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physics.geo-ph2023
Learnable Gabor kernels in convolutional neural networks for seismic interpretation tasks
Fu Wang, Tariq Alkhalifah
The use of convolutional neural networks (CNNs) in seismic interpretation tasks, like facies classification, has garnered a lot of attention for its high accuracy. However, its dra…
physics.geo-ph2023★ 41 cited
A prior regularized full waveform inversion using generative diffusion models
Fu Wang, Xinquan Huang, Tariq Alkhalifah
Full waveform inversion (FWI) has the potential to provide high-resolution subsurface model estimations. However, due to limitations in observation, e.g., regional noise, limited s…