2 papers
cs.LG2026
Soft Sensor for Bottom-Hole Pressure Estimation in Petroleum Wells Using Long Short-Term Memory and Transfer Learning
M. A. Fernandes, E. Gildin, M. A. Sampaio
Monitoring bottom-hole variables in petroleum wells is essential for production optimization, safety, and emissions reduction. Permanent Downhole Gauges (PDGs) provide real-time pr…
cs.LG2025
Data-driven models for production forecasting and decision supporting in petroleum reservoirs
Mateus A. Fernandes, Michael M. Furlanetti, Eduardo Gildin +1
Forecasting production reliably and anticipating changes in the behavior of rock-fluid systems are the main challenges in petroleum reservoir engineering. This project proposes to…