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A Comparative Study of Three Supervised Machine-Learning Algorithms for Classifying Carbonate Vuggy Facies in the Kansas Arbuckle Formation 三种监督式机器学习算法在Kansas Arbuckle组碳酸盐溶洞相分类中的比较研究
IF 0.9 4区 工程技术
Petrophysics Pub Date : 2019-12-01 DOI: 10.30632/pjv60n6-2019a8
Chicheng Xu, Dawn Jobe, Rui Xu, Consultant
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引用次数: 10
Influence of Magnetic Susceptibility Contrast on NMR Studies—Experimental Analysis From Siliciclastic Reservoirs 磁化率对比对核磁共振研究的影响——来自硅屑储层的实验分析
IF 0.9 4区 工程技术
Petrophysics Pub Date : 2019-12-01 DOI: 10.30632/pjv60n6-2019a6
P. Sarkar, Ongc Ltd, S. Chatterjee, Mohan Lal, Manoj Kumar, P. Deo
{"title":"Influence of Magnetic Susceptibility Contrast on NMR Studies—Experimental Analysis From Siliciclastic Reservoirs","authors":"P. Sarkar, Ongc Ltd, S. Chatterjee, Mohan Lal, Manoj Kumar, P. Deo","doi":"10.30632/pjv60n6-2019a6","DOIUrl":"https://doi.org/10.30632/pjv60n6-2019a6","url":null,"abstract":"","PeriodicalId":49703,"journal":{"name":"Petrophysics","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43184750","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Joint Interpretation of Elastic and Electrical Data for Petrophysical Properties of Gas-Hydrate-Bearing Sediments Using Inverse Rock Physics Modeling Method 用反演岩石物理建模方法联合解释含气水合物沉积物岩石物理性质的弹性电性数据
IF 0.9 4区 工程技术
Petrophysics Pub Date : 2019-12-01 DOI: 10.30632/pjv60n6-2019a9
H. Pan, Hongbing Li, Yan Zhang, Jingyi Chen, S. Cai, C. Geng
{"title":"Joint Interpretation of Elastic and Electrical Data for Petrophysical Properties of Gas-Hydrate-Bearing Sediments Using Inverse Rock Physics Modeling Method","authors":"H. Pan, Hongbing Li, Yan Zhang, Jingyi Chen, S. Cai, C. Geng","doi":"10.30632/pjv60n6-2019a9","DOIUrl":"https://doi.org/10.30632/pjv60n6-2019a9","url":null,"abstract":"","PeriodicalId":49703,"journal":{"name":"Petrophysics","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2019-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47286855","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Lessons Learned From Casedhole Formation Evaluation Along Unconventional Horizontal Wells 非常规水平井套管井地层评价经验教训
IF 0.9 4区 工程技术
Petrophysics Pub Date : 2019-01-01 DOI: 10.30632/PJV61N3-2020A1
M. Sullivan, Haijing Wang, A. Bolshakov, Lisa Song, M. Lazorek, V. Tohidi, Yegor Se
{"title":"Lessons Learned From Casedhole Formation Evaluation Along Unconventional Horizontal Wells","authors":"M. Sullivan, Haijing Wang, A. Bolshakov, Lisa Song, M. Lazorek, V. Tohidi, Yegor Se","doi":"10.30632/PJV61N3-2020A1","DOIUrl":"https://doi.org/10.30632/PJV61N3-2020A1","url":null,"abstract":"","PeriodicalId":49703,"journal":{"name":"Petrophysics","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"69376630","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Comparative Study of Shallow Learning Models for Generating Compressional and Shear Traveltime Logs 浅层学习模型生成压缩和剪切走时测井曲线的比较研究
IF 0.9 4区 工程技术
Petrophysics Pub Date : 2018-12-01 DOI: 10.30632/PJV59N6-2018A7
Jiabo He, S. Misra, Hao Li
{"title":"Comparative Study of Shallow Learning Models for Generating Compressional and Shear Traveltime Logs","authors":"Jiabo He, S. Misra, Hao Li","doi":"10.30632/PJV59N6-2018A7","DOIUrl":"https://doi.org/10.30632/PJV59N6-2018A7","url":null,"abstract":"","PeriodicalId":49703,"journal":{"name":"Petrophysics","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42990955","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 14
Intelligent Logging Lithological Interpretation With Convolution Neural Networks 卷积神经网络在测井岩性智能解释中的应用
