Mixture robust semi-supervised probabilistic principal component regression with missing input data A Memarian, SK Varanasi, B Huang Chemometrics and Intelligent Laboratory Systems 214, 104315, 2021 | 22 | 2021 |
Robust multi-mode probabilistic slow feature analysis with application to fault detection A Memarian, R Raveendran, B Huang Journal of Process Control 132, 103130, 2023 | 8 | 2023 |
Smart optimization with PPCR modeling in the presence of missing data, time delay and model-plant mismatch A Memarian, S Kumar Varanasi, B Huang, G Slot Chemometrics and Intelligent Laboratory Systems 237 (C), 104812, 2023 | 8 | 2023 |
Data-driven self-optimization of processes in the presence of the model-plant mismatch A Memarian, SK Varanasi, B Huang IFAC-PapersOnLine 55 (7), 532-537, 2022 | 7 | 2022 |
Detection of poor controller tuning with Gramian Angular Field (GAF) and StackAutoencoder (SAE) A Memarian, SK Damarla, A Memarian, B Huang Computers & Chemical Engineering 185, 108652, 2024 | 3 | 2024 |
Mathematical modeling of dispersed CO2 dissolution in ionic liquids: Application to carbon capture P Amin, A Memarian, E Repo, M Andersson, SS Mansouri, ... Journal of Molecular Liquids 402, 124486, 2024 | 2 | 2024 |
Unified Unit-Wise and Plantwide Monitoring: Application in Early Detection of Gas Flare Event A Memarian, R Chiplunkar, J Valluru, B Huang Industrial & Engineering Chemistry Research, 2024 | | 2024 |
Reservoir computing-based slow feature analysis: Application in fault classification A Memarian, A Memarian, SK Damarla, R Raveendran, B Huang IFAC-PapersOnLine 58 (14), 452-457, 2024 | | 2024 |
Robust Generalized Weighted Probabilistic Principal Component Regression with Application in Data-driven Optimization A Memarian University of Alberta, 2021 | | 2021 |