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A geophysics team from a super major, sought to enhance its existing seismic processing workflow by exploring the application of deep learning techniques. Specifically, it aimed to improve upon a two-step processing approach currently in use, which plays a crucial role in tomography inversion for seismic imaging and velocity model determination.