Shijun Cheng

16 papers Journal 16
YearRankTypeTitle / Venue / Authors
2026 J jnl
Propagating the prior from far to near offset: A self-supervised diffusion framework for progressively recovering near-offsets of towed-streamer data.
CoRR
Shijun Cheng, Tariq Alkhalifah
2025 J jnl
A generative foundation model for an all-in-one seismic processing framework.
CoRR
Shijun Cheng, Randy Harsuko, Tariq Alkhalifah
2025 J jnl
DiffPINN: Generative diffusion-initialized physics-informed neural networks for accelerating seismic wavefield representation.
CoRR
Shijun Cheng, Tariq Alkhalifah
2025 J jnl
Multi-frequency wavefield solutions for variable velocity models using meta-learning enhanced low-rank physics-informed neural network.
CoRR
Shijun Cheng, Tariq Alkhalifah
2025 J jnl
Self-Supervised Seismic Resolution Enhancement.
IEEE Trans. Geosci. Remote. Sens.
Shijun Cheng, Haoran Zhang, Tariq Alkhalifah
2025 J jnl
SeparationPINN: Physics-Informed Neural Networks for Seismic P- and S-Wave Mode Separation.
IEEE Trans. Geosci. Remote. Sens.
Xinru Mu, Shijun Cheng, Tariq Alkhalifah
2025 J jnl
Well- and Structure-Constrained Initial Velocity Building for Full-Waveform Inversion via a Generative Diffusion Model.
IEEE Trans. Geosci. Remote. Sens.
Qingchen Zhang, Shijun Cheng, Wei Chen, Weijian Mao
2024 J jnl
Gabor-Based Learnable Sparse Representation for Self-Supervised Denoising.
IEEE Trans. Geosci. Remote. Sens.
Sixiu Liu, Shijun Cheng, Tariq Alkhalifah
2024 J jnl
Generative Diffusion Model for Seismic Imaging Improvement of Sparsely Acquired Data and Uncertainty Quantification.
IEEE Trans. Geosci. Remote. Sens.
Xingchen Shi, Shijun Cheng, Weijian Mao, Wei Ouyang
2024 J jnl
Propagating the prior from shallow to deep with a pre-trained velocity-model Generative Transformer network.
CoRR
Randy Harsuko, Shijun Cheng, Tariq Alkhalifah
2023 J jnl
Elastic Seismic Imaging Enhancement of Sparse 4C Ocean-Bottom Node Data Using Deep Learning.
IEEE Trans. Geosci. Remote. Sens.
Shijun Cheng, Xingchen Shi, Weijian Mao, Tariq Alkhalifah, Tao Yang, Yuzhu Liu, Heping Sun
2023 J jnl
Multiparameter Acoustic Inversion for Variable-Tilt Transversely Isotropic Media With Generalized Radon Transform.
IEEE Trans. Geosci. Remote. Sens.
Wei Ouyang, Quan Liang, Weijian Mao, Shijun Cheng
2022 J jnl
Born Scattering Integral, Scattering Radiation Pattern, and Generalized Radon Transform Inversion in Acoustic Tilted Transversely Isotropic Media.
IEEE Trans. Geosci. Remote. Sens.
Quan Liang, Wei Ouyang, Weijian Mao, Shijun Cheng, Xuelei Li
2022 J jnl
Deep-Learning-Based Seismic Variable-Size Velocity Model Building.
IEEE Geosci. Remote. Sens. Lett.
Meng Du, Shijun Cheng, Weijian Mao
2022 J jnl
Multi-Parameter True-Amplitude Generalized Radon Transform Inversion for Acoustic Transversely Isotropic Media With a Vertical Symmetry Axis.
IEEE Trans. Geosci. Remote. Sens.
Wei Ouyang, Quan Liang, Weijian Mao, Shijun Cheng
2022 J jnl
Well-Guided Multisource Elastic Full-Waveform Inversion.
IEEE Trans. Geosci. Remote. Sens.
Qingqing Li, Qingchen Zhang, Qizhen Du, Shijun Cheng