PAULGOYES / GAN_guided_seismic

Repository with data and codes

GAN–supervised Seismic Data Reconstruction: An Enhanced–Learning for Improved Generalization

In this repository are stored the data and codes used in the paper GAN–supervised Seismic Data Reconstruction: An Enhanced–Learning for Improved Generalization. We used TensorFlow 2.12.0. For reproducibility, we are sharing notebooks for the specific experiments shown in the paper.

How to cite:

@misc{goyespenafiel2023gansupervised,
      title={GAN-supervised Seismic Data Reconstruction: An Enhanced-Learning for Improved Generalization}, 
      author={Paul Goyes-Penafiel and Leon Suarez-Rodriguez and Claudia Correa and Henry Arguello},
      year={2023},
      eprint={2311.10910},
      archivePrefix={arXiv},
      primaryClass={physics.geo-ph}
}

Important

This repository will be updated once the paper becomes accepted at IEEE-TGRS

Further questions: [e-mail]