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Umair bin Waheed

Associate Professor

King Fahd University of Petroleum and Minerals

Saudi Arabia

Research Interests

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Articles (20)

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Collaborators (16)

Ammar El-Husseiny

Assistant Professor of Geophysics

King Fahd University of Petroleum and Minerals

SAUDI ARABIA

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Yangkang Chen

University of Texas at Austin

UNITED STATES

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Chao Song

Prof

Imperial College London

UNITED KINGDOM

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Sergey Fomel

Professor

University of Texas at Austin

UNITED STATES

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Sherilyn Williams-Stroud

Professor of Practice and Director, Berg-Hughes Center

Texas A&M University

UNITED STATES

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Muhammad Usman

Assistant Professor

King Fahd University of Petroleum and Minerals

SAUDI ARABIA

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Chen Gu

Associate Professor

Tsinghua University

CHINA

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Denis Anikiev

King Fahd University of Petroleum and Minerals

SAUDI ARABIA

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SanLinn I Kaka

Associate Professor / Head, CPG Student Affairs Office

King Fahd University of Petroleum and Minerals

SAUDI ARABIA

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Yanghua Wang

Distiguished Professor

Imperial College London

UNITED KINGDOM

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Alexandros Savvaidis

Research Professor, Manager and Lead Seismologist of the Texas Seismological Network and Seismology Research

University of Texas at Austin

UNITED STATES

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Motaz Alfarraj

Assistant Professor

King Fahd University of Petroleum and Minerals

SAUDI ARABIA

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Thomas Finkbeiner

Research Professor

King Abdullah University of Science and Technology

SAUDI ARABIA

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Nicholas Harris

Professor

University of Alberta

CANADA

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Sherif M. Hanafy

SAUDI ARABIA

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James Verdon

Senior Lecturer in Applied Geophysics

University of Bristol

UNITED KINGDOM

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Umair bin Waheed

Research Interests

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Articles (20)

Physics-Informed Fourier-DeepONet for a generalized eikonal solution

Comparative study of optimized rock-physics templates (RPTs) and machine learning (ML) approaches for sweet spot delineation in shale gas reservoir

High‐Resolution Imaging of Lithosphere‐Asthenosphere Structure in Northeast China Using Eikonal Tomography With Physics‐Informed Deep Learning

Physics-Constrained Deep-Learning-Based Full-Waveform Inversion: A Practical Source-Independent Strategy With Two Real Data Applications

Inversion of Vertical Seismic Profiling (VSP) Data via Temporal Convolutional Networks

GeoFWI: A Large Velocity Model Data Set for Benchmarking Full Waveform Inversion Using Deep Learning

Explainable AI for microseismic event detection

SeisDiff-FNO: Seismic data enhancement using Fourier Neural Operators within a conditional diffusion framework

SeisReconNO: Leveraging a U-Net-Enhanced Fourier neural operator for 3D seismic reconstruction

Fourier Neural Operator for Moonquake Detection

A Generalized Eikonal Solver Using Operator Learning

Accelerating the convergence of physics-informed neural networks for seismic wave simulation

Seismic Monitoring for CO2 Sequestration

Generation and Evaluation of Synthetic Low‐Magnitude Earthquake Data Using Auxiliary Classifier GAN

Signal-to-Noise Ratio Models for Shallow Borehole Seismic Monitoring

Microseismic Source Localization Using Fourier Neural Operator With Application to Field Data From Utah FORGE

Physically Guided Deep Unsupervised Inversion for 1-D Magnetotelluric Models

Unsupervised Deep Learning for DAS-VSP Denoising Using Attention-Based Deep Image Prior

Leveraging petrophysical and geological constraints for AI-driven predictions of total organic carbon (TOC) and hardness in unconventional reservoir prospects

Greedy selection of optimal location of sensors for uncertainty reduction in seismic moment tensor inversion

Collaborators (16)

Ammar El-Husseiny

Yangkang Chen

Chao Song

Sergey Fomel

Sherilyn Williams-Stroud

Muhammad Usman

Chen Gu

Denis Anikiev

SanLinn I Kaka

Yanghua Wang

Alexandros Savvaidis

Motaz Alfarraj

Thomas Finkbeiner

Nicholas Harris

Sherif M. Hanafy

James Verdon

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