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Perspectives of Machine Learning Development on Kerogen Molecular Model Reconstruction and Shale Oil/Gas Exploitation 期刊论文
ENERGY & FUELS, 2023, 卷号: 37, 期号: 1, 页码: 98-117
作者:  Kang DL(康东亮);  Ma J(马骏);  Zhao YP(赵亚溥)
Adobe PDF(13704Kb)  |  收藏  |  浏览/下载:157/37  |  提交时间:2023/02/03
Predicting the Molecular Models, Types, and Maturity of Kerogen in Shale Using Machine Learning and Multi-NMR Spectra 期刊论文
ENERGY & FUELS, 2022, 页码: 13
作者:  Kang DL(康东亮);  Zhao YP(赵亚溥)
Adobe PDF(3734Kb)  |  收藏  |  浏览/下载:202/56  |  提交时间:2022/08/10
Defining kerogen maturity from orbital hybridization by machine learning 期刊论文
FUEL, 2022, 卷号: 310, 页码: 10
作者:  Ma J(马俊);  Kang DL(康东亮);  Wang XH(王晓荷);  Zhao YP(赵亚溥)
Adobe PDF(4071Kb)  |  收藏  |  浏览/下载:276/56  |  提交时间:2021/11/29
Kerogen maturity  Orbital hybridization  Machine learning  Quantum chemistry  
Mechanical response of kerogen at high strain rates 期刊论文
INTERNATIONAL JOURNAL OF IMPACT ENGINEERING, 2021, 卷号: 155, 页码: 8
作者:  Wang XH(王晓荷);  Huang XF(黄先富);  Gao MN(高梦霓);  Zhao YP(赵亚溥)
Adobe PDF(5656Kb)  |  收藏  |  浏览/下载:242/58  |  提交时间:2021/08/16
Kerogen aggregate in shale  Strain rate  Compressible hyper-viscoelasticity  Constitutive model  
Entropy and enthalpy changes during adsorption and displacement of shale gas 期刊论文
ENERGY, 2021, 卷号: 221, 页码: 7
作者:  Lin K(林岿);  Zhao YP(赵亚溥)
Adobe PDF(864Kb)  |  收藏  |  浏览/下载:232/90  |  提交时间:2021/05/06
Shale gas  Adsorption/displacement  Entropy change  Enthalpy change  Statistical mechanics  
Predicting the components and types of kerogen in shale by combining machine learning with NMR spectra 期刊论文
FUEL, 2021, 卷号: 290, 页码: 10
作者:  Kang DL(康东亮);  Wang XH(王晓荷);  Zheng XJ(郑晓娇);  Zhao YP(赵亚溥)
Adobe PDF(5174Kb)  |  收藏  |  浏览/下载:372/134  |  提交时间:2021/03/30
Machine learning  Kerogen and shale  Molecular structure  High-throughput prediction  NMR spectra datasets  
The time-temperature-maturity relationship: A chemical kinetic model of kerogen evolution based on a developed molecule-maturity index 期刊论文
FUEL, 2020, 卷号: 278, 页码: 14
作者:  Wang XH(王晓荷);  Zhao YP(赵亚溥)
Adobe PDF(7931Kb)  |  收藏  |  浏览/下载:347/129  |  提交时间:2020/09/27
Kerogen thermal evolution  Kerogen maturity index  Vitrinite reflectance  Chemical kinetic model  Activation energy  
Characteristics and the formation mechanism of the heterogeneous microfractures in the tight oil reservoir of Ordos Basin, China 期刊论文
JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING, 2020, 卷号: 191, 页码: 11
作者:  Du SH(杜书恒)
Adobe PDF(4521Kb)  |  收藏  |  浏览/下载:276/61  |  提交时间:2020/06/22
Microfracture  Formation mechanism  Tight oil  Sandstone  Characterization  
Unstable crack growth in hydraulic fracturing: The combined effects of pressure and shear stress for a power-law fluid 期刊论文
ENGINEERING FRACTURE MECHANICS, 2020, 卷号: 225, 页码: 19
作者:  Shen WH(沈文豪);  Yang FQ;  Zhao YP(赵亚溥)
Adobe PDF(1724Kb)  |  收藏  |  浏览/下载:348/154  |  提交时间:2020/03/11
Hydraulic fracturing  Full-stress model  Shear stress  Unstable crack  Crack-closure criterion  
Combining Image Recognition and Simulation To Reproduce the Adsorption/Desorption Behaviors of Shale Gas 期刊论文
ENERGY & FUELS, 2020, 卷号: 34, 期号: 1, 页码: 258-269
作者:  Lin K(林岿);  Huang XF(黄先富);  Zhao YP(赵亚溥)
Adobe PDF(2166Kb)  |  收藏  |  浏览/下载:407/183  |  提交时间:2020/03/11