| Solving the frequency-domain acoustic VTI wave equation using physics-informed neural networks C Song, T Alkhalifah, U Waheed Geophysical Journal International 225, 846-859, 2021 | 136 | 2021 |
| PINNeik: Eikonal solution using physics-informed neural networks U bin Waheed, E Haghighat, T Alkhalifah, C Song, Q Hao Computers & Geosciences 155, 104833, 2021 | 113 | 2021 |
| Wavefield reconstruction inversion via physics-informed neural networks C Song, TA Alkhalifah IEEE Transactions on Geoscience and Remote Sensing 60, 5908012, 2022 | 70 | 2022 |
| 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 | 62 | 2022 |
| Random noise de-noising and direct wave eliminating based on SVD method for ground penetrating radar signals C Liu, C Song, Q Lu Journal of Applied Geophysics 144, 125-133, 2017 | 55 | 2017 |
| 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 | 53 | 2021 |
| Impedance inversion based on L1 norm regularization C Liu, C Song, Q Lu, Y Liu, X Feng, Y Gao Journal of Applied Geophysics 120, 7-13, 2015 | 41 | 2015 |
| PINNtomo: Seismic tomography using physics-informed neural networks U Waheed, T Alkhalifah, E Haghighat, C Song, J Virieux arXiv preprint arXiv:2104.01588, 2021 | 34 | 2021 |
| Micro-seismic event estimation and velocity analysis based on a source-focusing function C Song, T Alkhalifah, Z Wu Geophysics 84 (3), KS85–KS94, 2019 | 31 | 2019 |
| Simulating seismic multifrequency wavefields with the Fourier feature physics-informed neural network C Song, Y Wang Geophysical Journal International 232 (3), 1503-1514, 2023 | 28 | 2023 |
| Passive seismic event estimation using multiscattering waveform inversion C Song, Z Wu, T Alkhalifah Geophysics 84 (3), KS59-KS69, 2019 | 27 | 2019 |
| An efficient wavefield inversion: Using a modified source function in the wave equation T Alkhalifah, C Song Geophysics 84 (6), R909-R922, 2019 | 26 | 2019 |
| 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 | 25 | 2020 |
| Efficient Wavefield Inversion With Outer Iterations and Total Variation Constraint C Song, T Alkahlifah IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING 58 (8), 5836-5846, 2020 | 23 | 2020 |
| Microseismic Event Estimation Based on an Efficient Wavefield Inversion C Song, T Alkahlifah IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE …, 2019 | 20 | 2019 |
| Wavefield solutions from machine learned functions that approximately satisfy the wave equation T Alkhalifah, C Song, UB Waheed, Q Hao EAGE 2020 annual conference & exhibition online 2020 (1), 1-5, 2020 | 19 | 2020 |
| High-frequency wavefield extrapolation using the Fourier neural operator C Song, Y Wang Journal of Geophysics and Engineering 19 (2), 269-282, 2022 | 16 | 2022 |
| A modified physics-informed neural network with positional encoding X Huang, T Alkhalifah, C Song SEG International Exposition and Annual Meeting, D011S106R002, 2021 | 16 | 2021 |
| An efficient wavefield inversion for transversely isotropic media with a vertical axis of symmetry C Song, T Alkahlifah Geophysics 85 (3), R195-R206, 2020 | 16 | 2020 |
| Machine learned Green's functions that approximately satisfy the wave equation T Alkhalifah, C Song, U Waheed SEG International Exposition and 90th Annual Meeting, 2638-2642, 2020 | 11 | 2020 |
Tariq ALKHALIFAHProfessor of Geophysics, KAUSTVerified email at kaust.edu.sa
