Wavelet networks: an alternative to classical neural networks. - Kamban Parasuraman; Amin Elshorbagy (IJCNN, 2005)

Object-oriented modeling approach to surface water quality management. - Amin Elshorbagy; Lindell E. Ormsbee (Environ. Model. Softw., 2006)

Managing water in complex systems: An integrated water resources model for Saskatchewan, Canada. - Elmira Hassanzadeh; Amin Elshorbagy; Howard S. Wheater; Patricia Gober (Environ. Model. Softw., 2014)

A novel model for storage dynamics simulation and inundation mapping in the prairies. - Mohamed Ismaiel Ahmed; Amin Elshorbagy; Alain Pietroniro (Environ. Model. Softw., 2020)

Streamflow modelling and forecasting for Canadian watersheds using LSTM networks with attention mechanism. - Lakshika Girihagama; Muhammad Naveed Khaliq; Philippe Lamontagne 002; John Perdikaris; René Roy; Laxmi Sushama; Amin Elshorbagy (Neural Comput. Appl., 2022)