研究论文
Automated lithology classification from drill core images using convolutional neural networks
Fatimah Alzubaidi, Peyman Mostaghimi, Paweł Świętojański, Stuart Clark, Ryan T. Armstrong
UNSW Sydney
来源Journal of Petroleum Science and Engineering
年份2020
内容与影响
摘要 · 节选
暂未获取摘要。可打开原文或 PDF，后续可基于全文生成更完整的速读。
逐年被引趋势
46230
21
22
23
4624
25
26
关键指标
184
被引次数 · OpenAlex
8.18
领域内被引倍数
同类平均 = 1
同类平均 = 1
前 0.9%
引用位次
同领域 · 同年份 · 同类型
同领域 · 同年份 · 同类型
69
参考文献
Google Scholar 与 OpenAlex 的被引统计范围不同，数值存在差异属正常。
AI 辅助阅读
依据：文献信息
论文问答
依据：文献信息 · 当前未解析全文
回答优先基于摘要、文献信息与可获取全文；依据不足时会明确说明。
学术脉络
学科主题
工程Hydrocarbon exploration and reservoir analysis
Mineral Processing and Grinding · Hydraulic Fracturing and Reservoir Analysis
参考文献 69
Logistic Regression Models
被引 2,620Joseph M. Hilbe · 2009
The Optimality of Naive Bayes.
被引 1,403Harry Zhang · 2004
Lithology prediction by support vector classifiers using inverted seismic attributes data and petrophysical logs as a new approach and investigation of training data set size effect on its performance in a heterogeneous carbonate reservoir
被引 92Mohammad Ali Sebtosheikh, Ali Salehi · Journal of Petroleum Science and Engineering · 2015
此处列出前 3 条
施引文献 184
Artificial intelligence for geoscience: Progress, challenges, and perspectives
被引 331Tianjie Zhao, Sheng Wang, Chaojun Ouyang · The Innovation · 2024
A real-time intelligent lithology identification method based on a dynamic felling strategy weighted random forest algorithm
被引 108Tie Yan, Rui Xu, Shihui Sun · Petroleum Science · 2023
Gas channels and chimneys prediction using artificial neural networks and multi-seismic attributes, offshore West Nile Delta, Egypt
被引 78Amir Ismail, Hatem Farouk Ewida, Sahar Nazeri · Journal of Petroleum Science and Engineering · 2021
按被引量排序，此处列出前 3 条