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car-following models 1echo state property 1reservoir computing 1traffic prediction 1undersensed traffic 1

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eess.SY2026

Dynamics-matched Physical Reservoir Computing for Undersensed Traffic Prediction

Michael McCreesh, Rohit Gupta, Stephen L. Smith

The paper proposes using a traffic network modeled by the Improved Intelligent Driver Model as a physical reservoir computer to predict traffic in undersensed networks, demonstrati…