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Publication search results
found 20 matches
- 2024
- 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: 105576 (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: 105600 (2024) - Ben Mansour Dia, Michael Fehler, Sanlinn I. Kaka, Andrea Scarinci, Umair bin Waheed, Chen Gu:
Greedy selection of optimal location of sensors for uncertainty reduction in seismic moment tensor inversion. J. Comput. Phys. 519: 113431 (2024) - Chao Song, Tianshuo Zhao, Umair bin Waheed, Cai Liu, You Tian:
Seismic Traveltime Simulation for Variable Velocity Models Using Physics-Informed Fourier Neural Operator. IEEE Trans. Geosci. Remote. Sens. 62: 1-9 (2024) - 2023
- 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) - 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: 1-9 (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 abs/2306.04096 (2023) - 2022
- Umair bin Waheed:
Kronecker Neural Networks Overcome Spectral Bias for PINN-Based Wavefield Computation. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (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): 45001 (2022) - 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: 1-11 (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: 1-12 (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: 1-12 (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 abs/2205.14439 (2022) - 2021
- Umair bin Waheed, Ehsan Haghighat, Tariq Alkhalifah, Chao Song, Qi Hao:
PINNeik: Eikonal solution using physics-informed neural networks. Comput. Geosci. 155: 104833 (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. Sensors 21(5): 1921 (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): 8080 (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 abs/2101.07376 (2021) - 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): 2515 (2020) - Umair bin Waheed, Ahmed Shaheen, Mike Fehler, Ben D. Fulcher:
Winning with Simple Learning Models: Detecting Earthquakes in Groningen, the Netherlands. CoRR abs/2007.03924 (2020) - 2015
- Umair bin Waheed, Tariq Alkhalifah, Hui Wang:
Efficient traveltime solutions of the acoustic TI eikonal equation. J. Comput. Phys. 282: 62-76 (2015)
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