Fluid flow in the subsurface : history, generalization and applications of physical laws

von Liu, Hui-Hai
Veröffentlicht 2017

An Innovative Machine Learning Method for Predicting Well Performance in Unconventional Reservoirs with a Relatively Small Data Set

von Liu, Hui-Hai
Veröffentlicht in Middle East Oil, Gas and Geosciences Show (2023 : al-Manama) Middle East Oil, Gas and Geosciences Show ; Volume 5 of 6 (2023)

Identifying and Ranking Multiple Source Models for Transfer Learning in Unconventional Reservoirs

von Cornelio, Jodel
Veröffentlicht in Middle East Oil, Gas and Geosciences Show (2023 : al-Manama) Middle East Oil, Gas and Geosciences Show ; Volume 5 of 6 (2023)

Embedding Physical Flow Functions into Deep Learning Predictive Models for Improved Production Forecasting

von Razak, Syamil Mohd
Veröffentlicht in SPE/AAPG/SEG Unconventional Resources Technology Conference (2022 : Houston, Tex.) SPE/AAPG/SEG Unconventional Resources Technology Conference (URTeC 2022) ; Volume 4 of 5 (2022)

A Dynamic Residual Learning Approach to Improve Physics-Constrained Neural Network Predictions in Unconventional Reservoirs

von Razak, Syamil Mohd
Veröffentlicht in Middle East Oil, Gas and Geosciences Show (2023 : al-Manama) Middle East Oil, Gas and Geosciences Show ; Volume 5 of 6 (2023)

Neural Network-Assisted Clustering for Improved Production Predictions in Unconventional Reservoirs

von Cornelio, Jodel
Veröffentlicht in SPE Western Regional Meeting (2023 : Anchorage, Alas.) SPE Western Regional Meeting 2023 ; Volume 1 of 2 (2023)

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

von Razak, Syamil Mohd
Veröffentlicht in SPE Western Regional Meeting (2023 : Anchorage, Alas.) SPE Western Regional Meeting 2023 ; Volume 1 of 2 (2023)

INTEGRATING DEEP LEARNING AND PHYSICS-BASED MODELS FOR IMPROVED PRODUCTION PREDICTION IN UNCONVENTIONAL RESERVOIRS

von Razak, Syamil Mohd
Veröffentlicht in SPE Middle East Oil & Gas Show and Conference (22. : 2021 : Sanābis) SPE Middle East Oil & Gas Show and Conference 2021 ; Volume 3 of 5 (2022)

INVESTIGATING TRANSFER LEARNING FOR CHARACTERIZATION AND PERFORMANCE PREDICTION IN UNCONVENTIONAL RESERVOIRS

von Cornelio, Jodel
Veröffentlicht in SPE Middle East Oil & Gas Show and Conference (22. : 2021 : Sanābis) SPE Middle East Oil & Gas Show and Conference 2021 ; Volume 3 of 5 (2022)