Physics-informed digital twin reconstructs sparse CSI via physical-prior attention and predicts NTN traffic via orbit-adaptive spatiotemporal GNN plus deterministic baseline.
Spatio-temporal multi-view based short-term traffic forecasting for incomplete time series in LEO satellite networks,
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Physics-Informed Digital Twins for Channel Estimation and Traffic Prediction of Non-Terrestrial Networks
Physics-informed digital twin reconstructs sparse CSI via physical-prior attention and predicts NTN traffic via orbit-adaptive spatiotemporal GNN plus deterministic baseline.