Theoretical analysis of using multiple borehole heat exchangers for production of heating and cooling energy in shallow geothermal reservoirs with underground …

AL Brettschneider, L Perković - Applied thermal engineering, 2024 - Elsevier
In this work the feasibility of using the double-U borehole heat exchangers (BHE) in multiple
arrangements for production of heating and cooling energy has been investigated …

Application of machine learning and deep learning in geothermal resource development: Trends and perspectives

A Al‐Fakih, A Abdulraheem… - … Underground Science and …, 2024 - Wiley Online Library
This study delves into the latest advancements in machine learning and deep learning
applications in geothermal resource development, extending the analysis up to 2024. It …

Geothermal reservoir temperature prediction using hydrogeochemical data of Northern Morocco: A machine learning approach

FZ Haffou, LA Ouzzaouit, A Qarbous, L Boudad - Geothermics, 2025 - Elsevier
Geothermal energy exploration depends on accurate estimation of reservoir temperatures.
However, conventional methods are complex, costly and uncertain, especially those based …

A shallow machine learning method based on geothermal drilling data: A case study of well 58–32 at the US FORGE site

W Zhai, B Feng, S Liu, Z Jia, Z Jiang, Z Liu, J Zhao… - Geothermics, 2025 - Elsevier
Enhanced geothermal system (EGS) development relies on efficient drilling methods.
Traditional physics-driven numerical simulation models, while effective, are computationally …

Assessment and Modeling of Geothermal Potential in Northeastern Morocco

FZ Haffou, LA Ouzzaouit, AA Qarbous… - The Iraqi Geological …, 2024 - igj-iraq.org
The northeast of Morocco is known for many hot water aquifers that emerge at Liasic
formations which are the source of the primary thermal springs. In this region of Morocco, the …

Geothermal Potential Assessment in the Eastern Rif Region of Morocco

FZ Haffou, LA Ouzzaouit, A Qarbous… - … Conference on Advanced …, 2023 - Springer
Geothermal energy is a natural resource distinguished by its renewal, ecology, and
sustainability properties. Notwithstanding this fact, it is still scarcely used worldwide and …