Modeling and predicting rainfall time series using seasonal-trend decomposition and machine learning R He, L Zhang, AWZ Chew Knowledge-Based Systems 251, 109125, 2022 | 32 | 2022 |
Simulation-based multi-objective optimization for enhanced safety of fire emergency response in metro stations Q Liu, R He, L Zhang Reliability Engineering & System Safety 228, 108820, 2022 | 18 | 2022 |
Data-driven multi-step prediction and analysis of monthly rainfall using explainable deep learning R He, L Zhang, AWZ Chew Expert Systems with Applications 235, 121160, 2023 | 13 | 2023 |
Flood risk assessment and mitigation for metro stations: an evidential-reasoning-based optimality approach considering uncertainty of subjective parameters R He, L Zhang, RLK Tiong Reliability Engineering & System Safety 238, 109453, 2023 | 7 | 2023 |
Semi-analytical solutions for seismic responses of tunnel tube in pier-supported submerged floating tunnel under vertical excitation R He, Y Yuan, Z Fan, C Li, W He Ships and Offshore Structures 17 (9), 2082-2102, 2022 | 7 | 2022 |
Multiscale homogenized predictive modelling of flooding surface in urban cities using physics-induced deep AI with UPC AWZ Chew, R He, L Zhang Journal of Cleaner Production 363, 132455, 2022 | 6 | 2022 |
Multi-objective optimization for cost-effective aseismic design of submerged floating tunnels considering weighted preferences R He, L Zhang Ocean Engineering 250, 110976, 2022 | 5 | 2022 |
Enhancing resilience of urban underground space under floods: Current status and future directions R He, RLK Tiong, Y Yuan, L Zhang Tunnelling and Underground Space Technology 147, 105674, 2024 | | 2024 |
Modelling clogging dynamics in groundwater systems using multiscale homogenized physics informed neural network (MHPINN) AWZ Chew, R He, L Zhang Engineering Science and Technology, an International Journal 49, 101605, 2024 | | 2024 |