Mohammed Saad Faizan Bangi

Deep hybrid modeling of chemical process: Application to hydraulic fracturing

Mohammed Saad Faizan Bangi, Joseph Sang‐Il Kwon · Computers & Chemical Engineering · 2019 · 150 citations · Full text

Engineering, Chemical Engineering, Petroleum Engineering +14

Deep neural network-based hybrid modeling and experimental validation for an industry-scale fermentation process: Identification of time-varying dependencies among parameters

Parth Shah, M. Ziyan Sheriff, Mohammed Saad Faizan Bangi et al. · Chemical Engineering Journal · 2022 · 135 citations

Engineering, Chemical Engineering, Bioprocess Engineering +16

Physics-informed neural networks for hybrid modeling of lab-scale batch fermentation for β-carotene production using Saccharomyces cerevisiae

Mohammed Saad Faizan Bangi, Katy C. Kao, Joseph Sang‐Il Kwon · Process Safety and Environmental Protection · 2022 · 107 citations

Engineering, Biotechnology, Chemical Engineering +17

Operable adaptive sparse identification of systems: Application to chemical processes

Bhavana Bhadriraju, Mohammed Saad Faizan Bangi, Abhinav Narasingam et al. · AIChE Journal · 2020 · 95 citations · Full text

Engineering, Chemical Engineering, Systems Engineering +17

Deep hybrid model‐based predictive control with guarantees on domain of applicability

Mohammed Saad Faizan Bangi, Joseph Sang‐Il Kwon · AIChE Journal · 2022 · 46 citations

Engineering, Chemical Engineering, Computer Science +17