Seismic velocity modeling in the digital transformation era: a review of the role of machine learning A AlAli, F Anifowose Journal of Petroleum Exploration and Production Technology, 1-14, 2022 | 17 | 2022 |
Deep learning unflooding for robust subsalt waveform inversion A Alali, V Kazei, M Kalita, T Alkhalifah Geophysical Prospecting 72 (Machine learning applications in geophysical …, 2023 | 14 | 2023 |
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, 2020 | 14 | 2020 |
Time-lapse Cross-equalization by deep learning A Alali, V Kazei, B Altaf, X Zhang, T Alkhalifah EAGE 2020 Annual Conference & Exhibition Online 2020 (1), 1-5, 2020 | 7 | 2020 |
Time-lapse data matching using a recurrent neural network approach A Alali, V Kazei, B Sun, T Alkhalifah Geophysics 87 (5), V405-V417, 2022 | 6 | 2022 |
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 | 6 | 2020 |
High-wavenumber extrapolation for band-limited fwi results using deep learning Y Li, A Alali, T Alkhalifah 83rd EAGE Annual Conference & Exhibition 2022 (1), 1-5, 2022 | 4 | 2022 |
Integrating U-nets into a multi-scale waveform inversion for salt body building A Alali, T Alkhalifah arXiv preprint arXiv:2304.02758, 2023 | 3 | 2023 |
Time-lapse seismic cross-equalization using temporal convolutional networks A Alali, R Smith, P Nivlet, A Bakulin, T Alkhalifah SEG International Exposition and Annual Meeting, D011S060R008, 2021 | 3 | 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 | 3 | 2021 |
Integrating U-nets into a Multi-scale Full-waveform Inversion for Salt Body Building A Alali, T Alkhalifah IEEE Transactions on Geoscience and Remote Sensing, 2023 | 2 | 2023 |
Integrating U-net with full-waveform inversion for an efficient salt body construction A Alaliand, T Alkhalifah Second International Meeting for Applied Geoscience & Energy, 917-921, 2022 | 2 | 2022 |
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 | 1 | 2020 |
Accounting for lateral heterogeneity in a pseudo inverse operator of the extended born A Alali, T Alkhalifah, B Sun 80th EAGE Conference and Exhibition 2018 2018 (1), 1-5, 2018 | 1 | 2018 |
Physics‐reliable frugal local uncertainty analysis for full waveform inversion M Izzatullah, A Alali, M Ravasi, T Alkhalifah Geophysical Prospecting, 2024 | | 2024 |
Enabling full-waveform inversion to recover salt bodies in challenging conditions: A field data application A Alali, T Alkhalifah 84th EAGE Annual Conference & Exhibition 2023 (1), 1-5, 2023 | | 2023 |
Uncertainty Analysis for Full Waveform Inversion for the Imaging and Wave Propagation Scales TA Alkhalifah, M Izzatullah, M Ravasi, A AlAli European Association of Geoscientists & Engineers, 2023 | | 2023 |
Learning to Unflood the Salt in Full-Waveform Inversion, Application on Vintage GOM Data A Alali, T Alkhalifah 83rd EAGE Annual Conference & Exhibition 2022 (1), 1-5, 2022 | | 2022 |
Robust wave equation migration velocity analysis using a normalized differential semblance misfit function A Alali, B Sun, T Alkhalifah 81st EAGE Conference and Exhibition 2019 2019 (1), 1-5, 2019 | | 2019 |
Seismic Imaging and Velocity Analysis Using a Pseudo Inverse to the Extended Born Approximation AA Alali | | 2018 |