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Deep Learning for Seismic Imaging and Interpretation

A couple of python scripts to interpret geological structures from geophysical images using deep learning

Deep-learning inversion: A next-generation seismic velocity model building method

Generating seismic data and associated labels to train deep learning networks.

Repository for the paper "Deep Learning for Simultaneous Seismic Image Super-Resolution and Denoising" (IEEE TGRS)

Deep-learning seismic facies on state-of-the-art CNN architectures

Seismic data processing with ML and deep learning

Deep learning seismic phase picking framework with SEISAN

This repository reproduces the results of the paper "Deep learning for fast simulation of seismic waves in complex media" (B. Moseley et al, 2020, Solid Earth)

PhaseLink: A deep learning approach to seismic phase association