Prof LIU Cheng

Prof LIU Cheng

Physics-Guided Deep Learning, Structural Health Monitoring, Structural Digital Twin, Smart Materials and Structures, CFRP Composites

A multi-fidelity tabular prior-data fitted network model for accurate prediction and uncertainty quantification

Published in Nature Communications, 2026

Recommended citation: Shi, Y., Liu, C., Yu, A., Lu, Z., Elias, S., Cheng, K., Kou, J., Chen, X., Liu, Y., Huang, H., & Beer, M. (2026) A multi-fidelity tabular prior-data fitted network model for accurate prediction and uncertainty quantification. Nature Communications