Chi Zhang

Efficient parallel kNN joins for large data in MapReduce

Chi Zhang, Li Fei-Fei, Jeffrey Jestes · 2012 · 251 citations

Cluster Computing, Engineering, Knn Join +18

Real-time water quality prediction in water distribution networks using graph neural networks with sparse monitoring data

Zilin Li, Haixing Liu, Chi Zhang et al. · Water Research · 2023 · 107 citations

Graph Neural Networks, Engineering, Machine Learning +10

Simulation-free reliability analysis with active learning and Physics-Informed Neural Network

Chi Zhang, Abdollah Shafieezadeh · Reliability Engineering & System Safety · 2022 · 53 citations

Reliability Engineering, Engineering, Machine Learning +11

Value of information analysis in non-stationary stochastic decision environments: A reliability-assisted POMDP approach

Chaolin Song, Chi Zhang, Abdollah Shafieezadeh et al. · Reliability Engineering & System Safety · 2021 · 39 citations

Reliability, Engineering, Information Analysis +12

Error Quantification and Control for Adaptive Kriging-Based Reliability Updating with Equality Information

Chi Zhang, Zeyu Wang, Abdollah Shafieezadeh · Reliability Engineering & System Safety · 2020 · 36 citations

Reliability, State Estimation, Error Quantification +10