Advanced introduction to spatial statistics

DA Griffith, B Li - 2022 - books.google.com
This Advanced Introduction provides a critical review and discussion of research concerning
spatial statistics, differentiating between it and spatial econometrics, to answer a set of core …

PreLect: Prevalence leveraged consistent feature selection decodes microbial signatures across cohorts

YC Chen, YY Su, TY Chu, MF Wu, CC Huang… - npj Biofilms and …, 2025 - nature.com
The intricate nature of microbiota sequencing data—high dimensionality and sparsity—
presents a challenge in identifying informative and reproducible microbial features for both …

[PDF][PDF] Comparative analysis of machine learning algorithms in predicting rate of penetration during drilling

OA Olafadehan, ID Ahaotu - J. Pet. Chem. Eng, 2023 - urfjournals.org
Drilling for potential oil and gas reserves is one of the foremost practices in the petroleum
industry. The drilling process, however, is quite expensive and can take quite some time to …

Machine learning prescriptive well log quality analysis determination of casing effects

Y Cui, K Katterbauer, A Anneddame… - Arabian Journal of …, 2022 - Springer
Well logging represents a key discipline to maximize information about the subsurface
reservoir from the wellbore information. Determining reservoir properties from limited …

Advanced Porosity Prediction in Heterogeneous Oil Reservoirs: Using Novel Machine Learning and Deep Learning Techniques

H Al-Khafaji, Q Meng, W Yahya, S Waleed… - … Field Exploration and …, 2023 - Springer
The estimation of porosity holds significant importance within the oil and natural gas sectors
as it plays a crucial role in the accurate assessment of reservoir characteristics. Hence, it …

Natural Fracture Reservoir Zones Identification by Coupling Wireline Log Data and Machine Learning Approach

G Datta, MI Miah - 2024 IEEE International Conference on …, 2024 - ieeexplore.ieee.org
Natural fractures are pivotal in enhancing reservoir permeability and influencing fluid flow
behavior in subsurface formations. Accurate characterization of these fractures is essential …