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Item Open Access The reservoir inflow prediction of the Bhumibol and Sirikit dams using machine learning techniques(Mahidol University, 2022) Pheeranat Dornpunya; Areeya Rittima; Yutthana Phankamolsil; Jidapa KraisangkaThe recent research has been devoted to the machine learning (ML) technique to enhance the predictive performance of hydrological prediction models for a successful planning and water resources management. This study aims at applying ML... in the central region of Thailand. The precise and accurate prediction of both short–term and long–term time horizon of the reservoir inflows can lead to the proper management of water resources in coping with the anticipated hydrological events.