Estimation of reservoir porosity based on seismic inversion results using deep learning methods
Author:
Publisher
Elsevier BV
Subject
Energy Engineering and Power Technology,Geotechnical Engineering and Engineering Geology,Fuel Technology
Reference42 articles.
1. Rock-physics diagnostics of depositional texture, diagenetic alterations, and reservoir heterogeneity in high-porosity siliciclastic sediments and rocks — a review of selected models and suggested work flows;Avseth;Geophysics,2010
2. Automated full waveform seismic-to-well tying;Bakrac,2015
3. Neural Networks for Pattern Recognition;Bishop,1995
4. Prestack and poststack inversion using a physics-guided convolutional neutral network;Biswas;Interpretation,2019
5. Convolutional neural network for seismic impedance inversion;Das;Geophysics,2019
Cited by 42 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. Application of Deep Learning for Reservoir Porosity Prediction and Self Organizing Map for Lithofacies Prediction;Journal of Applied Geophysics;2024-11
2. Enhancing carbon sequestration: Innovative models for wettability dynamics in CO2-brine-mineral systems;Journal of Environmental Chemical Engineering;2024-10
3. Porosity prediction using a deep learning method based on bidirectional spatio-temporal neural network;Journal of Applied Geophysics;2024-09
4. Reservoir properties inversion using attention-based parallel hybrid network integrating feature selection and transfer learning;Energy;2024-09
5. Seismic coloured inversion to explore the hydrocarbon prospectivity of a field in the Upper Assam basin;Exploration Geophysics;2024-07-09
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3