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About half of US natural gas comes from gas shales. It is valuable to study field production well by well. In early 2018, there were some 67,000 active horizontal gas shale wells in the US, some more than 12 years on production. Our approach is a hybrid between an unstructured big-data approach and physics-based models. We extend a previous two-parameter scaling theory of shale gas production by adding...