IF 0.9 4区 工程技术
Petrophysics Pub Date : 2018-12-01 DOI: 10.30632/PJV59N6-2018A5
Liping Zhu, Hongquan Li, Zhongguo Yang, Chengyang Li, Tile Ao
{"title":"Intelligent Logging Lithological Interpretation With Convolution Neural Networks","authors":"Liping Zhu, Hongquan Li, Zhongguo Yang, Chengyang Li, Tile Ao","doi":"10.30632/PJV59N6-2018A5","DOIUrl":"https://doi.org/10.30632/PJV59N6-2018A5","url":null,"abstract":"","PeriodicalId":49703,"journal":{"name":"Petrophysics","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42746641","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 34
Fluid Optical Database Reconstruction With Validated Mapping from External Oil and Gas Information Source 利用外部油气信息源的验证映射重建流体光学数据库
IF 0.9 4区 工程技术
Petrophysics Pub Date : 2018-12-01 DOI: 10.30632/PJV59N6-2018A9
Dingding Chen, C. M. Jones, Bin Dai, A. V. Zuilekom
{"title":"Fluid Optical Database Reconstruction With Validated Mapping from External Oil and Gas Information Source","authors":"Dingding Chen, C. M. Jones, Bin Dai, A. V. Zuilekom","doi":"10.30632/PJV59N6-2018A9","DOIUrl":"https://doi.org/10.30632/PJV59N6-2018A9","url":null,"abstract":"","PeriodicalId":49703,"journal":{"name":"Petrophysics","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43936647","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Geological Feature Prediction Using Image-Based Machine Learning 利用基于图像的机器学习进行地质特征预测
IF 0.9 4区 工程技术
Petrophysics Pub Date : 2018-12-01 DOI: 10.30632/PJV59N6-2018A1
T. D. Jobe, E. Vital-Brazil, M. Khait
{"title":"Geological Feature Prediction Using Image-Based Machine Learning","authors":"T. D. Jobe, E. Vital-Brazil, M. Khait","doi":"10.30632/PJV59N6-2018A1","DOIUrl":"https://doi.org/10.30632/PJV59N6-2018A1","url":null,"abstract":"","PeriodicalId":49703,"journal":{"name":"Petrophysics","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42998132","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 16
Support-Vector-Machine Phase Classification of Downhole Leak Flows Based on Acoustic Signals 基于声信号的井下泄漏流支持向量机相位分类
IF 0.9 4区 工程技术
Petrophysics Pub Date : 2018-12-01 DOI: 10.30632/PJV59N6-2018A8
Atchyuta Ramayya Venna, H. Halliburton, Yinghui Lu, D. Walters, Y. Ang, Nam Nguyen, S. Halliburton
{"title":"Support-Vector-Machine Phase Classification of Downhole Leak Flows Based on Acoustic Signals","authors":"Atchyuta Ramayya Venna, H. Halliburton, Yinghui Lu, D. Walters, Y. Ang, Nam Nguyen, S. Halliburton","doi":"10.30632/PJV59N6-2018A8","DOIUrl":"https://doi.org/10.30632/PJV59N6-2018A8","url":null,"abstract":"","PeriodicalId":49703,"journal":{"name":"Petrophysics","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42605646","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 4
Data Preconditioning for Predictive and Interpretative Algorithms: Importance in Data-Driven Analytics and Methods for Application 预测和解释算法的数据预处理:在数据驱动分析中的重要性和应用方法
IF 0.9 4区 工程技术
Petrophysics Pub Date : 2018-12-01 DOI: 10.30632/PJV59N6-2018A11
E. Frost, Terrence Quinn, Llc QuantPetro
{"title":"Data Preconditioning for Predictive and Interpretative Algorithms: Importance in Data-Driven Analytics and Methods for Application","authors":"E. Frost, Terrence Quinn, Llc QuantPetro","doi":"10.30632/PJV59N6-2018A11","DOIUrl":"https://doi.org/10.30632/PJV59N6-2018A11","url":null,"abstract":"","PeriodicalId":49703,"journal":{"name":"Petrophysics","volume":null,"pages":null},"PeriodicalIF":0.9,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43856689","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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