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ML Model Selection Based on Feature Merging, Spatial Location

USPTO granted patent US12608442B2 to inventor Jiazuo Zhang for a method of selecting machine learning models in wellbore operations using feature merging across multiple time windows. The patent covers receiving sensor data from subsurface formations in wellbores, merging with previously cached historical datasets that spatially overlap, and selecting appropriate ML models based on merged datasets.