Tariq Alkhalifah

According to our database, Tariq Alkhalifah authored at least 48 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Efficient physics-informed neural networks using hash encoding.

Xinquan Huang, Tariq Alkhalifah

J. Comput. Phys., March, 2024

Learnable Gabor Kernels in Convolutional Neural Networks for Seismic Interpretation Tasks.

Fu Wang, Tariq Alkhalifah

IEEE Trans. Geosci. Remote. Sens., 2024

Gabor-Based Learnable Sparse Representation for Self-Supervised Denoising.

Sixiu Liu, Shijun Cheng, Tariq Alkhalifah

IEEE Trans. Geosci. Remote. Sens., 2024

Microseismic Source Imaging Using Physics-Informed Neural Networks With Hard Constraints.

Xinquan Huang, Tariq Alkhalifah

IEEE Trans. Geosci. Remote. Sens., 2024

Ensemble Deep Learning for Enhanced Seismic Data Reconstruction.

Mohammad Mahdi Abedi, David Pardo, Tariq Alkhalifah

IEEE Trans. Geosci. Remote. Sens., 2024

Physics-informed neural wavefields with Gabor basis functions.

Tariq Alkhalifah, Xinquan Huang

Neural Networks, 2024

Multiple Wavefield Solutions in Physics-Informed Neural Networks Using Latent Representation.

Mohammad Hasyim Taufik, Xinquan Huang, Tariq Alkhalifah

IEEE Geosci. Remote. Sens. Lett., 2024

Propagating the prior from shallow to deep with a pre-trained velocity-model Generative Transformer network.

Randy Harsuko, Shijun Cheng, Tariq Alkhalifah

CoRR, 2024

Diffusion-based subsurface multiphysics monitoring and forecasting.

Xinquan Huang, Fu Wang, Tariq Alkhalifah

CoRR, 2024

Controllable seismic velocity synthesis using generative diffusion models.

Fu Wang, Xinquan Huang, Tariq Alkhalifah

CoRR, 2024

2023

A Prior Regularized Full Waveform Inversion Using Generative Diffusion Models.

Fu Wang, Xinquan Huang, Tariq Alkhalifah

IEEE Trans. Geosci. Remote. Sens., 2023

An Anisotropic Waveform Inversion Using an Optimal Transport Matching Filter Objective: An Application to an Offshore Field Dataset.

Bingbing Sun, Tariq Alkhalifah

IEEE Trans. Geosci. Remote. Sens., 2023

Self-Supervised Pretraining Vision Transformer With Masked Autoencoders for Building Subsurface Model.

Yuanyuan Li, Tariq Alkhalifah, Jianping Huang, Zhenchun Li

IEEE Trans. Geosci. Remote. Sens., 2023

Elastic Seismic Imaging Enhancement of Sparse 4C Ocean-Bottom Node Data Using Deep Learning.

Shijun Cheng, Xingchen Shi, Weijian Mao, Tariq Alkhalifah, Tao Yang, Yuzhu Liu, Heping Sun

IEEE Trans. Geosci. Remote. Sens., 2023

Integrating U-Nets Into a Multiscale Full-Waveform Inversion for Salt Body Building.

Abdullah Alali, Tariq Alkhalifah

IEEE Trans. Geosci. Remote. Sens., 2023

Improving the Generalization of Deep Neural Networks in Seismic Resolution Enhancement.

Haoran Zhang, Tariq Alkhalifah, Yang Liu, Claire Birnie, Xi Di

IEEE Geosci. Remote. Sens. Lett., 2023

Well-Log Information-Assisted High-Resolution Waveform Inversion Based on Deep Learning.

Senlin Yang, Tariq Alkhalifah, Yuxiao Ren, Bin Liu, Yuanyuan Li, Peng Jiang

IEEE Geosci. Remote. Sens. Lett., 2023

GaborPINN: Efficient Physics-Informed Neural Networks Using Multiplicative Filtered Networks.

Xinquan Huang, Tariq Alkhalifah

IEEE Geosci. Remote. Sens. Lett., 2023

Optimizing a Transformer-based network for a deep learning seismic processing workflow.

Randy Harsuko, Tariq Alkhalifah

CoRR, 2023

Joint Microseismic Event Detection and Location with a Detection Transformer.

Yuanyuan Yang, Claire Birnie, Tariq Alkhalifah

CoRR, 2023

PINNslope: seismic data interpolation and local slope estimation with physics informed neural networks.

Francesco Brandolin, Matteo Ravasi, Tariq Alkhalifah

CoRR, 2023

LatentPINNs: Generative physics-informed neural networks via a latent representation learning.

Mohammad Hasyim Taufik, Tariq Alkhalifah

CoRR, 2023

2022

Laplace HypoPINN: physics-informed neural network for hypocenter localization and its predictive uncertainty.

Muhammad Izzatullah, Isa Eren Yildirim, Umair bin Waheed, Tariq Alkhalifah

Mach. Learn. Sci. Technol., December, 2022

Data-Driven Microseismic Event Localization: An Application to the Oklahoma Arkoma Basin Hydraulic Fracturing Data.

