A framework based on temporal causal inference graph neural networks for the probabilistic estimation of the remaining useful life of proton exchange membrane fuel cells. - Yuxuan He; Lingyun Qiao; Enrico Zio; Huai Su; Li Zhang; Zhaoming Yang; Shiliang Peng; Jinjun Zhang (Reliab. Eng. Syst. Saf., 2026)