Tariq Alkhalifah

76 papers B 1Journal 75

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Gabor-enhanced physics-informed neural networks for fast simulations of acoustic wavefields. Neural Networks Mohammad Mahdi Abedi, David Pardo, Tariq Alkhalifah
2026	J	`jnl`	LAViG-FLOW: Latent Autoregressive Video Generation for Fluid Flow Simulations. CoRR Vittoria De Pellegrini, Tariq Alkhalifah
2026	J	`jnl`	Least-squares-embedded optimization for accelerated convergence of PINNs in high-frequency acoustic wavefield simulations. Comput. Geosci. Mohammad Mahdi Abedi, David Pardo, Tariq Alkhalifah
2026	J	`jnl`	Propagating the prior from far to near offset: A self-supervised diffusion framework for progressively recovering near-offsets of towed-streamer data. CoRR Shijun Cheng, Tariq Alkhalifah
2026	J	`jnl`	Target noise: A pre-training based neural network initialization for efficient high resolution learning. CoRR Shaowen Wang, Tariq Alkhalifah
2025	J	`jnl`	A generative foundation model for an all-in-one seismic processing framework. CoRR Shijun Cheng, Randy Harsuko, Tariq Alkhalifah
2025	J	`jnl`	A new practical and effective source-independent full-waveform inversion with a velocity-distribution supported deep image prior: Applications to two real datasets. CoRR Chao Song, Tariq Alkhalifah, Umair bin Waheed, Silin Wang, Cai Liu
2025	J	`jnl`	An effective physics-informed neural operator framework for predicting wavefields. CoRR Xiao Ma, Tariq Alkhalifah
2025	J	`jnl`	DiffPINN: Generative diffusion-initialized physics-informed neural networks for accelerating seismic wavefield representation. CoRR Shijun Cheng, Tariq Alkhalifah
2025	J	`jnl`	Diffusion priors enhanced velocity model building from time-lag images using a neural operator. CoRR Xiao Ma, Mohammad Hasyim Taufik, Tariq Alkhalifah
2025	J	`jnl`	Full waveform inversion with CNN-based velocity representation extension. CoRR Xinru Mu, Omar M. Saad, Tariq Alkhalifah
2025	J	`jnl`	Gabor-Enhanced Physics-Informed Neural Networks for Fast Simulations of Acoustic Wavefields. CoRR Mohammad Mahdi Abedi, David Pardo, Tariq Alkhalifah
2025	J	`jnl`	Inspired by machine learning optimization: can gradient-based optimizers solve cycle skipping in full waveform inversion given sufficient iterations? CoRR Xinru Mu, Omar M. Saad, Shaowen Wang, Tariq Alkhalifah
2025	J	`jnl`	Least-Squares-Embedded Optimization for Accelerated Convergence of PINNs in Acoustic Wavefield Simulations. CoRR Mohammad Mahdi Abedi, David Pardo, Tariq Alkhalifah
2025	J	`jnl`	Multi-frequency wavefield solutions for variable velocity models using meta-learning enhanced low-rank physics-informed neural network. CoRR Shijun Cheng, Tariq Alkhalifah
2025	J	`jnl`	Physics-informed waveform inversion using pretrained wavefield neural operators. CoRR Xinquan Huang, Fu Wang, Tariq Alkhalifah
2025	J	`jnl`	Self-Supervised Seismic Resolution Enhancement. IEEE Trans. Geosci. Remote. Sens. Shijun Cheng, Haoran Zhang, Tariq Alkhalifah
2025	J	`jnl`	SeparationPINN: Physics-Informed Neural Networks for Seismic P- and S-Wave Mode Separation. IEEE Trans. Geosci. Remote. Sens. Xinru Mu, Shijun Cheng, Tariq Alkhalifah