Hanchen Wang, Tariq Alkhalifah, Umair bin Waheed, Claire Birnie

IEEE Trans. Geosci. Remote. Sens., 2022

Upwind, No More: Flexible Traveltime Solutions Using Physics-Informed Neural Networks.

Mohammad Hasyim Taufik, Umair bin Waheed, Tariq Alkhalifah

IEEE Trans. Geosci. Remote. Sens., 2022

Wavefield Reconstruction Inversion via Physics-Informed Neural Networks.

Chao Song, Tariq Alkhalifah

IEEE Trans. Geosci. Remote. Sens., 2022

Multi-Task Learning for Low-Frequency Extrapolation and Elastic Model Building From Seismic Data.

Oleg Ovcharenko, Vladimir Kazei, Tariq Alkhalifah, Daniel B. Peter

IEEE Trans. Geosci. Remote. Sens., 2022

Target-Oriented Time-Lapse Elastic Full-Waveform Inversion Constrained by Deep Learning-Based Prior Model.

Yuanyuan Li, Tariq Alkhalifah

IEEE Trans. Geosci. Remote. Sens., 2022

StorSeismic: A New Paradigm in Deep Learning for Seismic Processing.

Randy Harsuko, Tariq Alkhalifah

IEEE Trans. Geosci. Remote. Sens., 2022

Enhancing Low-Wavenumber Information in Reflection Waveform Inversion by the Energy Norm Born Scattering.

Guanchao Wang, Tariq Alkhalifah, Shangxu Wang

IEEE Geosci. Remote. Sens. Lett., 2022

Single Reference Frequency Loss for Multifrequency Wavefield Representation Using Physics-Informed Neural Networks.

Xinquan Huang, Tariq Alkhalifah

IEEE Geosci. Remote. Sens. Lett., 2022

Direct domain adaptation through reciprocal linear transformations.

Tariq Alkhalifah, Oleg Ovcharenko

Frontiers Artif. Intell., 2022

Posterior sampling with CNN-based, Plug-and-Play regularization with applications to Post-Stack Seismic Inversion.

Muhammad Izzatullah, Tariq Alkhalifah, Juan Romero, Miguel Corrales, Nick Luiken, Matteo Ravasi

CoRR, 2022

Transfer learning for self-supervised, blind-spot seismic denoising.

Claire Birnie, Tariq Alkhalifah

CoRR, 2022

Direct Imaging Using Physics Informed Neural Networks.

Tariq Alkhalifah, Xinquan Huang

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

2021

PINNeik: Eikonal solution using physics-informed neural networks.

Umair bin Waheed, Ehsan Haghighat, Tariq Alkhalifah, Chao Song, Qi Hao

Comput. Geosci., 2021

PINNup: Robust neural network wavefield solutions using frequency upscaling and neuron splitting.

Xinquan Huang, Tariq Alkhalifah

CoRR, 2021

The potential of self-supervised networks for random noise suppression in seismic data.

Claire Birnie, Matteo Ravasi, Tariq Alkhalifah, Sixiu Liu

CoRR, 2021

MLReal: Bridging the gap between training on synthetic data and real data applications in machine learning.

Tariq Alkhalifah, Hanchen Wang, Oleg Ovcharenko

CoRR, 2021

2020

Joint Minimization of the Mean and Information Entropy of the Matching Filter Distribution for a Robust Misfit Function in Full-Waveform Inversion.

Bingbing Sun, Tariq Alkhalifah

IEEE Trans. Geosci. Remote. Sens., 2020

Efficient Wavefield Inversion With Outer Iterations and Total Variation Constraint.

Chao Song, Tariq Alkhalifah

IEEE Trans. Geosci. Remote. Sens., 2020

ML-misfit: Learning a robust misfit function for full-waveform inversion using machine learning.

Bingbing Sun, Tariq Alkhalifah

CoRR, 2020

A data-driven choice of misfit function for FWI using reinforcement learning.

Bingbing Sun, Tariq Alkhalifah

CoRR, 2020

2019

Microseismic Event Estimation Based on an Efficient Wavefield Inversion.

Chao Song, Tariq Alkhalifah

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

A partial-low-rank method for solving acoustic wave equation.

Zedong Wu, Tariq Alkhalifah, Zhendong Zhang

J. Comput. Phys., 2019

A new full waveform inversion method based on shifted correlation of the envelope and its implementation based on OPENCL.

Zedong Wu, Tariq Alkhalifah, Zhendong Zhang, Faisal Alonaizi, Majed Almalki

Comput. Geosci., 2019

2018

A highly accurate finite-difference method with minimum dispersion error for solving the Helmholtz equation.

Zedong Wu, Tariq Alkhalifah

J. Comput. Phys., 2018

2015

Efficient traveltime solutions of the acoustic TI eikonal equation.

Umair bin Waheed, Tariq Alkhalifah, Hui Wang

J. Comput. Phys., 2015