Enhancing Seismic Data Quality: A Machine Learning Approach to Denoising and Signal Damage Reduction

The authors propose a denoise workflow comprising a supervised ML (Machine Learning) model applied in the common shot domain and a self-supervised ML signal-add back model in the common channel domain.