Pretraining system and method for seismic data processing using machine learning BB Sun, TA Alkhalifah US Patent 12,614,072 , 2026 2026 Citations: 3
Enhancing seismic image resolution using Brownian diffusion bridge model B Sun, AM Ali, T Alkhalifah SEG International Exposition and Annual Meeting, SEG-2024-4098633 , 2024 2024 Citations: 1
Regularization for full-waveform inversion by generative diffusion model with score distillation B Sun SEG International Exposition and Annual Meeting, SEG-2024-4098640 , 2024 2024
Robust full waveform inversion of seismic data method and device BB Sun, T Alkhalifah US Patent 11,852,767 , 2023 2023 Citations: 7
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 61, 1-22 , 2023 2023 Citations: 5
System and method for using a neural network to formulate an optimization problem BB Sun, TA Alkhalifah US Patent App. 17/783,323 , 2023 2023 Citations: 1
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 2022 Citations: 22
Time-lapse data matching using a recurrent neural network approach A Alali, V Kazei, B Sun, T Alkhalifah Geophysics 87 (5), V405-V417 , 2022 2022 Citations: 21
Wave-equation migration velocity analysis via the optimal-transport-based objective function Y Tang, B Sun, T Alkhalifah Geophysics 87 (3), U109-U120 , 2022 2022 Citations: 9
Pseudoelastic pure P-mode wave equation B Sun, T Alkhalifah Geophysics 86 (6), T469-T485 , 2021 2021 Citations: 11
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 2021 Citations: 3
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 2021 Citations: 2
Compressing seismic wavefields in three-dimensional reverse time migration BB Sun, H Liu, V Etienne, X Ji US Patent 11,016,212 , 2021 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 2020 Citations: 1
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 2020 Citations: 22
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 2020 Citations: 7
ML-descent: An optimization algorithm for full-waveform inversion using machine learning B Sun, T Alkhalifah Geophysics 85 (6), R477-R492 , 2020 2020 Citations: 65
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 2020 Citations: 12
ML-adjoint: learn the adjoint source directly for full waveform inversion using machine learning B Sun, T Alkhalifah SEG Technical Program Expanded Abstracts 39 (1), 1536-1540 , 2020 2020 Citations: 3
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 2020 Citations: 16
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 2019 Citations: 84
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 2018 Citations: 82
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 2018 Citations: 69
ML-descent: An optimization algorithm for full-waveform inversion using machine learning B Sun, T Alkhalifah Geophysics 85 (6), R477-R492 , 2020 2020 Citations: 65
Robust full-waveform inversion with radon-domain matching filter B Sun, T Alkhalifah Geophysics 84 (5), R707-R724 , 2019 2019 Citations: 33
Automatic wave-equation migration velocity analysis by focusing subsurface virtual sources B Sun, T Alkhalifah Geophysics 83 (2), U1-U8 , 2018 2018 Citations: 31
Adaptive traveltime inversion B Sun, T Alkhalifah Geophysics 84 (4), U13-U29 , 2019 2019 Citations: 25
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 2009 Citations: 25
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 2022 Citations: 22
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 2020 Citations: 22
Time-lapse data matching using a recurrent neural network approach A Alali, V Kazei, B Sun, T Alkhalifah Geophysics 87 (5), V405-V417 , 2022 2022 Citations: 21
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 2020 Citations: 18
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 2020 Citations: 16
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 2019 Citations: 16
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 2016 Citations: 15
ML-descent: An optimization algorithm for FWI using machine learning B Sun, T Alkhalifah SEG International Exposition and Annual Meeting, D033S039R003 , 2019 2019 Citations: 14
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 2018 Citations: 14
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 2020 Citations: 12
