Similarity-Based Prediction for Digital Twins: Panel Data, Theory, and Applications

Ruihang Han, Li-Hsiang Lin

Prediction from sequential panel data is central to digital-twin modeling, where new panels arrive over time and the predictive system is updated sequentially. Existing methods oft…