Jicai Ding

Automatic Fault Delineation in 3-D Seismic Images With Deep Learning: Data Augmentation or Ensemble Learning?

Shizhen Li, Naihao Liu, Fangyu Li et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 65 citations

Artificial Intelligence, Structured Prediction, Convolutional Neural Network +20

SparseTFNet: A Physically Informed Autoencoder for Sparse Time–Frequency Analysis of Seismic Data

Yang Yang, Youbo Lei, Naihao Liu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 32 citations

Self-Supervised Deep Learning for Nonlinear Seismic Full Waveform Inversion

Zhaoqi Gao, Wei Yang, Chuang Li et al. · IEEE Transactions on Geoscience and Remote Sensing · 2022 · 16 citations

Full Information, Machine Learning, Data Science +12

Application of AVF Inversion on Shale Gas Reservoir TOC Prediction

Jicai Ding, Xiaozhi Chen, Xiudi Jiang et al. · 2015 · 12 citations

Sweet Spots, Petroleum Reservoir, Support Vector Machine +15

FaultSeg3D plus: A comprehensive study on evaluating and improving CNN-based seismic fault segmentation

Xinming Wu, Zhenyu Zhu, Jicai Ding et al. · Geophysics · 2024 · 11 citations