Dual-branch enhanced U-Net algorithm for multi-source separation and multiple suppression in seismic data processing

Key Points

• Enhanced multi-source separation results in clearer seismic data, improving data quality and interpretation.
• The algorithm achieves up to 30% better separation accuracy compared to traditional methods, significantly enhancing data reliability.
• Observational analysis using dual-branch u-net algorithm showcases enhanced signal processing capabilities throughout the study.
• This method may enable more accurate geological interpretations, though further external validation in varied datasets is necessary.