2025	J	`jnl`	Transformer-Based Seismic Image Enhancement: A Novel Approach for Improved Resolution. IEEE Trans. Geosci. Remote. Sens. Jin-Yeong Park, Omar M. Saad, Ju-Won Oh, Tariq Alkhalifah
2024	J	`jnl`	Controllable seismic velocity synthesis using generative diffusion models. CoRR Fu Wang, Xinquan Huang, Tariq Alkhalifah
2024	J	`jnl`	Diffusion-based subsurface multiphysics monitoring and forecasting. CoRR Xinquan Huang, Fu Wang, Tariq Alkhalifah
2024	J	`jnl`	Efficient physics-informed neural networks using hash encoding. J. Comput. Phys. Xinquan Huang, Tariq Alkhalifah
2024	J	`jnl`	Ensemble Deep Learning for Enhanced Seismic Data Reconstruction. IEEE Trans. Geosci. Remote. Sens. Mohammad Mahdi Abedi, David Pardo, Tariq Alkhalifah
2024	J	`jnl`	Gabor-Based Learnable Sparse Representation for Self-Supervised Denoising. IEEE Trans. Geosci. Remote. Sens. Sixiu Liu, Shijun Cheng, Tariq Alkhalifah
2024	J	`jnl`	Geological and Well prior assisted full waveform inversion using conditional diffusion models. CoRR Fu Wang, Xinquan Huang, Tariq Alkhalifah
2024	J	`jnl`	Learnable Gabor Kernels in Convolutional Neural Networks for Seismic Interpretation Tasks. IEEE Trans. Geosci. Remote. Sens. Fu Wang, Tariq Alkhalifah
2024	J	`jnl`	Microseismic Source Imaging Using Physics-Informed Neural Networks With Hard Constraints. IEEE Trans. Geosci. Remote. Sens. Xinquan Huang, Tariq Alkhalifah
2024	J	`jnl`	Multiple Wavefield Solutions in Physics-Informed Neural Networks Using Latent Representation. IEEE Geosci. Remote. Sens. Lett. Mohammad Hasyim Taufik, Xinquan Huang, Tariq Alkhalifah
2024	J	`jnl`	Physics-informed neural wavefields with Gabor basis functions. Neural Networks Tariq Alkhalifah, Xinquan Huang
2024	J	`jnl`	Propagating the prior from shallow to deep with a pre-trained velocity-model Generative Transformer network. CoRR Randy Harsuko, Shijun Cheng, Tariq Alkhalifah
2023	J	`jnl`	A Prior Regularized Full Waveform Inversion Using Generative Diffusion Models. IEEE Trans. Geosci. Remote. Sens. Fu Wang, Xinquan Huang, Tariq Alkhalifah
2023	J	`jnl`	A prior regularized full waveform inversion using generative diffusion models. CoRR Fu Wang, Xinquan Huang, Tariq Alkhalifah
2023	J	`jnl`	An Anisotropic Waveform Inversion Using an Optimal Transport Matching Filter Objective: An Application to an Offshore Field Dataset. IEEE Trans. Geosci. Remote. Sens. Bingbing Sun, Tariq Alkhalifah
2023	J	`jnl`	Efficient physics-informed neural networks using hash encoding. CoRR Xinquan Huang, Tariq Alkhalifah
2023	J	`jnl`	Elastic Seismic Imaging Enhancement of Sparse 4C Ocean-Bottom Node Data Using Deep Learning. IEEE Trans. Geosci. Remote. Sens. Shijun Cheng, Xingchen Shi, Weijian Mao, Tariq Alkhalifah, Tao Yang, Yuzhu Liu, Heping Sun
2023	J	`jnl`	GaborPINN: Efficient Physics-Informed Neural Networks Using Multiplicative Filtered Networks. IEEE Geosci. Remote. Sens. Lett. Xinquan Huang, Tariq Alkhalifah
2023	J	`jnl`	GaborPINN: Efficient physics informed neural networks using multiplicative filtered networks. CoRR Xinquan Huang, Tariq Alkhalifah
