[HTML][HTML] Development of a convolutional neural network based geomechanical upscaling technique for heterogeneous geological reservoir

Z Ma, X Ou, B Zhang - Journal of Rock Mechanics and Geotechnical …, 2024 - Elsevier
Geomechanical assessment using coupled reservoir-geomechanical simulation is
becoming increasingly important for analyzing the potential geomechanical risks in …

Machine Learning-Assisted Optimization of Microbubble-Enhanced Cold Plasma Activation for Water Treatment

Y Gao, Z Saedi, H Shi, B Zeng, B Zhang… - ACS ES&T Water, 2024 - ACS Publications
Cold plasma is a powerful and eco-friendly technology with potential applications in
wastewater treatment, disinfection, and sustainable agriculture. Reactive species produced …

Deep learning based upscaling of geomechanical constitutive behavior for lithological heterogeneities

Z Ma, B Zhang - SPE Annual Technical Conference and Exhibition?, 2023 - onepetro.org
Large-scale coupled reservoir-geomechanical simulation is becoming a necessity for an in-
depth assessment of subsurface energy developments such as hydrocarbon recovery and …

[HTML][HTML] Estimation of macroscopic failure strength of heterogeneous geomaterials containing inclusion and pore with artificial neural network approach

J Xue, Y Cao, Z Yin, J Shao, N Burlion - Computers and Geotechnics, 2024 - Elsevier
This work is devoted to estimation of macroscopic failure strength of heterogeneous rock-like
and cement-based materials. Three representative microstructures are considered …

Numerical investigation of mechanical responses and failure features of coal measure strata using combined finite-discrete element method

R Cong, R Yang, Y Gong, G Li, Z Huang… - Computers and …, 2024 - Elsevier
Investigating the mechanical responses and failure features of the deep coal measure strata
(CMS) is essential for designing hydraulic fracturing treatments and preventing geological …

A Dynamic Solvent Chamber Propagation Estimation Framework using RNN for Warm Solvent Injection in Heterogeneous Reservoirs

Z Ma, Q Yuan, Z Xu, JY Leung - Geoenergy Science and Engineering, 2024 - Elsevier
Warm solvent injection (WSI), injecting low-temperature solvent into formations to reduce the
viscosity of heavy oil, is a clean technology for heavy oil production while reducing …

Information Extraction from Historical Well Records Using A Large Language Model

Z Ma, JE Santo, G Lackey, H Viswanathan… - arXiv preprint arXiv …, 2024 - arxiv.org
To reduce environmental risks and impacts from orphaned wells (abandoned oil and gas
wells), it is essential to first locate and then plug these wells. Although some historical …