Tariq Alkhalifah

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 53

Top Topics

Diffusion Models

Total Variation

Linear Transformation

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

J. Comput. Phys.

Publications

Xinquan Huang, Fu Wang, Tariq Alkhalifah
Diffusion-based subsurface multiphysics monitoring and forecasting. CoRR (2024)
Mohammad Mahdi Abedi, David Pardo, Tariq Alkhalifah
Ensemble Deep Learning for Enhanced Seismic Data Reconstruction. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Tariq Alkhalifah, Xinquan Huang
Physics-informed neural wavefields with Gabor basis functions. Neural Networks 175 (2024)
Xinquan Huang, Tariq Alkhalifah
Efficient physics-informed neural networks using hash encoding. J. Comput. Phys. 501 (2024)
Xinquan Huang, Tariq Alkhalifah
Microseismic Source Imaging Using Physics-Informed Neural Networks With Hard Constraints. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Sixiu Liu, Shijun Cheng, Tariq Alkhalifah
Gabor-Based Learnable Sparse Representation for Self-Supervised Denoising. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Mohammad Hasyim Taufik, Xinquan Huang, Tariq Alkhalifah
Multiple Wavefield Solutions in Physics-Informed Neural Networks Using Latent Representation. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Fu Wang, Xinquan Huang, Tariq Alkhalifah
Controllable seismic velocity synthesis using generative diffusion models. CoRR (2024)
Fu Wang, Xinquan Huang, Tariq Alkhalifah
A prior regularized full waveform inversion using generative diffusion models. CoRR (2023)
Yuanyuan Yang, Claire Birnie, Tariq Alkhalifah
Joint Microseismic Event Detection and Location with a Detection Transformer. CoRR (2023)
Senlin Yang, Tariq Alkhalifah, Yuxiao Ren, Bin Liu, Yuanyuan Li, Peng Jiang
Well-Log Information-Assisted High-Resolution Waveform Inversion Based on Deep Learning. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Xinquan Huang, Tariq Alkhalifah
Efficient physics-informed neural networks using hash encoding. CoRR (2023)
Abdullah Alali, Tariq Alkhalifah
Integrating U-Nets Into a Multiscale Full-Waveform Inversion for Salt Body Building. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Yuanyuan Li, Tariq Alkhalifah, Jianping Huang, Zhenchun Li
Self-Supervised Pretraining Vision Transformer With Masked Autoencoders for Building Subsurface Model. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Shijun Cheng, Xingchen Shi, Weijian Mao, Tariq Alkhalifah, Tao Yang, Yuzhu Liu, Heping Sun
Elastic Seismic Imaging Enhancement of Sparse 4C Ocean-Bottom Node Data Using Deep Learning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Haoran Zhang, Tariq Alkhalifah, Yang Liu, Claire Birnie, Xi Di
Improving the Generalization of Deep Neural Networks in Seismic Resolution Enhancement. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Bingbing Sun, Tariq Alkhalifah
An Anisotropic Waveform Inversion Using an Optimal Transport Matching Filter Objective: An Application to an Offshore Field Dataset. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xinquan Huang, Tariq Alkhalifah
GaborPINN: Efficient physics informed neural networks using multiplicative filtered networks. CoRR (2023)
Francesco Brandolin, Matteo Ravasi, Tariq Alkhalifah
PINNslope: seismic data interpolation and local slope estimation with physics informed neural networks. CoRR (2023)
Xinquan Huang, Tariq Alkhalifah
Microseismic source imaging using physics-informed neural networks with hard constraints. CoRR (2023)
Xinquan Huang, Tariq Alkhalifah
GaborPINN: Efficient Physics-Informed Neural Networks Using Multiplicative Filtered Networks. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Mohammad Hasyim Taufik, Tariq Alkhalifah
LatentPINNs: Generative physics-informed neural networks via a latent representation learning. CoRR (2023)
Fu Wang, Xinquan Huang, Tariq Alkhalifah
A Prior Regularized Full Waveform Inversion Using Generative Diffusion Models. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Randy Harsuko, Tariq Alkhalifah
Optimizing a Transformer-based network for a deep learning seismic processing workflow. CoRR (2023)
Tariq Alkhalifah, Xinquan Huang
Physics-informed neural wavefields with Gabor basis functions. CoRR (2023)
Tariq Alkhalifah, Xinquan Huang
Direct Imaging Using Physics Informed Neural Networks. ICIP (2022)
Muhammad Izzatullah, Isa Eren Yildirim, Umair bin Waheed, Tariq Alkhalifah
Laplace HypoPINN: physics-informed neural network for hypocenter localization and its predictive uncertainty. Mach. Learn. Sci. Technol. 3 (4) (2022)
