Analysis of urban hydrogen-blended natural gas pipeline leak failure and accident evolution based on the combination of causal inference and probabilistic machine learning

Wuyin Lin, Songming Yu, Xinran Yu, Yuxing Li, Cuiwei Liu. Analysis of urban hydrogen-blended natural gas pipeline leak failure and accident evolution based on the combination of causal inference and probabilistic machine learning. Rel. Eng. & Sys. Safety, 273:112323, 2026. [doi]

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