Pan, L., Li, H., Li, X., Bi, D., Peng, L., Xie, Y. (2026). Hierarchical multi-attention neural networks for sensor fault diagnosis and mitigation in digital twins. Scientific Reports. https://doi.org/10.1038/s41598-026-42046-5