we introduce a workflow to develop geophysical foundation models, including data preparation, model pre-training, and adaption to downstream tasks.

Sheng, H., X. Wu*, X. Si, J. Li, S. Zhang, and X. Duan, 2023, Seismic Foundation Model (SFM): a next generation deep learning model in geophysics, submitted.