Chi Zhang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Multilayer Perceptron

Reliability Analysis

Knowledge Sharing

Top Venues

Reliab. Eng. Syst. Saf.

Eng. Appl. Artif. Intell.

Publications

Chaolin Song, Ru-cheng Xiao, Chi Zhang, Xinwei Zhao, Bo Sun
Simulation-free reliability analysis with importance sampling-based adaptive training physics-informed neural networks: Method and application to chloride penetration. Reliab. Eng. Syst. Saf. 246 (2024)
Chi Zhang, Abdollah Shafieezadeh
Nested physics-informed neural network for analysis of transient flows in natural gas pipelines. Eng. Appl. Artif. Intell. 122 (2023)
Chaolin Song, Chi Zhang, Abdollah Shafieezadeh, Ru-cheng Xiao
Value of information analysis in non-stationary stochastic decision environments: A reliability-assisted POMDP approach. Reliab. Eng. Syst. Saf. 217 (2022)
Chi Zhang, Abdollah Shafieezadeh
Simulation-free reliability analysis with active learning and Physics-Informed Neural Network. Reliab. Eng. Syst. Saf. 226 (2022)
Chi Zhang, Chaolin Song, Abdollah Shafieezadeh
Adaptive Reliability Analysis for Multi-fidelity Models using a Collective Learning Strategy. CoRR (2021)
Chi Zhang, Zeyu Wang, Abdollah Shafieezadeh
Error Quantification and Control for Adaptive Kriging-Based Reliability Updating with Equality Information. Reliab. Eng. Syst. Saf. 207 (2021)
Chi Zhang, Zeyu Wang, Abdollah Shafieezadeh
Value of Information Analysis via Active Learning and Knowledge Sharing in Error-Controlled Adaptive Kriging. IEEE Access 8 (2020)