Umair bin Waheed

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 17

Top Topics

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Comput. Geosci.

Publications

Yasir Bashir, Umair bin Waheed, Syed Haroon Ali, Abdullah Karaman, Caner Imren
Enhanced wave modeling & optimal plane-wave destruction (OPWD) method for diffraction separation and imaging. Comput. Geosci. 187 (2024)
Nandito Davy, Umair bin Waheed, Ardiansyah Koeshidayatullah, Ammar El-Husseiny, Korhan Ayranci, Nicholas B. Harris, Tian Dong
Leveraging automated deep learning (AutoDL) in geosciences. Comput. Geosci. 188 (2024)
Petr Kolár, Umair bin Waheed, Leo Eisner, Petr Matousek
Arrival times by Recurrent Neural Network for induced seismic events from a permanent network. Frontiers Big Data 6 (2023)
Ehsan Haghighat, Umair bin Waheed, George Em Karniadakis
A novel deeponet model for learning moving-solution operators with applications to earthquake hypocenter localization. CoRR (2023)
Naveed Iqbal, Mudassir Masood, Motaz Alfarraj, Umair bin Waheed
Deep Seismic CS: A Deep Learning Assisted Compressive Sensing for Seismic Data. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Abdullah Othman, Naveed Iqbal, Sherif M. Hanafy, Umair bin Waheed
Automated Event Detection and Denoising Method for Passive Seismic Data Using Residual Deep Convolutional Neural Networks. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Muhammad Izzatullah, Isa Eren Yildirim, Umair bin Waheed, Tariq Alkhalifah
Laplace HypoPINN: physics-informed neural network for hypocenter localization and its predictive uncertainty. Mach. Learn. Sci. Technol. 3 (4) (2022)
Hanchen Wang, Tariq Alkhalifah, Umair bin Waheed, Claire Birnie
Data-Driven Microseismic Event Localization: An Application to the Oklahoma Arkoma Basin Hydraulic Fracturing Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Muhammad Izzatullah, Isa Eren Yildirim, Umair bin Waheed, Tariq Alkhalifah
Laplace HypoPINN: Physics-Informed Neural Network for hypocenter localization and its predictive uncertainty. CoRR (2022)
Umair bin Waheed
Kronecker Neural Networks Overcome Spectral Bias for PINN-Based Wavefield Computation. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Mohammad Hasyim Taufik, Umair bin Waheed, Tariq Alkhalifah
Upwind, No More: Flexible Traveltime Solutions Using Physics-Informed Neural Networks. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Khalid L. Alsamadony, Ertugrul U. Yildirim, Guenther Glatz, Umair bin Waheed, Sherif M. Hanafy
Deep Learning Driven Noise Reduction for Reduced Flux Computed Tomography. Sensors 21 (5) (2021)
Umair bin Waheed, Ehsan Haghighat, Tariq Alkhalifah, Chao Song, Qi Hao
PINNeik: Eikonal solution using physics-informed neural networks. Comput. Geosci. 155 (2021)
Khalid L. Alsamadony, Ertugrul U. Yildirim, Guenther Glatz, Umair bin Waheed, Sherif M. Hanafy
Deep-Learning Driven Noise Reduction for Reduced Flux Computed Tomography. CoRR (2021)
Ahmed Shaheen, Umair bin Waheed, Michael Fehler, Lubos Sokol, Sherif M. Hanafy
GroningenNet: Deep Learning for Low-Magnitude Earthquake Detection on a Multi-Level Sensor Network. Sensors 21 (23) (2021)
Umair bin Waheed, Ahmed Shaheen, Mike Fehler, Ben D. Fulcher
Winning with Simple Learning Models: Detecting Earthquakes in Groningen, the Netherlands. CoRR (2020)
David I. Ketcheson, Hendrik Ranocha, Matteo Parsani, Umair bin Waheed, Yiannis Hadjimichael
NodePy: A package for the analysis of numerical ODE solvers. J. Open Source Softw. 5 (55) (2020)
Umair bin Waheed, Tariq Alkhalifah, Hui Wang
Efficient traveltime solutions of the acoustic TI eikonal equation. J. Comput. Phys. 282 (2015)