Facies Identification Based on Multikernel Relevance Vector Machine

Xingye Liu, Xiaohong Chen, Jingye Li, +2

IEEE Transactions on Geoscience and Remote Sensing

EngineeringMachine LearningIntelligent Information RetrievalFacies IdentificationText Mining +17

Field data analysis and risk assessment of gas kick during industrial deepwater drilling process based on supervised learning algorithm

Qishuai Yin, Jin Yang, Mayank Tyagi, +3

Process Safety and Environmental Protection

Supervised Learning AlgorithmData ClassificationGas Field DevelopmentEngineeringMachine Learning +13

Machine Learning for Deepwater Drilling: Gas-Kick-Alarm Classification Using Pilot-Scale Rig Data with Combined Surface-Riser-Downhole Monitoring

Qishuai Yin, Jin Yang, Mayank Tyagi, +5

SPE Journal

Summary GasEngineeringMachine LearningWell DiagnosticsMachine Learning Tool +24

Flux Calibration of the BATC Survey and Its Application for Checking the Consistency of the Oke-Gunn Standards

Xu Zhou, Zhaoji Jiang, Suijian Xue, +3

Chinese Journal of Astronomy and Astrophysics

EngineeringAstrostatisticsMeasurementMeasurement Standards (Educational Assessment)Accuracy And Precision +19

Downhole quantitative evaluation of gas kick during deepwater drilling with deep learning using pilot-scale rig data

Qishuai Yin, Jin Yang, Mayank Tyagi, +6

Journal of Petroleum Science and Engineering

Gas Field DevelopmentEngineeringMachine LearningData ScienceCivil Engineering +7

High-Fidelity Permeability and Porosity Prediction Using Deep Learning With the Self-Attention Mechanism

Liuqing Yang, Shoudong Wang, Xiaohong Chen, +7

IEEE Transactions on Neural Networks and Learning Systems

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersReservoir Parameters +14

Drilling performance improvement in offshore batch wells based on rig state classification using machine learning

Qishuai Yin, Jin Yang, Xinxin Hou, +6

Journal of Petroleum Science and Engineering

Data ClassificationSupport Vector MachineClassification MethodEngineeringMachine Learning +10

Self-Attention Fully Convolutional DenseNets for Automatic Salt Segmentation

Omar M. Saad, Wei Chen, Fangxue Zhang, +3

IEEE Transactions on Neural Networks and Learning Systems

Geometric LearningData AugmentationConvolutional Neural NetworkMachine VisionMachine Learning +13

Application of standard and custom quartz tuning forks for quartz-enhanced photoacoustic spectroscopy gas sensing

Haoyang Lin, Yihua Liu, Leqing Lin, +10

Applied Spectroscopy Reviews

EngineeringGas SensorCustom QuartzChemistryAcoustic Sensor +14

Field data analysis and risk assessment of shallow gas hazards based on neural networks during industrial deep-water drilling

Bohan Cao, Qishuai Yin, Yingying Guo, +6

Reliability Engineering & System Safety

Gas Field DevelopmentEngineeringMachine LearningData ScienceCivil Engineering +6