Publications

Abdullah Alali, Tariq Alkhalifah (2022). Integrating U-net with full-waveform inversion for an efficient salt body construction. In Second International Meeting for Applied Geoscience & Energy.

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Abdullah Alali, Vladimir Kazei, Bingbing Sun, Tariq Alkhalifah (2022). Time-lapse data matching using a recurrent neural network approach. Geophysics.

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Abdullah Alali, Tariq Alkalifah (2022). Learning to Unflood the Salt in Full-Waveform Inversion, Application on Vintage GOM Data. In 83rd EAGE Annual Conference & Exhibition.

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Abdullah Alali, Vladimir Kazei, Mahesh Kalita, Tariq Alkhalifah (2022). Deep learning unflooding for robust subsalt waveform inversion. Geophysical prospecting.

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Abdullah Alali, Fatai Anifowose (2021). Seismic velocity modeling in the digital transformation era: a review of the role of machine learning. Journal of Petroleum Exploration and Production Technology.

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Abdullah Alali, Robert Smith, Philippe Nivelet, Andrey Bakulin, Tariq Alkalifah (2021). Time-lapse seismic cross-equalization using temporal convolutional networks. In First International Meeting for Applied Geoscience & Energy Expanded Abstracts.

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Abdullah Alali, Vladimir Kazei, Bingbing Sun, Basmah Altaf, Xiangliang Zhang, Tariq Alkalifah (2020). Time-lapse Cross-equalization by deep learning. In EAGE 2020 Annual Conference & Exhibition Online.

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Abdullah Alali, Vladimir Kazei, Bingbing Sun, Robert Smith, Phlippe Nivlet, Andrey Bakulin, Tariq Alkalifah (2020). Cross-equalization of time-lapse seismic data using recurrent neural networks. In SEG International Exposition and Annual Meeting.

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Abdullah Alali, Bingbing Sun, Tariq Alkhalifah (2020). The effectiveness of a pseudo inverse extended born operator to handle lateral heterogeneity for imaging and velocity analysis applications. Geophysical prospecting.

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