Generative self-supervised learning for seismic event classification

doi:10.1016/j.engappai.2025.113355

Generative self-supervised learning for seismic event classification

2025-12-06

0

PRE

AI

DOI：10.1016/j.engappai.2025.113355

Original

Original request for help

Save

Abstract

En 中文

• Generative self-supervised model for efficient extraction of seismic event features. • Semi-supervised learning approach that minimizes the need for extensive labeled data. • SOM (Self-Organizing Map)-based method to significantly enhance the efficiency of manual data labeling by experts.

Generative self-supervised learning for seismic event classification

Abstract

Journal

Organization