Application of artificial intelligence techniques in the petroleum industry: a review

H Rahmanifard, T Plaksina - Artificial Intelligence Review, 2019 - Springer
In recent years, artificial intelligence (AI) has been widely applied to optimization problems
in the petroleum exploration and production industry. This survey offers a detailed literature …

Application of fast analytical approach and AI optimization techniques to hydraulic fracture stage placement in shale gas reservoirs

H Rahmanifard, T Plaksina - Journal of Natural Gas Science and …, 2018 - Elsevier
In the last decades, natural gas from unconventional reservoirs has become a major portion
of total gas supply due to advances in horizontal well drilling and multi-stage hydraulic …

Utilizing deterministic smart tools to predict recovery factor performance of smart water injection in carbonate reservoirs

A Maghsoudian, A Izadpanahi, Z Bahmani… - Scientific Reports, 2025 - nature.com
Smart water injection (SWI) is a practical enhanced oil recovery (EOR) technique that
improves displacement efficiency on micro and macro scales by different physiochemical …

History Matching Reservoir Models With Many Objective Bayesian Optimization

S Samoil, C Fare, KE Jordan, Z Chen - Applied AI Letters, 2024 - Wiley Online Library
Reservoir models for predicting subsurface fluid and rock behaviors can now include
upwards of billions (and potentially trillions) of grid cells and are pushing the limits of …

Comparing 5-different artificial intelligence techniques to predict Z-factor

A Salem, A Elgibaly, M Attia… - SPE Kingdom of Saudi …, 2018 - onepetro.org
Gas compressibility factor plays an important role in reservoir engineering applications. A lot
of techniques have been proposed to predict Z-factor. Standing-Katz (SK) Z-factor chart is …

[PDF][PDF] APPLICATION OF ARTIFICIAL INTELLIGENCE IN PETROLEUM INDUSTRY

S Garje, A Kumari - academia.edu
Artificial intelligence (AI) has been widely applied to optimization challenges in the
petroleum exploration and production industry in recent years. With the new industry interest …