Area of research
Ocean Engineering · Water Science and Technology
Research interest
Research interests include Water resources management and optimization, Hydrological Forecasting Using AI, Hydrology and Watershed Management Studies, and Water-Energy-Food Nexus Studies.
Development of objective function-based ensemble model for streamflow forecasts
A stochastic simulation-based chance-constrained programming model for optimizing watershed best management practices for nonpoint source pollution control under uncertainty
Prediction of nitrous oxide emission of a municipal wastewater treatment plant using LSTM-based deep learning models
Stacking ensemble learning models for daily runoff prediction using 1D and 2D CNNs
PM2.5 concentrations forecasting in Beijing through deep learning with different inputs, model structures and forecast time
Combining two-stage decomposition based machine learning methods for annual runoff forecasting
Improving daily stochastic streamflow prediction: comparison of novel hybrid data-mining algorithms
Combining machine learning models through multiple data division methods for PM2.5 forecasting in Northern Xinjiang, China
Multi-hour and multi-site air quality index forecasting in Beijing using CNN, LSTM, CNN-LSTM, and spatiotemporal clustering
Modeling River Ice Breakup Dates by k-Nearest Neighbor Ensemble
A stacking ensemble learning framework for annual river ice breakup dates
Planning of integrated energy-environment systems under dual interval uncertainties
Region duplication detection based on image segmentation and keypoint contexts
A risk-based method for planning of bus–subway corridor evacuation under hybrid uncertainties
Applications of inexact programming methods to waste management under uncertainty: current status and future directions
Inexact joint-probabilistic chance-constrained programming with left-hand-side randomness: An application to solid waste management
A scenario-based modeling approach for emergency evacuation management and risk analysis under multiple uncertainties