WLFM: A Well-Logs Foundation Model for Multi-Task and Cross-Well Geological Interpretation

Zhenyu Qi, Qing Yu, Jichen Wang +3

Well-log interpretation is fundamental for subsurface characterization but remains challenged by heterogeneous tool responses, noisy signals, and limited labels. We propose WLFM, a…