Adaptive monitoring of the process operation based on symbolic episode representation and hidden Markov models with application toward an oil sand primary separation. - Nima Sammaknejad; Biao Huang 001; Alireza Fatehi; Yu Miao; Fangwei Xu; Aris Espejo (Comput. Chem. Eng., 2014)

Robust Diagnosis of Operating Mode Based on Time-Varying Hidden Markov Models. - Nima Sammaknejad; Biao Huang 001; Yaojie Lu 003 (IEEE Trans. Ind. Electron., 2016)

A novel approach to process operating mode diagnosis using conditional random fields in the presence of missing data. - Mengqi Fang; Hariprasad Kodamana; Biao Huang 001; Nima Sammaknejad (Comput. Chem. Eng., 2018)

Real-time multivariate statistical monitoring of biopharmaceutical processes with no prior product-specific history. - Nima Sammaknejad; Jessica Lee; Jan Michael Austria; Nadia Duenas; Leila Heiba; Drew Reed; Bibi Ephraim; Govi Sridharan; Jessica Justice; Jeff Davis; Cenk Ündey (Comput. Chem. Eng., 2024)