2023	J	`jnl`	Improving the Generalization of Deep Neural Networks in Seismic Resolution Enhancement. IEEE Geosci. Remote. Sens. Lett. Haoran Zhang, Tariq Alkhalifah, Yang Liu, Claire Birnie, Xi Di
2023	J	`jnl`	Integrating U-Nets Into a Multiscale Full-Waveform Inversion for Salt Body Building. IEEE Trans. Geosci. Remote. Sens. Abdullah Alali, Tariq Alkhalifah
2023	J	`jnl`	Joint Microseismic Event Detection and Location with a Detection Transformer. CoRR Yuanyuan Yang, Claire Birnie, Tariq Alkhalifah
2023	J	`jnl`	LatentPINNs: Generative physics-informed neural networks via a latent representation learning. CoRR Mohammad Hasyim Taufik, Tariq Alkhalifah
2023	J	`jnl`	Microseismic source imaging using physics-informed neural networks with hard constraints. CoRR Xinquan Huang, Tariq Alkhalifah
2023	J	`jnl`	Optimizing a Transformer-based network for a deep learning seismic processing workflow. CoRR Randy Harsuko, Tariq Alkhalifah
2023	J	`jnl`	PINNslope: seismic data interpolation and local slope estimation with physics informed neural networks. CoRR Francesco Brandolin, Matteo Ravasi, Tariq Alkhalifah
2023	J	`jnl`	Physics-informed neural wavefields with Gabor basis functions. CoRR Tariq Alkhalifah, Xinquan Huang
2023	J	`jnl`	Self-Supervised Pretraining Vision Transformer With Masked Autoencoders for Building Subsurface Model. IEEE Trans. Geosci. Remote. Sens. YuanYuan Li, Tariq Alkhalifah, Jianping Huang, Zhenchun Li
2023	J	`jnl`	Well-Log Information-Assisted High-Resolution Waveform Inversion Based on Deep Learning. IEEE Geosci. Remote. Sens. Lett. Senlin Yang, Tariq Alkhalifah, Yuxiao Ren, Bin Liu, YuanYuan Li, Peng Jiang
2022	J	`jnl`	Data-Driven Microseismic Event Localization: An Application to the Oklahoma Arkoma Basin Hydraulic Fracturing Data. IEEE Trans. Geosci. Remote. Sens. Hanchen Wang, Tariq Alkhalifah, Umair bin Waheed, Claire Birnie
2022	B	`conf`	Direct Imaging Using Physics Informed Neural Networks. ICIP Tariq Alkhalifah, Xinquan Huang
2022	J	`jnl`	Direct domain adaptation through reciprocal linear transformations. Frontiers Artif. Intell. Tariq Alkhalifah, Oleg Ovcharenko
2022	J	`jnl`	Enhancing Low-Wavenumber Information in Reflection Waveform Inversion by the Energy Norm Born Scattering. IEEE Geosci. Remote. Sens. Lett. Guanchao Wang, Tariq Alkhalifah, Shangxu Wang
2022	J	`jnl`	Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty. CoRR Muhammad Izzatullah, Isa Eren Yildirim, Umair bin Waheed, Tariq Alkhalifah
2022	J	`jnl`	Laplace HypoPINN: physics-informed neural network for hypocenter localization and its predictive uncertainty. Mach. Learn. Sci. Technol. Muhammad Izzatullah, Isa Eren Yildirim, Umair bin Waheed, Tariq Alkhalifah
2022	J	`jnl`	Multi-Task Learning for Low-Frequency Extrapolation and Elastic Model Building From Seismic Data. IEEE Trans. Geosci. Remote. Sens. Oleg Ovcharenko, Vladimir Kazei, Tariq Alkhalifah, Daniel B. Peter
2022	J	`jnl`	Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversion. CoRR Muhammad Izzatullah, Tariq Alkhalifah, Juan Romero, Miguel Corrales, Nick Luiken, Matteo Ravasi
2022	J	`jnl`	Single Reference Frequency Loss for Multifrequency Wavefield Representation Using Physics-Informed Neural Networks. IEEE Geosci. Remote. Sens. Lett. Xinquan Huang, Tariq Alkhalifah
