Knowledge-based Deep Learning for Modeling Chaotic Systems. - Zakaria Elabid; Tanujit Chakraborty; Abdenour Hadid (ICMLA, 2022)

Knowledge-Based Convolutional Neural Network for the Simulation and Prediction of Two-Phase Darcy Flows. - Zakaria Elabid; Daniel Busby; Abdenour Hadid (ICASSP, 2024)

TG-PhyNN: An Enhanced Physically-Aware Graph Neural Network Framework for Forecasting Spatio-Temporal Data. - Zakaria Elabid; Lena Sasal; Daniel Busby; Abdenour Hadid (PRICAI (2), 2024)