TY - JOUR AV - none N2 - In recent decades, nanotechnology has emerged as a rapidly growing field with diverse applications in industries such as pharmaceuticals, energy, and engineering. One of the key areas of interest is the use of nanoparticles (NPs) and nanofluids (NFs) in Enhanced Oil Recovery (EOR) to improve oil recovery efficiency. NPs offer several benefits in the hydrocarbon industry and have been shown to enhance oil and gas production. In EOR, NPs play a crucial role by interacting with the rock/oil system, optimizing conditions for oil retrieval. They offer a cost-effective and eco-friendly alternative compared to conventional methods. This comprehensive study delves into the diverse range of NPs and nanomaterials utilized in the petroleum industry, detailing their classification, characterization, and inherent properties. It explores multiple applications of NPs in chemical, thermal, and microbial flooding, elucidating the involved mechanisms like wettability modification and mobility control. Moreover, the research examines the utilization of NPs in EOR through image-based modeling, a groundbreaking approach in enhancing EOR techniques. It highlights the considerable progress achieved in EOR through the application of NPs and nanofluids (NFs). Additionally, the study assesses the potential of NPs in image-based modeling and their implications for future EOR applications, indicating a promising trajectory for integrating NPs into the petroleum industry. © 2024 Elsevier B.V. N1 - cited By 0 TI - Recent progress in NP-Based Enhanced oil Recovery: Insights from molecular studies ID - scholars19899 KW - Chemical modification; Cost effectiveness; Enhanced recovery; Gasoline; Image enhancement; Nanofluidics; Petroleum industry; Wetting KW - Area of interest; Diverse applications; Energy; Enhanced-oil recoveries; Image-based models; Improve oil recovery; Nanofluids; Oil recovery efficiency; Recent progress; Wettability alteration KW - Nanoparticles Y1 - 2024/// JF - Journal of Molecular Liquids A1 - Yusuf, M. A1 - Ridha, S. A1 - Kamyab, H. UR - https://www.scopus.com/inward/record.uri?eid=2-s2.0-85183163308&doi=10.1016%2fj.molliq.2024.124104&partnerID=40&md5=0b407fadc9e9644d4edb88b514b235d7 VL - 396 ER -