bingbing sun

@kaust.edu.sa

King Abdullah University of Science and Technology



                    

https://researchid.co/bingbingsun

RESEARCH INTERESTS

Seismic imaging, inversion

572

Scholar Citations

14

Scholar h-index

17

Scholar i10-index

RECENT SCHOLAR PUBLICATIONS

  • Robust full waveform inversion of seismic data method and device
    BB Sun, T Alkhalifah
    US Patent 11,852,767 2023

  • Pretraining system and method for seismic data processing using machine learning
    BB Sun, TA Alkhalifah
    US Patent App. 18/029,946 2023

  • An anisotropic waveform inversion using an optimal transport matching filter objective: an application to an offshore field dataset
    B Sun, T Alkhalifah
    IEEE Transactions on Geoscience and Remote Sensing 2023

  • System and method for using a neural network to formulate an optimization problem
    BB Sun, TA Alkhalifah
    US Patent App. 17/783,323 2023

  • ML-misfit: A neural network formulation of the misfit function for full-waveform inversion
    B Sun, T Alkhalifah
    Frontiers in Earth Science 10, 1011825 2022

  • Time-lapse data matching using a recurrent neural network approach
    A Alali, V Kazei, B Sun, T Alkhalifah
    Geophysics 87 (5), V405-V417 2022

  • Wave-equation migration velocity analysis via the optimal-transport-based objective function
    Y Tang, B Sun, T Alkhalifah
    Geophysics 87 (3), U109-U120 2022

  • Pseudoelastic pure P-mode wave equation
    B Sun, T Alkhalifah
    Geophysics 86 (6), T469-T485 2021

  • Automatic unflooding for salt base using U-net in full-waveform inversion framework
    A Alali, V Kazei, B Sun, M Kalita, T Alkhalifah
    82nd EAGE Annual Conference & Exhibition 2021 (1), 1-5 2021

  • High frequency waveform inversion: Is it worth doing?
    T Alkhalifah, B Sun, Q Gou
    82nd EAGE Annual Conference & Exhibition-Workshop Programme 2021 (1), 1-4 2021

  • Elastic correction for anisotropic acoustic wave equation
    B Sun, T Alkhalifah
     2021

  • Elastic full-waveform inversion using a pseudo-elastic pure P-mode wave equation
    B Sun, T Alkhalifah
     2021

  • Pseudo-elastic pure P-waves wave equation
    B Sun, T Alkhalifah
     2021

  • Compressing seismic wavefields in three-dimensional reverse time migration
    BB Sun, H Liu, V Etienne, X Ji
    US Patent 11,016,212 2021

  • Salt body flooding using activation functions from machine learning
    A Alali, B Sun, V Kazei, T Alkhalifah
    EAGE 2020 Annual Conference & Exhibition Online 2020 (1), 1-5 2020

  • ML-misfit: Learning a robust misfit function for full-waveform inversion using machine learning
    B Sun, T Alkhalifah
    EAGE 2020 Annual Conference & Exhibition Online 2020 (1), 1-5 2020

  • A data-driven choice of misfit function for FWI using reinforcement learning
    B Sun, T Alkhalifah
    EAGE 2020 Annual Conference & Exhibition Online 2020 (1), 1-5 2020

  • ML-descent: An optimization algorithm for full-waveform inversion using machine learning
    B Sun, T Alkhalifah
    Geophysics 85 (6), R477-R492 2020

  • Cross-equalization of time-lapse seismic data using recurrent neural networks
    A Alali, V Kazei, B Sun, R Smith, P Nivlet, A Bakulin, T Alkalifah
    SEG International Exposition and Annual Meeting, D031S030R007 2020

  • ML-adjoint: learn the adjoint source directly for full waveform inversion using machine learning
    B Sun, T Alkhalifah
    SEG Technical Program Expanded Abstracts, 1536-1540 2020

MOST CITED SCHOLAR PUBLICATIONS

  • The application of an optimal transport to a preconditioned data matching function for robust waveform inversion
    B Sun, T Alkhalifah
    Geophysics 84 (6), R923-R945 2019
    Citations: 64

