Umair bin Waheed

30 papers Journal 30

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Physics-Informed Fourier-DeepONet for a generalized eikonal solution. Comput. Geosci. Zhuofan Liu, Goodluck Archibong, Umair bin Waheed, Sifan Wang, Chao Song
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`	Explainable AI for microseismic event detection. CoRR Ayrat Abdullin, Denis Anikiev, Umair bin Waheed
2025	J	`jnl`	Leveraging Deep Operator Networks (DeepONet) for Acoustic Full Waveform Inversion (FWI). CoRR Kamaljyoti Nath, Khemraj Shukla, Victor C. Tsai, Umair bin Waheed, Christian Huber, Omer Alpak, Chuen-Song Chen, Ligang Lu, Amik St.-Cyr
2025	J	`jnl`	MicroPhaseNO: Adapting an Earthquake-Trained Phase Neural Operator for Microseismic Phase Picking. CoRR Ayrat Abdullin, Umair bin Waheed, Leo Eisner, Naveed Iqbal
2025	J	`jnl`	Microseismic Source Localization Using Fourier Neural Operator With Application to Field Data From Utah FORGE. IEEE Trans. Geosci. Remote. Sens. Ayrat Abdullin, Umair bin Waheed, Kanan Suleymanli, Frantisek Stanek
2025	J	`jnl`	Microseismic event classification with a lightweight Fourier Neural Operator model. CoRR Ayrat Abdullin, Umair bin Waheed, Leo Eisner, Abdullatif A. Al-Shuhail
2025	J	`jnl`	Physically Guided Deep Unsupervised Inversion for 1-D Magnetotelluric Models. IEEE Geosci. Remote. Sens. Lett. Paul Goyes-Peñafiel, Umair bin Waheed, Henry Arguello
2025	J	`jnl`	Unsupervised Deep Learning for DAS-VSP Denoising Using Attention-Based Deep Image Prior. IEEE Trans. Geosci. Remote. Sens. Yang Cui, Umair bin Waheed, Yangkang Chen
2024	J	`jnl`	Enhanced wave modeling & optimal plane-wave destruction (OPWD) method for diffraction separation and imaging. Comput. Geosci. Yasir Bashir, Umair bin Waheed, Syed Haroon Ali, Abdullah Karaman, Caner Imren
2024	J	`jnl`	Greedy selection of optimal location of sensors for uncertainty reduction in seismic moment tensor inversion. J. Comput. Phys. Ben Mansour Dia, Michael Fehler, Sanlinn I. Kaka, Andrea Scarinci, Umair bin Waheed, Chen Gu
2024	J	`jnl`	Leveraging automated deep learning (AutoDL) in geosciences. Comput. Geosci. Nandito Davy, Umair bin Waheed, Ardiansyah Koeshidayatullah, Ammar El-Husseiny, Korhan Ayranci, Nicholas B. Harris, Tian Dong
2024	J	`jnl`	Physically Guided Deep Unsupervised Inversion for 1D Magnetotelluric Models. CoRR Paul Goyes-Peñafiel, Umair bin Waheed, Henry Arguello
2024	J	`jnl`	Seismic Traveltime Simulation for Variable Velocity Models Using Physics-Informed Fourier Neural Operator. IEEE Trans. Geosci. Remote. Sens. Chao Song, Tianshuo Zhao, Umair bin Waheed, Cai Liu, You Tian
2023	J	`jnl`	A novel deeponet model for learning moving-solution operators with applications to earthquake hypocenter localization. CoRR Ehsan Haghighat, Umair bin Waheed, George Em Karniadakis
2023	J	`jnl`	Arrival times by Recurrent Neural Network for induced seismic events from a permanent network. Frontiers Big Data Petr Kolár, Umair bin Waheed, Leo Eisner, Petr Matousek
2023	J	`jnl`	Deep Seismic CS: A Deep Learning Assisted Compressive Sensing for Seismic Data. IEEE Trans. Geosci. Remote. Sens. Naveed Iqbal, Mudassir Masood, Motaz Alfarraj, Umair bin Waheed
2022	J	`jnl`	Automated Event Detection and Denoising Method for Passive Seismic Data Using Residual Deep Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. Abdullah Othman, Naveed Iqbal, Sherif M. Hanafy, Umair bin Waheed
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	J	`jnl`	Kronecker Neural Networks Overcome Spectral Bias for PINN-Based Wavefield Computation. IEEE Geosci. Remote. Sens. Lett. Umair bin Waheed
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`	Upwind, No More: Flexible Traveltime Solutions Using Physics-Informed Neural Networks. IEEE Trans. Geosci. Remote. Sens. Mohammad Hasyim Taufik, Umair bin Waheed, Tariq Alkhalifah
2021	J	`jnl`	Deep Learning Driven Noise Reduction for Reduced Flux Computed Tomography. Sensors Khalid L. Alsamadony, Ertugrul U. Yildirim, Guenther Glatz, Umair bin Waheed, Sherif M. Hanafy
2021	J	`jnl`	Deep-Learning Driven Noise Reduction for Reduced Flux Computed Tomography. CoRR Khalid L. Alsamadony, Ertugrul U. Yildirim, Guenther Glatz, Umair bin Waheed, Sherif M. Hanafy
2021	J	`jnl`	GroningenNet: Deep Learning for Low-Magnitude Earthquake Detection on a Multi-Level Sensor Network. Sensors Ahmed Shaheen, Umair bin Waheed, Michael Fehler, Lubos Sokol, Sherif M. Hanafy
2021	J	`jnl`	PINNeik: Eikonal solution using physics-informed neural networks. Comput. Geosci. Umair bin Waheed, Ehsan Haghighat, Tariq Alkhalifah, Chao Song, Qi Hao
2020	J	`jnl`	NodePy: A package for the analysis of numerical ODE solvers. J. Open Source Softw. David I. Ketcheson, Hendrik Ranocha, Matteo Parsani, Umair bin Waheed, Yiannis Hadjimichael
2020	J	`jnl`	Winning with Simple Learning Models: Detecting Earthquakes in Groningen, the Netherlands. CoRR Umair bin Waheed, Ahmed Shaheen, Mike Fehler, Ben D. Fulcher
2015	J	`jnl`	Efficient traveltime solutions of the acoustic TI eikonal equation. J. Comput. Phys. Umair bin Waheed, Tariq Alkhalifah, Hui Wang