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#artificial intelligence Preprint Sep 2026

FedeRICo: Federated Region-Influenced Coupling for Traffic Flow Prediction

FedeRICo, a federated traffic forecasting framework that combines gradient-level collaboration with boundary-aware residual communication, is proposed that consistently outperforms state-of-the-art federated spatial-temporal baselines while maintaining competitive training runtime.

Fermin Orozco, Man Luo, Johan Wahlström · 0 citations
Open access Aug 2026

Demographic time bomb in COPD (1990–2050)

This study provides the first comprehensive analysis of COPD epidemiology from 1990 to 2021 using Global Burden of Disease 2021 data, integrating multimodel projections to 2050 and risk factor attribution across SDI quintiles.

Dong Liu, Lu-Na Zhao, Lin Chen et al. · 0 citations

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