RECENT SCHOLAR PUBLICATIONS
- Robust full waveform inversion of seismic data method and deviceBB Sun, T AlkhalifahUS Patent 11,852,767 2023
- Pretraining system and method for seismic data processing using machine learningBB Sun, TA AlkhalifahUS Patent App. 18/029,946 2023
- An anisotropic waveform inversion using an optimal transport matching filter objective: an application to an offshore field datasetB Sun, T AlkhalifahIEEE Transactions on Geoscience and Remote Sensing 2023
- System and method for using a neural network to formulate an optimization problemBB Sun, TA AlkhalifahUS Patent App. 17/783,323 2023
- ML-misfit: A neural network formulation of the misfit function for full-waveform inversionB Sun, T AlkhalifahFrontiers in Earth Science 10, 1011825 2022
- Time-lapse data matching using a recurrent neural network approachA Alali, V Kazei, B Sun, T AlkhalifahGeophysics 87 (5), V405-V417 2022
- Wave-equation migration velocity analysis via the optimal-transport-based objective functionY Tang, B Sun, T AlkhalifahGeophysics 87 (3), U109-U120 2022
- Pseudoelastic pure P-mode wave equationB Sun, T AlkhalifahGeophysics 86 (6), T469-T485 2021
- Automatic unflooding for salt base using U-net in full-waveform inversion frameworkA Alali, V Kazei, B Sun, M Kalita, T Alkhalifah82nd EAGE Annual Conference & Exhibition 2021 (1), 1-5 2021
- High frequency waveform inversion: Is it worth doing?T Alkhalifah, B Sun, Q Gou82nd EAGE Annual Conference & Exhibition-Workshop Programme 2021 (1), 1-4 2021
- Elastic correction for anisotropic acoustic wave equationB Sun, T Alkhalifah 2021
- Elastic full-waveform inversion using a pseudo-elastic pure P-mode wave equationB Sun, T Alkhalifah 2021
- Pseudo-elastic pure P-waves wave equationB Sun, T Alkhalifah 2021
- Compressing seismic wavefields in three-dimensional reverse time migrationBB Sun, H Liu, V Etienne, X JiUS Patent 11,016,212 2021
- Salt body flooding using activation functions from machine learningA Alali, B Sun, V Kazei, T AlkhalifahEAGE 2020 Annual Conference & Exhibition Online 2020 (1), 1-5 2020
- ML-misfit: Learning a robust misfit function for full-waveform inversion using machine learningB Sun, T AlkhalifahEAGE 2020 Annual Conference & Exhibition Online 2020 (1), 1-5 2020
- A data-driven choice of misfit function for FWI using reinforcement learningB Sun, T AlkhalifahEAGE 2020 Annual Conference & Exhibition Online 2020 (1), 1-5 2020
- ML-descent: An optimization algorithm for full-waveform inversion using machine learningB Sun, T AlkhalifahGeophysics 85 (6), R477-R492 2020
- Cross-equalization of time-lapse seismic data using recurrent neural networksA Alali, V Kazei, B Sun, R Smith, P Nivlet, A Bakulin, T AlkalifahSEG International Exposition and Annual Meeting, D031S030R007 2020
- ML-adjoint: learn the adjoint source directly for full waveform inversion using machine learningB Sun, T AlkhalifahSEG Technical Program Expanded Abstracts, 1536-1540 2020