Water researchDeep LearningTemperatureSupport Vector MachineModelsTheoretical
Physics-constrained deep learning for reservoir thermal structure prediction: Enhanced interpretability and extrapolation capability.
Jianying Song, Jie Song, Yujun Yi
Published: 202610.1016/j.watres.2025.125086
Abstract
Rapid prediction of reservoir vertical thermal structure is crucial for implementation flexible reservoir optimization strategies aimed at ecological protection. Data-driven models can efficiently forecast water temperature dynamics but have limitati…
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