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

Wang S., P. Song, J. Tan, C. Xie, S. Mao, Q. Wang, 2021, Gaussian-type weighted hybrid absorbing boundary for elastic wave simulation and its acceleration on GPU: Oil Geophysical Prospecting (Chinese Edition), doi:10.13810/j.cnki.issn.1000-7210.2021.03.007.

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