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Umair bin Waheed
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Year
Solving the frequency-domain acoustic VTI wave equation using physics-informed neural networks
C Song, T Alkhalifah, UB Waheed
Geophysical Journal International 225 (2), 846-859, 2021
1352021
PINNeik: Eikonal solution using physics-informed neural networks
U bin Waheed, E Haghighat, T Alkhalifah, C Song, Q Hao
Computers & Geosciences 155, 104833, 2021
1122021
An iterative, fast-sweeping-based eikonal solver for 3D tilted anisotropic media
UB Waheed, CE Yarman, G Flagg
Geophysics 80 (3), C49-C58, 2015
962015
A versatile framework to solve the Helmholtz equation using physics-informed neural networks
C Song, T Alkhalifah, UB Waheed
Geophysical Journal International 228 (3), 1750-1762, 2022
582022
Wavefield solutions from machine learned functions constrained by the Helmholtz equation
T Alkhalifah, C Song, U bin Waheed, Q Hao
Artificial Intelligence in Geosciences 2, 11-19, 2021
512021
A comparison of high-order explicit Runge–Kutta, extrapolation, and deferred correction methods in serial and parallel
D Ketcheson, U bin Waheed
Communications in applied mathematics and computational science 9 (2), 175-200, 2014
472014
A fast sweeping algorithm for accurate solution of the tilted transversely isotropic eikonal equation using factorization
U Waheed, T Alkhalifah
Geophysics 82 (6), WB1-WB8, 2017
462017
First-arrival traveltime tomography for anisotropic media using the adjoint-state method
U Waheed, G Flagg, CE Yarman
Geophysics 81 (4), R147-R155, 2016
432016
Automated event detection and denoising method for passive seismic data using residual deep convolutional neural networks
A Othman, N Iqbal, SM Hanafy, UB Waheed
IEEE Transactions on Geoscience and Remote Sensing 60, 1-11, 2021
352021
PINNtomo: Seismic tomography using physics-informed neural networks
U Waheed, T Alkhalifah, E Haghighat, C Song, J Virieux
arXiv preprint arXiv:2104.01588, 2021
342021
Data-driven microseismic event localization: An application to the Oklahoma Arkoma basin hydraulic fracturing data
H Wang, T Alkhalifah, U bin Waheed, C Birnie
IEEE Transactions on Geoscience and Remote Sensing 60, 1-12, 2021
322021
Effective orthorhombic anisotropic models for wavefield extrapolation
W Ibanez-Jacome, T Alkhalifah, U Waheed
Geophysical Journal International 198 (3), 1653-1661, 2014
312014
An ANN model to predict oil recovery from a 5-spot waterflood of a heterogeneous reservoir
S Kalam, U Yousuf, SA Abu-Khamsin, UB Waheed, RA Khan
Journal of Petroleum Science and Engineering 210, 110012, 2022
302022
Efficient traveltime solutions of the acoustic TI eikonal equation
U Waheed, T Alkhalifah, H Wang
Journal of Computational Physics 282, 62-76, 2015
292015
Efficient Anisotropic Wavefield Extrapolation Using Effective Isotropic Models
T Alkhalifah, X Ma, U Waheed, M Zuberi
75th EAGE Conference & Exhibition incorporating SPE EUROPEC 2013, 2013
282013
Machine learning in microseismic monitoring
D Anikiev, C Birnie, U bin Waheed, T Alkhalifah, C Gu, DJ Verschuur, ...
Earth-Science Reviews 239, 104371, 2023
262023
Diffraction traveltime approximation for TI media with an inhomogeneous background
U Waheed, T Alkhalifah, A Stovas
Geophysics 78 (5), WC103-WC111, 2013
262013
Eikonal solution using physics-informed neural networks
UB Waheed, E Haghighat, T Alkhalifah, C Song, Q Hao
EAGE 2020 Annual Conference & Exhibition Online 2020 (1), 1-5, 2020
242020
Machine learning algorithms for automatic velocity picking: K-means vs. DBSCAN
U Bin Waheed, S Al-Zahrani, SM Hanafy
SEG International Exposition and Annual Meeting, D033S048R008, 2019
242019
Pure P‐and S‐wave equations in transversely isotropic media
A Stovas, T Alkhalifah, U bin Waheed
Geophysical Prospecting 68 (9), 2762-2769, 2020
202020
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Articles 1–20