  • Multiparameter elastic full waveform inversion with facies-based constraints
    Z Zhang, T Alkhalifah, EZ Naeini, B Sun
    Geophysical Journal International 213 (3), 2112-2127 2018
    Citations: 64

  • Full model wavenumber inversion: Identifying sources of information for the elusive middle model wavenumbers
    T Alkhalifah, BB Sun, Z Wu
    Geophysics 83 (6), R597-R610 2018
    Citations: 53

  • ML-descent: An optimization algorithm for full-waveform inversion using machine learning
    B Sun, T Alkhalifah
    Geophysics 85 (6), R477-R492 2020
    Citations: 51

  • Automatic wave-equation migration velocity analysis by focusing subsurface virtual sources
    B Sun, T Alkhalifah
    Geophysics 83 (2), U1-U8 2018
    Citations: 32

  • Robust full-waveform inversion with radon-domain matching filter
    B Sun, T Alkhalifah
    Geophysics 84 (5), R707-R724 2019
    Citations: 28

  • 孤岛面小煤柱沿空巷道稳定性研究
    赵鹏， 马占国， 张帆， 孙兵兵
    采矿与安全工程学报 23 (3), 354-357 2006
    Citations: 28

  • Solving wave equations in the curvelet domain: A multi-scale and multi-directional approach
    B Sun, J Ma, H Chauris, H Yang
    Journal of Seismic Exploration 18 (4), 385-399 2009
    Citations: 23

  • ML-misfit: Learning a robust misfit function for full-waveform inversion using machine learning
    B Sun, T Alkhalifah
    EAGE 2020 Annual Conference & Exhibition Online 2020 (1), 1-5 2020
    Citations: 21

  • Adaptive traveltime inversion
    B Sun, T Alkhalifah
    Geophysics 84 (4), U13-U29 2019
    Citations: 19

  • A robust waveform inversion using a global comparison of modeled and observed data
    B Sun, T Alkhalifah
    The Leading Edge 38 (3), 185-192 2019
    Citations: 17

  • Mitigate cycle skipping in FWI: A generalized instanatenous travel-time approach
    B Sun, T Alkhalifah
    80th EAGE Conference and Exhibition 2018 2018 (1), 1-5 2018
    Citations: 16

  • Joint minimization of the mean and information entropy of the matching filter distribution for a robust misfit function in full-waveform inversion
    B Sun, TA Alkhalifah
    IEEE Transactions on Geoscience and Remote Sensing 58 (7), 4704-4720 2020
    Citations: 15

  • The effectiveness of a pseudo‐inverse extended born operator to handle lateral heterogeneity for imaging and velocity analysis applications
    A Alali, B Sun, T Alkhalifah
    Geophysical Prospecting 68 (4), 1154-1166 2020
    Citations: 14

  • 基于第二代小波自适应网格的二维声波方程波传模拟
    宓铁良， 孙兵兵， 杨慧珠
    地球物理学报 52 (11), 2862-2869 2009
    Citations: 14

  • Splitting algorithms for the high-order compact finite-difference schemes in wave-equation modeling
    C Zhang, B Sun, J Ma, H Yang, Y Hu
    Geophysics 81 (6), T295-T302 2016
    Citations: 13

  • Nonstationary filter used in microseismic-source imaging
    C Song, T Alkhalifah, Z Wu, B Sun
    SEG International Exposition and Annual Meeting, SEG-2017-17658444 2017
    Citations: 10

  • Salt body inversion using an optimal transport of the preconditioned matching filter
    B Sun, T Alkhalifah
    81st EAGE Conference and Exhibition 2019 2019 (1), 1-5 2019
    Citations: 8

  • Wave-equation migration velocity analysis via the optimal-transport-based objective function
    Y Tang, B Sun, T Alkhalifah
    Geophysics 87 (3), U109-U120 2022
    Citations: 7

  • The application of an optimal transport to a preconditioned data matching function for robust waveform inversion: 88th Annual International Meeting
    B Sun, T Alkhalifah
    SEG, Expanded Abstracts, 5168-5172 2018
    Citations: 7