Deep hybrid modeling of chemical process: Application to hydraulic fracturing. - Mohammed Saad Faizan Bangi; Joseph Sang-Il Kwon (Comput. Chem. Eng., 2020)

Deep reinforcement learning control of hydraulic fracturing. - Mohammed Saad Faizan Bangi; Joseph Sang-Il Kwon (Comput. Chem. Eng., 2021)

Universal hybrid modeling of batch kinetics of aerobic carotenoid production using Saccharomyces Cerevisiae. - Mohammed Saad Faizan Bangi; Joseph Sang-Il Kwon (ACC, 2022)

Control Lyapunov-Barrier function-based predictive control using a deep hybrid model with guarantees on domain of applicability. - Mohammed Saad Faizan Bangi; Joseph Sang-Il Kwon (ACC, 2023)