Name mohammad chahardowli Affiliation Amirkabir University of Technology Degree — Website — Email — Journal Articles Conference Articles Projects Books Theses Speeches Innovations TitleJournal 1 Using ensemble learning and Gaussian mixture model to predict petrophysical properties and hydraulic flow units in carbonate reservoirs Scientific Reports - (2026) - 2 A hybrid AI-genetic algorithm framework for the optimization of polymer flooding strategies: a numerical simulation-based approach Scientific Reports 16 (2026) 3934 3 An innovative approach to upscale low-salinity polymer flooding in heterogeneous sandstone reservoirs: Application of particle swarm optimization and automated history matching Results in Engineering 26 (2025) 104761 4 A new insight into pilot-scale development of low-salinity polymer flood using an intelligent based proxy model coupled with particle swarm optimization Scientific Reports 14 (2024) 29000 5 Smart Water−Polymer Hybrid Flooding in Heavy Oil Sandstone Reservoirs: A Detailed Review and Guidelines for Future Applications ENERGY & FUELS 38 (2024) 12283-12302 6 Low salinity water flooding: estimating relative permeability and capillary pressure using coupling of particle swarm optimization and machine learning technique Scientific Reports 14 (2024) 13213 7 A model for interpretation of nanoparticle-assisted oil recovery: Numerical study of nanoparticle-enhanced spontaneous imbibition experiments FUEL 292 (2021) 120174