Research output per year
Research output per year
Personal profile
Research Overview
Professor Alkhalifah‘s research interests are in imaging and velocity model building for exploring seismic data with special emphasis on media that exhibit anisotropic behavior of wave propagation. He is also interested in seismic acquisition and processing of near surface data for better near surface treatment.
Key Research Areas
Earth Science and Engineering
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education
Geophysics, Ph.D., Colorado School of Mines
1997
Award Date: Jan 1 1997
Geophysical Engineering, M.S., Colorado School of Mines
1993
Award Date: Jan 1 1993
Geophysics, B.S., King Fahd University of Petroleum and Minerals
1988
Award Date: Jan 1 1988
Fingerprint
Dive into the research topics where Tariq Ali Alkhalifah is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Deep learning unflooding for robust subsalt waveform inversion
Alali, A., Kazei, V., Kalita, M. & Alkhalifah, T., Jan 2024, In: Geophysical Prospecting. 72, 1, p. 7-19 13 p.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations -
Efficient physics-informed neural networks using hash encoding
Huang, X. & Alkhalifah, T., Mar 15 2024, In: Journal of Computational Physics. 501, 112760.Research output: Contribution to journal › Article › peer-review
Open Access5 Scopus citations -
Gabor-based learnable sparse representation for self-supervised denoising
Liu, S., Cheng, S. & Alkhalifah, T., 2024, (Accepted/In press) In: IEEE Transactions on Geoscience and Remote Sensing. 62, p. 1 1 p., 5903016.Research output: Contribution to journal › Article › peer-review
Open Access4 Scopus citations -
Robust data driven discovery of a seismic wave equation
Cheng, S. & Alkhalifah, T., Jan 1 2024, In: Geophysical Journal International. 236, 1, p. 537-546 10 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
A deep learning-based inverse Hessian for Full Waveform Inversion
Alfarhan, M., Ravasi, M. & Alkhalifah, T., Dec 14 2023, p. 635-639. 5 p.Research output: Contribution to conference › Paper › peer-review
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A deep learning seismic processing framework based on pretraining: giving the dataset the attention it needs
Alkhalifah, T. & Harsuko, R., 2023, 3rd EAGE Digitalization Conference and Exhibition 2023. European Association of Geoscientists and Engineers, EAGE, (3rd EAGE Digitalization Conference and Exhibition 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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An Anisotropic Waveform Inversion Using an Optimal Transport Matching Filter Objective: An Application to an Offshore Field Dataset
Sun, B. & Alkhalifah, T. A., Apr 27 2023, In: IEEE Transactions on Geoscience and Remote Sensing. 61, p. 1-22 22 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
A neural network based global traveltime function (GlobeNN)
Taufik, M. H., Waheed, U. B. & Alkhalifah, T. A., Dec 2023, In: Scientific Reports. 13, 1, 7179.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations
Prizes
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Best Geophysics paper presented at GEO'2006 Dhahran
Alkhalifa, T. (Recipient), 2006
Prize: Award or Honor › Presentation Award
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Best student paper at the 62nd SEG annual meeting
Alkhalifa, T. (Recipient), 1996
Prize: Award or Honor › Early Career or Student Award
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EET course instructor for the EAGE
Alkhalifa, T. (Recipient), 2014
Prize: Award or Honor › Teaching Award
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Honorary Lecturer for the Middle East and Africa
Alkhalifa, T. (Recipient), 2011
Prize: Award or Honor › Excellence Award
Press/Media
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Study Findings from King Abdullah University of Science and Technology (KAUST) Update Knowledge in Geophysics (Stable neural network-based traveltime tomography using hard-constrained measurements)
08/23/24
1 item of Media coverage
Press/Media: Press / Media
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New Information Technology Research from King Abdullah University of Science and Technology (KAUST) Outlined (Noise Attenuation in Distributed Acoustic Sensing Data Using a Guided Unsupervised Deep Learning Network)
08/13/24
1 item of Media coverage
Press/Media: Press / Media
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Researchers at King Abdullah University of Science and Technology (KAUST) Release New Data on Geophysics (Posterior Sampling With Convolutional Neural Network-based Plug-and-play Regularization With Applications To Poststack Seismic Inversion)
Alkhalifah, T. A. & Corrales, M.
07/9/24
1 item of Media coverage
Press/Media: Press / Media
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Researchers at King Abdullah University of Science and Technology (KAUST) Release New Data on Networks (Physics-informed Neural Wavefields With Gabor Basis Functions)
07/2/24
1 item of Media coverage
Press/Media: Press / Media
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New Networks Study Results Reported from King Abdullah University of Science and Technology (KAUST) (Multiple Wavefield Solutions In Physics-informed Neural Networks Using Latent Representation)
Alkhalifah, T. A. & Huang, X.
06/21/24
1 item of Media coverage
Press/Media: Press / Media
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Data on Networks Detailed by Researchers at King Abdullah University of Science and Technology (KAUST) (Meta-processing: a Robust Framework for Multi-tasks Seismic Processing)
Alkhalifah, T. A. & Cheng, S.
06/17/24
1 item of Media coverage
Press/Media: Press / Media
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New Findings from King Abdullah University of Science and Technology (KAUST) Update Understanding of Geophysics (Trace-wise Coherent Noise Suppression Via a Self-supervised Blind-trace Deep-learning Scheme)
Alkhalifah, T. A., Birnie, C. E. & Liu, S.
03/29/24
1 item of Media coverage
Press/Media: Press / Media
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US Patent Issued to KING ABDULLAH UNIVERSITY OF SCIENCE AND TECHNOLOGY on Dec. 26 for "Robust full waveform inversion of seismic data method and device" (Saudi Arabia Inventors)
12/26/23
1 item of Media coverage
Press/Media: Press / Media