Efficient traveltime solutions of the acoustic TI eikonal equation. - Umair bin Waheed; Tariq Alkhalifah; Hui Wang (J. Comput. Phys., 2015)

Winning with Simple Learning Models: Detecting Earthquakes in Groningen, the Netherlands. - Umair bin Waheed; Ahmed Shaheen; Mike Fehler; Ben D. Fulcher (CoRR, 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)

PINNeik: Eikonal solution using physics-informed neural networks. - Umair bin Waheed; Ehsan Haghighat; Tariq Alkhalifah; Chao Song 003; Qi Hao (Comput. Geosci., 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)

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)

Kronecker Neural Networks Overcome Spectral Bias for PINN-Based Wavefield Computation. - Umair bin Waheed (IEEE Geosci. Remote. Sens. Lett., 2022)

Automated Event Detection and Denoising Method for Passive Seismic Data Using Residual Deep Convolutional Neural Networks. - Abdullah Othman; Naveed Iqbal 001; Sherif M. Hanafy; Umair bin Waheed (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)

Data-Driven Microseismic Event Localization: An Application to the Oklahoma Arkoma Basin Hydraulic Fracturing Data. - Hanchen Wang 003; Tariq Alkhalifah; Umair bin Waheed; Claire Birnie (IEEE Trans. Geosci. Remote. Sens., 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., 2022)

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)

Deep Seismic CS: A Deep Learning Assisted Compressive Sensing for Seismic Data. - Naveed Iqbal 001; Mudassir Masood; Motaz Alfarraj; Umair bin Waheed (IEEE Trans. Geosci. Remote. Sens., 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, 2023)

Physically Guided Deep Unsupervised Inversion for 1D Magnetotelluric Models. - Paul Goyes-Peñafiel; Umair bin Waheed; Henry Arguello (CoRR, 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)

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)

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)

Seismic Traveltime Simulation for Variable Velocity Models Using Physics-Informed Fourier Neural Operator. - Chao Song 003; Tianshuo Zhao; Umair bin Waheed; Cai Liu; You Tian (IEEE Trans. Geosci. Remote. Sens., 2024)

Physically Guided Deep Unsupervised Inversion for 1-D Magnetotelluric Models. - Paul Goyes-Peñafiel; Umair bin Waheed; Henry Arguello (IEEE Geosci. Remote. Sens. Lett., 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)

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)

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 003; Tariq Alkhalifah; Umair bin Waheed; Silin Wang; Cai Liu (CoRR, 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, 2025)

Physics-Informed Fourier-DeepONet for a generalized eikonal solution. - Zhuofan Liu; Goodluck Archibong; Umair bin Waheed; Sifan Wang; Chao Song 003 (Comput. Geosci., 2026)