaoya Zhang, Weien Zhou

CoRR, 2022

Algorithms for Bayesian network modeling and reliability inference of complex multistate systems: Part II-Dependent systems.

Xiaohu Zheng, Wen Yao, Xiaoqian Chen

CoRR, 2022

Parameterized Consistency Learning-based Deep Polynomial Chaos Neural Network Method for Reliability Analysis in Aerospace Engineering.

Xiaohu Zheng, Wen Yao, Yunyang Zhang, Xiaoya Zhang

CoRR, 2022

Semi-supervision semantic segmentation with uncertainty-guided self cross supervision.

Yunyang Zhang, Zhiqiang Gong, Xiaohu Zheng, Xiaoyu Zhao, Wen Yao

CoRR, 2022

Contrastive Enhancement Using Latent Prototype for Few-Shot Segmentation.

Xiaoyu Zhao, Xiaoqian Chen, Zhiqiang Gong, Wen Yao, Yunyang Zhang, Xiaohu Zheng

CoRR, 2022

Physics-Informed Deep Monte Carlo Quantile Regression method for Interval Multilevel Bayesian Network-based Satellite Heat Reliability Analysis.

Xiaohu Zheng, Wen Yao, Zhiqiang Gong, Yunyang Zhang, Xiaoya Zhang

CoRR, 2022

Deep Monte Carlo Quantile Regression for Quantifying Aleatoric Uncertainty in Physics-informed Temperature Field Reconstruction.

Xiaohu Zheng, Wen Yao, Zhiqiang Gong, Yunyang Zhang, Xiaoyu Zhao, Tingsong Jiang

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

Mini-data-driven Deep Arbitrary Polynomial Chaos Expansion for Uncertainty Quantification.

Xiaohu Zheng, Jun Zhang, Ning Wang, Guijian Tang, Wen Yao

CoRR, 2021

2020

Algorithms for Bayesian network modeling and reliability inference of complex multistate systems: Part I - Independent systems.

Xiaohu Zheng, Wen Yao, Yingchun Xu, Xiaoqian Chen

Reliab. Eng. Syst. Saf., 2020

An iterative information integration method for multi-level system reliability analysis based on Bayesian Melding Method.

Yingchun Xu, Wen Yao, Xiaohu Zheng, Xiaoqian Chen

Reliab. Eng. Syst. Saf., 2020

ss5: A Neural Network-based Energy Consumption Prediction Model for Feature Selection and Paremeter Optimization of Winders.

Bobo Wang, Xiaohu Zheng, Jinsong Bao, Jie Li

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2020

2019

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

Xiaohu Zheng, Wen Yao, Yingchun Xu, Xianqi Chen

Reliab. Eng. Syst. Saf., 2019

Complex Satellite Lifetime Optimization Based on Bayesian Network Reliability Compression Inference Algorithm.

Xiaohu Zheng, Wen Yao, Yingchun Xu, Xiaoqian Chen

IEEE Access, 2019

Satellite System Design Optimization Based on Bayesian Melding of Multi-Level Multi-Source Lifetime Information.

Yingchun Xu, Wen Yao, Xiaohu Zheng, Xiaoqian Chen

IEEE Access, 2019

2018

Data-driven process planning for shipbuilding.

Jinsong Bao, Xiaohu Zheng, Jianguo Zhang, Xia Ji, Jie Zhang

Artif. Intell. Eng. Des. Anal. Manuf., 2018

Multistate Satellite System Reliability Optimization Based on Improved Compression Inference Algorithm and Bayesian Network.

Xiaohu Zheng, Xianqi Chen, Wen Yao, Xiaoqian Chen, Longqi Yang, Yazhong Luo

Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017

A framework of cyber-physical system for smart cotton production.

Jinsong Bao, Shiyong Yin, Xiaohu Zheng

Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

1993

Utopia: a Load Sharing Facility for Large, Heterogeneous Distributed Computer Systems.

Songnian Zhou, Xiaohu Zheng, Jingwen Wang, Pierre Delisle

Softw. Pract. Exp., 1993