Shale gas, as a typical low-quality marginal hydrocarbon resource, faces persistently high drilling costs, which have become one of the main bottlenecks restricting its large-scale development. The Southern Sichuan region of China holds enormous shale gas reserves and is a strategically important area for achieving cost-effective large-scale development. However, as production capacity construction intensifies and the volume of investment and cost data increases, traditional data processing methods can no longer meet the timeliness and accuracy requirements for handling massive data. Accurate prediction of oil and gas drilling costs will help in making scientific decisions and evaluations. I... More >