Shohreh Amini

Application of Machine Learning and Artificial Intelligence in Proxy Modeling for Fluid Flow in Porous Media

Shohreh Amini, S. Mohaghegh · Fluids · 2019 · 88 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

Grid-Based Surrogate Reservoir Modeling (SRM) for Fast Track Analysis of Numerical Reservoir Simulation Models at the Grid block Level

Shahab D. Mohaghegh, Shohreh Amini, Vida Gholami et al. · SPE Western Regional Meeting · 2012 · 37 citations

Numerical Analysis, Engineering, Simulation Modelling +18

An integrated closed-loop solution to assisted history matching and field optimization with machine learning techniques

Zhi Chai, Azor Nwachukwu, Yevgeniy Zagayevskiy et al. · Journal of Petroleum Science and Engineering · 2020 · 36 citations

Artificial Intelligence, Intelligent Information Processing, Engineering +11

Uncertainty Analysis of a CO2 Sequestration Project Using Surrogate Reservoir Modeling Technique

Shohreh Amini, Shahab D. Mohaghegh, Razi Gaskari et al. · SPE Western Regional Meeting · 2012 · 35 citations

Operational Uncertainties, Engineering, Simulation Modelling +17

Pattern Recognition and Data-Driven Analytics for Fast and Accurate Replication of Complex Numerical Reservoir Models at the Grid Block Level

Shohreh Amini, Shahab D. Mohaghegh, Razi Gaskari et al. · 2014 · 25 citations

Engineering, Simulation Modelling, Simulation +17