Zihan Liu

A novel deep learning ensemble model based on two-stage feature selection and intelligent optimization for water quality prediction

Wenli Liu, Tianxiang Liu, Zihan Liu et al. · Environmental Research · 2023 · 65 citations

Water Quality Prediction, Machine Learning, Data Science +10

A bilevel data-driven method for sewer deposit prediction under uncertainty

Wenli Liu, Yexin He, Zihan Liu et al. · Water Research · 2023 · 26 citations

Engineering, Data Science, Uncertainty Modeling +10

Assessing urban pluvial waterlogging resilience based on sewer congestion risk and climate change impacts

Junhao Wu, Zihan Liu, Tianxiang Liu et al. · Journal of Hydrology · 2023 · 21 citations

Hydrological Disaster, Engineering, Urban Hydrology +7

Global assessment modeling to reveal spatiotemporal variations and socioenvironmental drivers in drainage system flood-resilient performance

Zihan Liu, Yexin He, Hanbin Luo et al. · Reliability Engineering & System Safety · 2025 · 12 citations