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A hybrid approach integrating physical simulation and machine learning for gas kick risk prediction in shale gas wells

Author:

Xiaojie Liu,Jie Zhang,Jiajun Yao,Xin Li,Xuefeng Sun,Hao Liu

Publication:

Reliability Engineering & System Safety

Publisher:

Elsevier

Date:

Available online 4 June 2026

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