Simultaneous seismic data interpolation and denoising with a new adaptive method based on dreamlet transform

Benfeng Wang, Ru‐Shan Wu, Xiaohong Chen, +1

Geophysical Journal International

EngineeringWeighted Pocs MethodMulti-resolution MethodNoise ReductionSeismic Analysis +14

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

Robust deep learning seismic inversion with<i>a priori</i>initial model constraint

Jian Zhang, Jingye Li, Xiaohong Chen, +3

Geophysical Journal International

Artificial IntelligenceGeometric LearningConvolutional Neural NetworkEngineeringMachine Learning +15

Lithofacies identification using support vector machine based on local deep multi-kernel learning

Xingye Liu, Lin Zhou, Xiaohong Chen, +1

Petroleum Science

EngineeringMachine LearningBiometricsKernel FunctionText Mining +16

Deep Classified Autoencoder for Lithofacies Identification

Xingye Liu, Guangzhou Shao, Yuwei Liu, +4

IEEE Transactions on Geoscience and Remote Sensing

EngineeringMachine LearningAutoencodersImage ClassificationPre-training +15

An Improved Weighted Projection Onto Convex Sets Method for Seismic Data Interpolation and Denoising

Benfeng Wang, Xiaohong Chen, Jingye Li, +1

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Numerical AnalysisEngineeringConvex SetsSimultaneous InterpolationMulti-resolution Method +16

Nonlocal Weighted Robust Principal Component Analysis for Seismic Noise Attenuation

Xingye Liu, Xiaohong Chen, Jingye Li, +1

IEEE Transactions on Geoscience and Remote Sensing

EngineeringSeismic WaveNoise ReductionData ScienceSeismic Analysis +19

Prestack amplitude versus angle inversion for Young's modulus and Poisson's ratio based on the exact Zoeppritz equations

Lin Zhou, Jingye Li, Xiaohong Chen, +2

Geophysical Prospecting

Numerical AnalysisRock TestingEngineeringMechanical EngineeringMechanics Modeling +17

Extreme learning machine for multivariate reservoir characterization

Xingye Liu, Qiang Ge, Xiaohong Chen, +2

Journal of Petroleum Science and Engineering

EngineeringMachine LearningExtreme Learning MachinePredictive AnalyticsReservoir Computing +4

Nonlinear amplitude versus angle inversion for transversely isotropic media with vertical symmetry axis using new weak anisotropy approximation equations

Lin Zhou, Zhuo-Chao Chen, Jingye Li, +3

Petroleum Science

Numerical AnalysisEngineeringSeismic WaveComputational MechanicsNonlinear Acoustic +18