Intelligent classification of coal structure using multinomial logistic regression, random forest and fully connected neural network with multisource geophysical logging data-Reference-Cited by-同舟云学术

Intelligent classification of coal structure using multinomial logistic regression, random forest and fully connected neural network with multisource geophysical logging data

Published:2023-03 Issue: Volume:268 Page:104208
ISSN:0166-5162
Container-title:International Journal of Coal Geology
language:en
Short-container-title:International Journal of Coal Geology

Author:

Wang Zihao,Cai Yidong,Liu Dameng,Qiu Feng,Sun Fengrui,Zhou Yingfang

Funder

Fundamental Research Funds for the Central Universities

National Natural Science Foundation of China

Publisher

Elsevier BV

Subject

Stratigraphy,Economic Geology,Geology,Fuel Technology

Reference62 articles.

1. Neural Network Model To Predict Slug Frequency of Low-Viscosity Two-Phase Flow

2. Prediction of organic potato yield using tillage systems and soil properties by artificial neural network (ANN) and multiple linear regressions (MLR);Abrougui;Soil Tillage Res.,2019

3. Towards drilling rate of penetration prediction: Bayesian neural networks for uncertainty quantification;Bizhani;J. Pet. Sci. Eng.,2022

4. Bagging predictors;Breiman;Mach. Learn.,1996

5. Geological controls on prediction of coalbed methane of no. 3 coal seam in Southern Qinshui Basin, North China;Cai;Int. J. Coal Geol.,2011

Cited by 10 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Characterization of natural fracture development in coal reservoirs using logging machine learning inversion, well test data and simulated geostress analyses;Engineering Geology;2024-11

2. A Study on the Mechanical Resonance Frequency of a Piezo Element: Analysis of Resonance Characteristics and Frequency Estimation Using a Long Short-Term Memory Model;Applied Sciences;2024-09-04

3. Fracture identification of carbonate reservoirs by deep forest model: An example from the D oilfield in Zagros Basin;Energy Geoscience;2024-07

4. Geological Controls on Gas Content of Deep Coal Reservoir in the Jiaxian Area, Ordos Basin, China;Processes;2024-06-20

5. Study on multi-factor casing damage prediction method based on machine learning;Energy;2024-06