Seismic Impedance Inversion Using Fully Convolutional Residual Network and Transfer Learning

Bangyu Wu, Delin Meng, Lingling Wang, +2

IEEE Geoscience and Remote Sensing Letters

Convolutional Neural NetworkEngineeringMachine LearningSeismic WaveConvolutional Residual Network +14

Self-Adaptive Generalized S-Transform and Its Application in Seismic Time–Frequency Analysis

Naihao Liu, Jinghuai Gao, Bo Zhang, +2

IEEE Transactions on Geoscience and Remote Sensing

EngineeringSeismic WaveSynthetic Wedge ModelGeophysical Signal ProcessingVibration Analysis +18

Seismic Data Reconstruction via Wavelet-Based Residual Deep Learning

Naihao Liu, Lukun Wu, Jiale Wang, +3

IEEE Transactions on Geoscience and Remote Sensing

Data AugmentationEarthquake EngineeringEngineeringMachine LearningConvolutional Neural Network +13

Synchroextracting transform: The theory analysis and comparisons with the synchrosqueezing transform

Zhen Li, Jinghuai Gao, Hui Li, +3

Signal Processing

Integral TransformSystems EngineeringClock SynchronizationTheory AnalysisSynchrosqueezing Transform

Time–Frequency Analysis of Seismic Data Using a Three Parameters S Transform

Naihao Liu, Jinghuai Gao, Bo Zhang, +2

IEEE Geoscience and Remote Sensing Letters

Tf ResolutionEngineeringSeismic WaveS TransformSeismic Data Using +20

Seismic Time–Frequency Analysis via STFT-Based Concentration of Frequency and Time

Naihao Liu, Jinghuai Gao, Xiudi Jiang, +2

IEEE Geoscience and Remote Sensing Letters

EngineeringSeismic WaveTime-frequency AnalysisData ScienceSeismic Analysis +16

High-Resolution Seismic Time–Frequency Analysis Using the Synchrosqueezing Generalized S-Transform

Qian Wang, Jinghuai Gao, Naihao Liu, +1

IEEE Geoscience and Remote Sensing Letters

High ResolutionTf ResolutionEngineeringSeismic WaveGeophysical Signal Processing +15

Automatic Lithology Identification by Applying LSTM to Logging Data: A Case Study in X Tight Rock Reservoirs

Jing Lin, Hui Li, Naihao Liu, +2

IEEE Geoscience and Remote Sensing Letters

Convolutional Neural NetworkEngineeringMachine LearningGeomorphologyMachine Learning Tool +23

Common-azimuth seismic data fault analysis using residual UNet

Naihao Liu, Tao He, Yajun Tian, +3

Interpretation

Semiautomatic first-arrival picking of microseismic events by using the pixel-wise convolutional image segmentation method

Hao Wu, Bo Zhang, Fangyu Li, +1

Geophysics

Convolutional Neural NetworkEngineeringMachine LearningMicroseismic EventsGeophysical Signal Processing +17