Kelly Díez

Scaling the Expert Eye: Automating Subsurface Model Evaluation and Tuning via Reservoir Engineering Inspired AI Agents

Abstract Predicting the behavior of oil fields is a notoriously complex endeavor, often relying on high-fidelity predictive models (e.g. simulation models) that are sensitive to a myriad of geological and operational parameters. Traditionally, the "gold standard" for refining these models has been the manual interventi...