Umair bin Waheed

According to our database, Umair bin Waheed authored at least 25 papers between 2015 and 2026.

Collaborative distances:

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

2026

Physics-Informed Fourier-DeepONet for a generalized eikonal solution.

Zhuofan Liu, Goodluck Archibong, Umair bin Waheed, Sifan Wang, Chao Song

Comput. Geosci., 2026

2025

Leveraging Deep Operator Networks (DeepONet) for Acoustic Full Waveform Inversion (FWI).

Kamaljyoti Nath, Khemraj Shukla, Victor C. Tsai, Umair bin Waheed, Christian Huber, Omer Alpak, Chuen-Song Chen, Ligang Lu, Amik St.-Cyr

CoRR, April, 2025

A new practical and effective source-independent full-waveform inversion with a velocity-distribution supported deep image prior: Applications to two real datasets.

Chao Song, Tariq Alkhalifah, Umair bin Waheed, Silin Wang, Cai Liu

CoRR, March, 2025

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

Yang Cui, Umair bin Waheed, Yangkang Chen

IEEE Trans. Geosci. Remote. Sens., 2025

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

Ayrat Abdullin, Umair bin Waheed, Kanan Suleymanli, Frantisek Stanek

IEEE Trans. Geosci. Remote. Sens., 2025

Physically Guided Deep Unsupervised Inversion for 1-D Magnetotelluric Models.

Paul Goyes-Peñafiel, Umair bin Waheed, Henry Arguello

IEEE Geosci. Remote. Sens. Lett., 2025

2024

Seismic Traveltime Simulation for Variable Velocity Models Using Physics-Informed Fourier Neural Operator.

Chao Song, Tianshuo Zhao, Umair bin Waheed, Cai Liu, You Tian

IEEE Trans. Geosci. Remote. Sens., 2024

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

Ben Mansour Dia, Michael Fehler, Sanlinn I. Kaka, Andrea Scarinci, Umair bin Waheed, Chen Gu

J. Comput. Phys., 2024

Leveraging automated deep learning (AutoDL) in geosciences.

Nandito Davy, Umair bin Waheed, Ardiansyah Koeshidayatullah, Ammar El-Husseiny, Korhan Ayranci, Nicholas B. Harris, Tian Dong

Comput. Geosci., 2024

Enhanced wave modeling & optimal plane-wave destruction (OPWD) method for diffraction separation and imaging.

Yasir Bashir, Umair bin Waheed, Syed Haroon Ali, Abdullah Karaman, Caner Imren

Comput. Geosci., 2024

Physically Guided Deep Unsupervised Inversion for 1D Magnetotelluric Models.

Paul Goyes-Peñafiel, Umair bin Waheed, Henry Arguello

CoRR, 2024

2023

Arrival times by Recurrent Neural Network for induced seismic events from a permanent network.

Petr Kolár, Umair bin Waheed, Leo Eisner, Petr Matousek

Frontiers Big Data, January, 2023

Deep Seismic CS: A Deep Learning Assisted Compressive Sensing for Seismic Data.

Naveed Iqbal, Mudassir Masood, Motaz Alfarraj, Umair bin Waheed

IEEE Trans. Geosci. Remote. Sens., 2023

A novel deeponet model for learning moving-solution operators with applications to earthquake hypocenter localization.

Ehsan Haghighat, Umair bin Waheed, George Em Karniadakis

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

Automated Event Detection and Denoising Method for Passive Seismic Data Using Residual Deep Convolutional Neural Networks.

Abdullah Othman, Naveed Iqbal, Sherif M. Hanafy, Umair bin Waheed

IEEE Trans. Geosci. Remote. Sens., 2022

Kronecker Neural Networks Overcome Spectral Bias for PINN-Based Wavefield Computation.

Umair bin Waheed

IEEE Geosci. Remote. Sens. Lett., 2022

2021

GroningenNet: Deep Learning for Low-Magnitude Earthquake Detection on a Multi-Level Sensor Network.

Ahmed Shaheen, Umair bin Waheed, Michael Fehler, Lubos Sokol, Sherif M. Hanafy

Sensors, 2021

Deep Learning Driven Noise Reduction for Reduced Flux Computed Tomography.

Khalid L. Alsamadony, Ertugrul U. Yildirim, Guenther Glatz, Umair bin Waheed, Sherif M. Hanafy

Sensors, 2021

PINNeik: Eikonal solution using physics-informed neural networks.

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

Comput. Geosci., 2021

2020

NodePy: A package for the analysis of numerical ODE solvers.

David I. Ketcheson, Hendrik Ranocha, Matteo Parsani, Umair bin Waheed, Yiannis Hadjimichael

J. Open Source Softw., 2020

Winning with Simple Learning Models: Detecting Earthquakes in Groningen, the Netherlands.

Umair bin Waheed, Ahmed Shaheen, Mike Fehler, Ben D. Fulcher

CoRR, 2020

2015

Efficient traveltime solutions of the acoustic TI eikonal equation.

Umair bin Waheed, Tariq Alkhalifah, Hui Wang

J. Comput. Phys., 2015