Zakaria Elabid
Meet our Research Faculty
Zakaria Elabid
PhD Student Researcher
Sorbonne Centre for Artificial Intellingence (SCAI)
Sorbonne University Abu Dhabi
zakaria.alabid@sorbonne.ae
- Deep Learning, Applied Mathematics, Computer Vision, Knowledge-informed networks
- Artificial Intelligence: Physics Informed Machine Learning
- Elabid, Zakaria, Tanujit Chakraborty, and Abdenour Hadid. "Knowledge-based deep learning for modeling chaotic systems." 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA). IEEE, 2022.
- Regaieg, Mohamed, Clément Varloteaux, Titly Farhana Faisal, and Zakaria ElAbid. "Towards Large-Scale DRP Simulations: Generation of Large Super-Resolution images and Extraction of Large Pore Network Models." Transport in Porous Media 147, no. 2 (2023): 375-399.
- Elabid, Zakaria, Daniel Busby, and Abdenour Hadid. "Knowledge-Based Convolutional Neural Network for the Simulation and Prediction of Two-Phase Darcy Flows." ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2024.
- Elabid, Zakaria, Daniel Busby, and Abdenour Hadid. "Dynamic reservoir prediction and well control optimization using physics-informed framework." ECMOR 2024, European Conference on the mathematics of Geological Reservoirs, 2024.
- Sorbonne Center of Artificial Intelligence, Sorbonne University Abu Dhabi