An intelligent approach for reservoir quality evaluation in tight sandstone reservoir using gradient boosting decision tree algorithm - A case study of the Yanchang Formation, mid-eastern Ordos Basin, China

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

(2020) Davide Chicco et al.   BMC GENOMICS

Multi-energy load forecasting for regional integrated energy systems considering temporal dynamic and coupling characteristics

(2020) Shaomin Wang et al.   ENERGY

Diagenetic evolution and its impact on reservoir quality of tight sandstones: A case study of the Triassic Chang 6 Member, Ordos Basin, northwest China

(2020) Shangfeng Yang et al.   MARINE AND PETROLEUM GEOLOGY

The controlling factors of lacustrine shale lithofacies in the Upper Yangtze Platform (South China) using artificial neural networks

(2020) Yingjie Liu et al.   MARINE AND PETROLEUM GEOLOGY

Machine learning for data-driven discovery in solid Earth geoscience

(2019) Karianne J. Bergen et al.   SCIENCE

Formation mechanism of the Upper Triassic Yanchang Formation tight sandstone reservoir in Ordos Basin—Take Chang 6 reservoir in Jiyuan oil field as an example

(2019) Dazhong Ren et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Quantitative identification of diagenetic facies and controls on reservoir quality for tight sandstones: A case study of the Triassic Chang 9 oil layer, Zhenjing area, Ordos Basin

(2019) Yang Li et al.   MARINE AND PETROLEUM GEOLOGY

Formation lithology classification using scalable gradient boosted decision trees

(2019) Vikrant A. Dev et al.   COMPUTERS & CHEMICAL ENGINEERING

A saturation evaluation method in tight gas sandstones based on diagenetic facies

(2019) Xueqing Zhou et al.   MARINE AND PETROLEUM GEOLOGY

Impacts of lithologic characteristics and diagenesis on reservoir quality of the 4th member of the Upper Triassic Xujiahe Formation tight gas sandstones in the western Sichuan Basin, southwest China

(2019) Yu Yu et al.   MARINE AND PETROLEUM GEOLOGY

Diagenetic sequences of continuously deposited tight sandstones in various environments: A case study from upper Paleozoic sandstones in the Linxing area, eastern Ordos basin, China

(2019) Yong Li et al.   AAPG BULLETIN

Diagenetic alteration and its control on reservoir quality of tight sandstones in lacustrine deep-water gravity-flow deposits: A case study of the Yanchang Formation, southern Ordos Basin, China

(2019) Wurong Wang et al.   MARINE AND PETROLEUM GEOLOGY

Permeability prediction and diagenesis in tight carbonates using machine learning techniques

(2019) H. Al Khalifah et al.   MARINE AND PETROLEUM GEOLOGY

Microscopic pore structures of tight sandstone reservoirs and their diagenetic controls: A case study of the Upper Triassic Xujiahe Formation of the Western Sichuan Depression, China

(2019) Qiaochu Wang et al.   MARINE AND PETROLEUM GEOLOGY

Sedimentological and diagenetic control on the reservoir quality of deep-lacustrine sedimentary gravity flow sand reservoirs of the Upper Triassic Yanchang Formation in Southern Ordos Basin, China

(2019) Ningliang Sun et al.   MARINE AND PETROLEUM GEOLOGY

Characteristics and controlling factors of tight sandstone gas reservoirs in the Upper Paleozoic strata of Linxing area in the Ordos Basin, China

(2019) Dingye Zheng et al.   Journal of Natural Gas Science and Engineering

Petrofacies prediction and 3-D geological model in tight gas sandstone reservoirs by integration of well logs and geostatistical modeling

(2019) Binfeng Cao et al.   MARINE AND PETROLEUM GEOLOGY

Review of diagenetic facies in tight sandstones: Diagenesis, diagenetic minerals, and prediction via well logs

(2018) Jin Lai et al.   EARTH-SCIENCE REVIEWS

Diagenetic constraints on the heterogeneity of tight sandstone reservoirs: A case study on the Upper Triassic Xujiahe Formation in the Sichuan Basin, southwest China

(2018) Yifeng Liu et al.   MARINE AND PETROLEUM GEOLOGY

Reservoir quality, natural fractures, and gas productivity of upper Triassic Xujiahe tight gas sandstones in western Sichuan Basin, China

(2018) Dali Yue et al.   MARINE AND PETROLEUM GEOLOGY

Determination of static and dynamic characteristics of microscopic pore-throat structure in a tight oil-bearing sandstone formation

(2018) Guangfeng Liu et al.   AAPG BULLETIN

Feature selection based on artificial bee colony and gradient boosting decision tree

(2018) Haidi Rao et al.   APPLIED SOFT COMPUTING

Identification of sedimentary-diagenetic facies and implications for reservoir quality: evidence from the Eocene coarse-grained deposits in the Dongying Depression, Bohai Bay Basin, China

(2018) Yanzhong Wang et al.   GEOSCIENCES JOURNAL

Diagenesis of tight sandstone reservoirs in the Upper Triassic Yanchang Formation, southwestern Ordos Basin, China

(2018) Kelai Xi et al.   MARINE AND PETROLEUM GEOLOGY

Data mining and machine learning for identifying sweet spots in shale reservoirs

(2017) Pejman Tahmasebi et al.   EXPERT SYSTEMS WITH APPLICATIONS

A boosted decision tree approach using Bayesian hyper-parameter optimization for credit scoring

(2017) Yufei Xia et al.   EXPERT SYSTEMS WITH APPLICATIONS

Prioritizing Influential Factors for Freeway Incident Clearance Time Prediction Using the Gradient Boosting Decision Trees Method

(2017) Xiaolei Ma et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Pore throat structure and fractal characteristics of tight oil sandstone: A case study in the Ordos Basin, China

(2017) Peng Li et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

Quantitative impact of diagenesis on reservoir quality of the Triassic Chang 6 tight oil sandstones, Zhenjing area, Ordos Basin, China

(2017) Yang Li et al.   MARINE AND PETROLEUM GEOLOGY

Impact of diagenesis on reservoir quality and heterogeneity of the Upper Triassic Chang 8 tight oil sandstones in the Zhenjing area, Ordos Basin, China

(2017) Guangwei Wang et al.   MARINE AND PETROLEUM GEOLOGY

Diagenetic alterations and reservoir heterogeneity within the depositional facies: A case study from distributary-channel belt sandstone of Upper Triassic Yanchang Formation reservoirs (Ordos Basin, China)

(2017) Zhen Li et al.   MARINE AND PETROLEUM GEOLOGY

Prediction of diagenetic facies using well logs – A case study from the upper Triassic Yanchang Formation, Ordos Basin, China

(2017) Yufeng Cui et al.   MARINE AND PETROLEUM GEOLOGY

Diagenesis of Chang6 Formation of Hu2 block, Huanjiang oilfield, Ordos Basin

(2017) Liu Longlong et al.   PETROLEUM SCIENCE AND TECHNOLOGY

A Survey on Evolutionary Computation Approaches to Feature Selection

(2016) Bing Xue et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Impact of diagenesis on the reservoir quality of tight oil sandstones: The case of Upper Triassic Yanchang Formation Chang 7 oil layers in Ordos Basin, China

(2016) Jin Lai et al.   JOURNAL OF PETROLEUM SCIENCE AND ENGINEERING

How does the pore-throat size control the reservoir quality and oiliness of tight sandstones? The case of the Lower Cretaceous Quantou Formation in the southern Songliao Basin, China

(2016) Kelai Xi et al.   MARINE AND PETROLEUM GEOLOGY