Diagnosis and on-line parametric estimation of simulated moving bed. - Bilal Youssef; Mazen Alamir; Fadi Ibrahim (CDC/ECC, 2005)

Data-based modeling and prediction of cytotoxicity induced by contaminants in water resources. - Shima Khatibisepehr; Biao Huang 001; Fadi Ibrahim; James Z. Xing; W. Roa (Comput. Biol. Chem., 2011)

MPC based ring deberking process optimization. - Feng Ding; Fadi Ibrahim; Philippe Gagné (CCECE, 2012)

Mode of action classification of chemicals using multi-concentration time-dependent cellular response profiles. - Zhankun Xi; Swanand R. Khare; Aaron Cheung; Biao Huang 001; Tianhong Pan; Weiping Zhang; Fadi Ibrahim; Can Jin; Stephan Gabos (Comput. Biol. Chem., 2014)

A hierarchical constrained reinforcement learning for optimization of bitumen recovery rate in a primary separation vessel. - Hareem Shafi; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang 001 (Comput. Chem. Eng., 2020)

Reinforcement learning approach to autonomous PID tuning. - Oguzhan Dogru; Kirubakaran Velswamy; Fadi Ibrahim; Yuqi Wu; Arun Senthil Sundaramoorthy; Biao Huang 001; Shu Xu 003; Mark Nixon; Noel Bell (Comput. Chem. Eng., 2022)

Reinforcement Learning in Process Industries: Review and Perspective. - Oguzhan Dogru; Junyao Xie; Om Prakash; Ranjith Chiplunkar; Jansen Fajar Soesanto; Hongtian Chen; Kirubakaran Velswamy; Fadi Ibrahim; Biao Huang 001 (IEEE CAA J. Autom. Sinica, 2024)