Subsurface Intelligence

Production Forecast

Physics-ML hybrid decline analysis: from raw well data to calibrated, uncertainty-quantified forecasts.

Production Rate — Well A-14

Historic

Raw Production Data

Field data arrives from the wellhead: monthly production volumes, flowing pressures, and GOR measurements. The data is noisy, has gaps, and spans 36 months.

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Raw data alone is insufficient for forecasting—it needs a physics backbone.

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