Qi Xiang

A systematic resilience assessment framework for multi-state systems based on physics-informed neural network

Yuxuan He, Enrico Zio, Zhaoming Yang et al. · Reliability Engineering & System Safety · 2025 · 70 citations · Full text

Physics-informed Neural Network, Engineering, Resilience Analysis +6

A comparative study in healthy and diabetic mice followed the exposure of polystyrene microplastics: Differential lipid metabolism and inflammation reaction

Su Liu, Zhizhi Wang, Qi Xiang et al. · Ecotoxicology and Environmental Safety · 2022 · 45 citations · Full text

Lipid Analysis, Engineering, Dietary Exposure +21

A graph neural network (GNN) method for assigning gas calorific values to natural gas pipeline networks

Zhaoming Yang, Zhe Liu, Jing Zhou et al. · Energy · 2023 · 36 citations

Gas Calorific Values, Graph Neural Network, Engineering +4

Supply resilience assessment of natural gas pipeline network systems

Zhaoming Yang, Huai Su, Xingkai Du et al. · Journal of Cleaner Production · 2022 · 28 citations

Engineering, Civil Engineering, Resilience Analysis +9

A resilience evaluation method of natural gas pipeline system based on uncertainty analysis

Zhaoming Yang, Xueyi Li, Qi Xiang et al. · Process Safety and Environmental Protection · 2023 · 27 citations

Safety Engineering, Reliability, Engineering +9