Jodel Cornelio

Transfer Learning with Recurrent Neural Networks for Long-Term Production Forecasting in Unconventional Reservoirs

Syamil Mohd Razak, Jodel Cornelio, Young Cho et al. · SPE Journal · 2022 · 38 citations

Forecasting Methodology, Engineering, Machine Learning +21

Residual Learning to Integrate Neural Network and Physics-Based Models for Improved Production Prediction in Unconventional Reservoirs

Jodel Cornelio, Syamil Mohd Razak, Young Cho et al. · SPE Journal · 2022 · 18 citations

Engineering, Machine Learning, Neural Network +19

Transfer Learning with Prior Data-Driven Models from Multiple Unconventional Fields

Jodel Cornelio, Syamil Mohd Razak, Young Cho et al. · SPE Journal · 2023 · 14 citations

Artificial Intelligence, Negative Transfer, Engineering +17

Physics-Guided Deep Learning for Improved Production Forecasting in Unconventional Reservoirs

Syamil Mohd Razak, Jodel Cornelio, Young Cho et al. · SPE Journal · 2023 · 13 citations

Artificial Intelligence, Embedded Physics, Machine Learning +20

Physics-Assisted Transfer Learning for Production Prediction in Unconventional Reservoirs

Jodel Cornelio, Syamil Mohd Razak, Atefeh Jahandideh et al. · Proceedings of the 9th Unconventional Resources Technology Conference · 2021 · 11 citations

Engineering, Machine Learning, Data Science +6