Postdoctoral Fellows
Postdoctoral Fellow
Current
Deep learning based seismic data processing, Automatic differentiation framework-based seismic imaging tools development
Wang S., Y. Jiang, P. Song, J. Tan, Z. Liu, B. He. (2023) Memory Optimization in RNN-based Full Waveform Inversion using Boundary Saving Wavefield Reconstruction: IEEE Transactions on Geoscience and Remote Sensing, doi:10.1109/TGRS.2023.3317529.
Wang S., P. Song, J. Tan, B. He, Q. Wang, G. Du. (2022) Attention-based neural network for erratic noise attenuation from seismic data with a shuffled noise training data generation strategy: IEEE Transactions on Geoscience and Remote Sensing, doi:10.1109/TGRS.2022.3197929.
Wang S., P. Song, J. Tan, B. He, P. Song, Q. Wang, et al. (2023) Deep learning-based attenuation for shear wave leakage from ocean-bottom node data: Geophysics, doi:10.1190/geo2022-0252.1.
Wang, S., Tan, J., Song, P., He, B., Wang, Q., & Du, G. (2023) Deep learning for noise attenuation from the OBN 4C data: Geophysical Prospecting, doi:10.1111/1365-2478.13336
Wang, S., Song, P., Tan, J., Xia, D., Du, G., & Wang, Q. (2022) Deblending of seismic data in the wavelet domain via a convolutional neural network based on data augmentation: Geophysical Prospecting, doi:10.1111/1365-2478.13277
Wang S., P. Song, J. Tan, C. Xie, B. Zhao, S. Mao, 2022, The least-squares reverse time migration with gradient optimization based on QHAdam: Chinese Journal of Geophysics (Chinese Edition), doi:10.6038/cjg2022P0364.s
2020-2024 Ph.D. Marine geophysics, Ocean University of China
2018-2020 M.Sc. Geo-detection and information technology, Ocean University of China
2014-2018 B.Sc. Prospecting technology and engineering, Shandong University of Science and Technology
2024 Outstanding graduate student of Ocean university of China
2022 China National Scholarship
2020 Graduate Scholarship of Ocean University of China
Physical Science and Engineering Division (PSE)