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Thermal maturity and TOC prediction using machine learning techniques: case study from the Cretaceous-Paleocene source rock, Taranaki Basin, New Zealand 期刊论文
发表期刊: JOURNAL OF PETROLEUM EXPLORATION AND PRODUCTION TECHNOLOGY. 出版年: 2020, 卷号: 10, 期号: 6, 页码: 2175-2193
作者:  Shalaby, Mohamed Ragab;  Malik, Owais Ahmed;  Lai, Daphne;  Jumat, Nurhazwana;  Islam, Md Aminul
收藏  |  浏览/下载：20/0  |  提交时间：2021/01/07
Machine learning  Neural networks  Random forest  Support vector machine  Linear regression  Well-logging  Geochemical analysis  Taranaki Basin  New Zealand  
Integrated TOC prediction and source rock characterization using machine learning, well logs and geochemical analysis: Case study from the Jurassic source rocks in Shams Field, NW Desert, Egypt 期刊论文
发表期刊: JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING. 出版年: 2019, 卷号: 176, 页码: 369-380
作者:  Shalaby, Mohamed R.;  Jumat, Nurhazwana;  Lai, Daphne;  Malik, Owais
收藏  |  浏览/下载：14/0  |  提交时间：2019/11/29
Machine learning  Artificial neural network  Geochemical analysis  Well log data  Source rock  Jurassic  Egypt