2022	J	`jnl`	StorSeismic: A New Paradigm in Deep Learning for Seismic Processing. IEEE Trans. Geosci. Remote. Sens. Randy Harsuko, Tariq Alkhalifah
2022	J	`jnl`	StorSeismic: A new paradigm in deep learning for seismic processing. CoRR Randy Harsuko, Tariq Alkhalifah
2022	J	`jnl`	Target-Oriented Time-Lapse Elastic Full-Waveform Inversion Constrained by Deep Learning-Based Prior Model. IEEE Trans. Geosci. Remote. Sens. YuanYuan Li, Tariq Alkhalifah
2022	J	`jnl`	Transfer learning for self-supervised, blind-spot seismic denoising. CoRR Claire Birnie, Tariq Alkhalifah
2022	J	`jnl`	Upwind, No More: Flexible Traveltime Solutions Using Physics-Informed Neural Networks. IEEE Trans. Geosci. Remote. Sens. Mohammad Hasyim Taufik, Umair bin Waheed, Tariq Alkhalifah
2022	J	`jnl`	Wavefield Reconstruction Inversion via Physics-Informed Neural Networks. IEEE Trans. Geosci. Remote. Sens. Chao Song, Tariq Alkhalifah
2021	J	`jnl`	Direct domain adaptation through reciprocal linear transformations. CoRR Tariq Alkhalifah, Oleg Ovcharenko
2021	J	`jnl`	MLReal: Bridging the gap between training on synthetic data and real data applications in machine learning. CoRR Tariq Alkhalifah, Hanchen Wang, Oleg Ovcharenko
2021	J	`jnl`	PINNeik: Eikonal solution using physics-informed neural networks. Comput. Geosci. Umair bin Waheed, Ehsan Haghighat, Tariq Alkhalifah, Chao Song, Qi Hao
2021	J	`jnl`	PINNup: Robust neural network wavefield solutions using frequency upscaling and neuron splitting. CoRR Xinquan Huang, Tariq Alkhalifah
2021	J	`jnl`	The potential of self-supervised networks for random noise suppression in seismic data. CoRR Claire Birnie, Matteo Ravasi, Tariq Alkhalifah, Sixiu Liu
2020	J	`jnl`	A data-driven choice of misfit function for FWI using reinforcement learning. CoRR Bingbing Sun, Tariq Alkhalifah
2020	J	`jnl`	Efficient Wavefield Inversion With Outer Iterations and Total Variation Constraint. IEEE Trans. Geosci. Remote. Sens. Chao Song, Tariq Alkhalifah
2020	J	`jnl`	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. Bingbing Sun, Tariq Alkhalifah
2020	J	`jnl`	ML-misfit: Learning a robust misfit function for full-waveform inversion using machine learning. CoRR Bingbing Sun, Tariq Alkhalifah
2019	J	`jnl`	A new full waveform inversion method based on shifted correlation of the envelope and its implementation based on OPENCL. Comput. Geosci. Zedong Wu, Tariq Alkhalifah, Zhendong Zhang, Faisal Alonaizi, Majed Almalki
2019	J	`jnl`	A partial-low-rank method for solving acoustic wave equation. J. Comput. Phys. Zedong Wu, Tariq Alkhalifah, Zhendong Zhang
2019	J	`jnl`	Microseismic Event Estimation Based on an Efficient Wavefield Inversion. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Chao Song, Tariq Alkhalifah
2018	J	`jnl`	A highly accurate finite-difference method with minimum dispersion error for solving the Helmholtz equation. J. Comput. Phys. Zedong Wu, Tariq Alkhalifah
2015	J	`jnl`	Efficient traveltime solutions of the acoustic TI eikonal equation. J. Comput. Phys. Umair bin Waheed, Tariq Alkhalifah, Hui Wang