WISE-FM:Operation-Aware, Engineering-Informed Foundation Model for Multi-Task Well Design

Carine de Menezes Rebello, Anderson Rapello dos Santos, Idelfonso B. R. Nogueira

Deploying machine learning models across diverse well portfolios requires generalisation to wells with design parameters outside the training distribution. Current data-driven appr…