Victor Anisi

A Scientific Machine Learning Model for Real-Time Transient Prediction of Cuttings Bed Height in Long Horizontal Laterals

Poor hole cleaning remains the root cause of stuck pipe, elevated torque and drag, and non-productive time while drilling long laterals. Yet most cuttings transport prediction models are either too computationally expensive for real-time decisions or too limited in generalizability when based purely on field data. Th...