Yuanyuan Li, Tariq Alkhalifah
Target-Oriented Time-Lapse Elastic Full-Waveform Inversion Constrained by Deep Learning-Based Prior Model. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Randy Harsuko, Tariq Alkhalifah
StorSeismic: A New Paradigm in Deep Learning for Seismic Processing. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Guanchao Wang, Tariq Alkhalifah, Shangxu Wang
Enhancing Low-Wavenumber Information in Reflection Waveform Inversion by the Energy Norm Born Scattering. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Xinquan Huang, Tariq Alkhalifah
Single Reference Frequency Loss for Multifrequency Wavefield Representation Using Physics-Informed Neural Networks. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Oleg Ovcharenko, Vladimir Kazei, Tariq Alkhalifah, Daniel B. Peter
Multi-Task Learning for Low-Frequency Extrapolation and Elastic Model Building From Seismic Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hanchen Wang, Tariq Alkhalifah, Umair bin Waheed, Claire Birnie
Data-Driven Microseismic Event Localization: An Application to the Oklahoma Arkoma Basin Hydraulic Fracturing Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Muhammad Izzatullah, Isa Eren Yildirim, Umair bin Waheed, Tariq Alkhalifah
Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty. CoRR (2022)
Randy Harsuko, Tariq Alkhalifah
StorSeismic: A new paradigm in deep learning for seismic processing. CoRR (2022)
Chao Song, Tariq Alkhalifah
Wavefield Reconstruction Inversion via Physics-Informed Neural Networks. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Tariq Alkhalifah, Oleg Ovcharenko
Direct domain adaptation through reciprocal linear transformations. Frontiers Artif. Intell. 5 (2022)
Mohammad Hasyim Taufik, Umair bin Waheed, Tariq Alkhalifah
Upwind, No More: Flexible Traveltime Solutions Using Physics-Informed Neural Networks. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Muhammad Izzatullah, Tariq Alkhalifah, Juan Romero, Miguel Corrales, Nick Luiken, Matteo Ravasi
Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversion. CoRR (2022)
Claire Birnie, Tariq Alkhalifah
Transfer learning for self-supervised, blind-spot seismic denoising. CoRR (2022)
Xinquan Huang, Tariq Alkhalifah
PINNup: Robust neural network wavefield solutions using frequency upscaling and neuron splitting. CoRR (2021)
Umair bin Waheed, Ehsan Haghighat, Tariq Alkhalifah, Chao Song, Qi Hao
PINNeik: Eikonal solution using physics-informed neural networks. Comput. Geosci. 155 (2021)
Tariq Alkhalifah, Hanchen Wang, Oleg Ovcharenko
MLReal: Bridging the gap between training on synthetic data and real data applications in machine learning. CoRR (2021)
Tariq Alkhalifah, Oleg Ovcharenko
Direct domain adaptation through reciprocal linear transformations. CoRR (2021)
Claire Birnie, Matteo Ravasi, Tariq Alkhalifah, Sixiu Liu
The potential of self-supervised networks for random noise suppression in seismic data. CoRR (2021)
Bingbing Sun, Tariq Alkhalifah
Joint Minimization of the Mean and Information Entropy of the Matching Filter Distribution for a Robust Misfit Function in Full-Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. 58 (7) (2020)
Bingbing Sun, Tariq Alkhalifah
ML-misfit: Learning a robust misfit function for full-waveform inversion using machine learning. CoRR (2020)
Chao Song, Tariq Alkhalifah
Efficient Wavefield Inversion With Outer Iterations and Total Variation Constraint. IEEE Trans. Geosci. Remote. Sens. 58 (8) (2020)
Bingbing Sun, Tariq Alkhalifah
A data-driven choice of misfit function for FWI using reinforcement learning. CoRR (2020)
Chao Song, Tariq Alkhalifah
Microseismic Event Estimation Based on an Efficient Wavefield Inversion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (11) (2019)
Zedong Wu, Tariq Alkhalifah, Zhendong Zhang
A partial-low-rank method for solving acoustic wave equation. J. Comput. Phys. 385 (2019)
Zedong Wu, Tariq Alkhalifah, Zhendong Zhang, Faisal Alonaizi, Majed Almalki
A new full waveform inversion method based on shifted correlation of the envelope and its implementation based on OPENCL. Comput. Geosci. 129 (2019)
Zedong Wu, Tariq Alkhalifah
A highly accurate finite-difference method with minimum dispersion error for solving the Helmholtz equation. J. Comput. Phys. 365 (2018)
Umair bin Waheed, Tariq Alkhalifah, Hui Wang
Efficient traveltime solutions of the acoustic TI eikonal equation. J. Comput. Phys. 282 (2015)