Training a generalizable diffusion model for seismic data processing using a large-scale open-source waveform dataset

Xinyue Gong, Sergey Fomel, Yangkang Chen

We introduce the Seismic Waveforms dataset for Automatic Neural-network processing (SWAN), a comprehensive and standardized benchmark designed to advance data-driven seismic signal…