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physics.geo-ph2025
Gabor-Enhanced Physics-Informed Neural Networks for Fast Simulations of Acoustic Wavefields
Mohammad Mahdi Abedi, David Pardo, Tariq Alkhalifah
Physics-Informed Neural Networks (PINNs) have gained attention for solving partial differential equations, including the scattered Helmholtz equation, due to their flexibility and…
physics.geo-ph2024★ 2 cited
Ensemble Deep Learning for enhanced seismic data reconstruction
Mohammad Mahdi Abedi, David Pardo, Tariq Alkhalifah
Seismic data often contain gaps due to various obstacles in the investigated area and recording instrument failures. Deep learning techniques offer promising solutions for reconstr…