Value of Information Analysis via Active Learning and Knowledge Sharing in Error-Controlled Adaptive Kriging. - Chi Zhang 038; Zeyu Wang 006; Abdollah Shafieezadeh (IEEE Access, 2020)

Adaptive Reliability Analysis for Multi-fidelity Models using a Collective Learning Strategy. - Chi Zhang 038; Chaolin Song; Abdollah Shafieezadeh (CoRR, 2021)

Error Quantification and Control for Adaptive Kriging-Based Reliability Updating with Equality Information. - Chi Zhang 038; Zeyu Wang 006; Abdollah Shafieezadeh (Reliab. Eng. Syst. Saf., 2021)

Value of information analysis in non-stationary stochastic decision environments: A reliability-assisted POMDP approach. - Chaolin Song; Chi Zhang 038; Abdollah Shafieezadeh; Ru-cheng Xiao (Reliab. Eng. Syst. Saf., 2022)

Simulation-free reliability analysis with active learning and Physics-Informed Neural Network. - Chi Zhang 038; Abdollah Shafieezadeh (Reliab. Eng. Syst. Saf., 2022)

Nested physics-informed neural network for analysis of transient flows in natural gas pipelines. - Chi Zhang 038; Abdollah Shafieezadeh (Eng. Appl. Artif. Intell., 2023)

Simulation-free reliability analysis with importance sampling-based adaptive training physics-informed neural networks: Method and application to chloride penetration. - Chaolin Song; Ru-cheng Xiao; Chi Zhang 038; Xinwei Zhao; Bo Sun (Reliab. Eng. Syst. Saf., 2024)