AIMC Topic: Carbonates

Clear Filters Showing 1 to 4 of 4 articles

Statistical and machine learning analysis for the application of microbially induced carbonate precipitation as a physical barrier to control seawater intrusion.

Journal of contaminant hydrology Mar 20, 2024
Seawater intrusion in coastal aquifers is a significant problem that can be addressed through the construction of subsurface dams or physical cut-off barriers. An alternative method is the use of microbially induced carbonate precipitation (MICP) to ...
Machine Learning Groundwater Chemical Precipitation Seawater Water Movements Carbonates
View on PubMed DOI

Stacked ensemble machine learning for porosity and absolute permeability prediction of carbonate rock plugs.

Scientific reports Jun 17, 2023
This study employs a stacked ensemble machine learning approach to predict carbonate rocks' porosity and absolute permeability with various pore-throat distributions and heterogeneity. Our dataset consists of 2D slices from 3D micro-CT images of four...
Machine Learning Algorithms Porosity Permeability Carbonates
View on PubMed DOI

Several machine learning techniques comparison for the prediction of the uniaxial compressive strength of carbonate rocks.

Scientific reports Dec 5, 2022
In engineering practices, it is critical and necessary to either measure or estimate the uniaxial compressive strength (UCS) of the rock. Measuring the UCS of rocks requires comprehensive studies in the field and in the laboratory for the rock block ...
Machine Learning Fuzzy Logic Least-Squares Analysis Linear Models Compressive Strength Carbonates
View on PubMed DOI

Modeling and optimization of imidacloprid degradation by catalytic percarbonate oxidation using artificial neural network and Box-Behnken experimental design.

Chemosphere Feb 19, 2020
Due to its toxicity and persistence, pesticide pollution poses a serious threat to human health and the environment. Imidacloprid or IMD is an archetypal neonicotinoid insecticide commonly used to protect a variety of crops worldwide. The present stu...
Neural Networks, Computer Research Design Oxidation-Reduction Catalysis Models, Chemical Oxidants Neonicotinoids Nitro Compounds Carbonates
View on PubMed DOI
Popular Topics
Recent Journals