Leveraging machine learning in porous media
Mostafa Delpisheh, Benyamin Ebrahimpour, Abolfazl Fattahi, Majid Siavashi, Hamed Mir, Hossein Mashhadimoslem, Mohammad Ali Abdol, Mina Ghorbani, Javad Shokri, Daniel Niblett, Khabat Khosravi, Shayan Rahimi, Seyed Mojtaba Alirahmi, Haoshui Yu, Ali Elkamel, Vahid Niasar, Mohamed Mamlouk
Abstract
Evaluating the advantages and limitations of applying machine learning for prediction and optimization in porous media, with applications in energy, environment, and subsurface studies.
Topics & Concepts
Computer sciencePorous mediumArtificial intelligenceData sciencePorosityGeologyGeotechnical engineeringEnhanced Oil Recovery TechniquesGroundwater flow and contamination studiesHydraulic Fracturing and Reservoir Analysis