Implementation of neural network based 2D seismic images super resolution approach

• Date: 2025
• Main Authors: Noskov, Oleksii, Myrontsov, Mykyta
• Format: Article
• Language: Ukrainian
• Published: Kyiv National University of Construction and Architecture 2025
• Subjects: machine learning model; neural network; seismics; 2D U-net architecture; loss function
• Online Access: https://es-journal.in.ua/article/view/328617
• Journal Title: Environmental safety and natural resources

In the modern geological exploration process, involvement of seismic interpretation data has long become an everyday norm. The quality of field data and the migration procedure plays a key role in determining the geological structure of the area and the distribution of reservoirs. As an example of s...