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Mr. MAHMOUD ALGAIAR's Outputs (3)

aiION: a machine learning approach to geothermal exploration. (2025)
Presentation / Conference Contribution
ALGAIAR, M.M. 2025. aiION: a machine learning approach to geothermal exploration. Presented at the 2025 Geothermal seminar (GEOTHERMAL 2025): gaining momentum, 26-27 February 2025, [virtual event].

Geothermal energy, a renewable resource derived from the Earth's subsurface, holds great promise for sustainable power generation. This research aimed to develop a data-driven geothermometer using supervised machine learning (ML) to predict subsurfac... Read More about aiION: a machine learning approach to geothermal exploration..

Applications of artificial intelligence in geothermal resource exploration: a review. (2024)
Journal Article
ALGAIAR, M., HOSSAIN, M., PETROVSKI, A., LASHIN, A. and FAISAL, N. 2024. Applications of artificial intelligence in geothermal resource exploration: a review. Deep underground science and engineering [online], 3(3): geothermal energy, pages 269-285. Available from: https://doi.org/10.1002/dug2.12122

Artificial intelligence (AI) has become increasingly important in geothermal exploration, significantly improving the efficiency of resource identification. This review examines current AI applications, focusing on the algorithms used, the challenges... Read More about Applications of artificial intelligence in geothermal resource exploration: a review..

Unlocking hidden geothermal potential: leveraging artificial intelligence for subsurface exploration. (2024)
Presentation / Conference Contribution
ALGAIAR, M.M. 2024. Unlocking hidden geothermal potential: leveraging artificial intelligence for subsurface exploration. Presented at the 3rd Annual geothermal seminar (Geothermal 2024): heating up the market, 21-22 February 2024, [virtual event].

Geothermal energy shows potential as a renewable and sustainable energy source. However, geothermal exploration is challenging and costly due to the subsurface complexities involved in locating potential reservoirs. Recent advancements in artificial... Read More about Unlocking hidden geothermal potential: leveraging artificial intelligence for subsurface exploration..