Author

Michael McCreesh

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Jul 2026

Dynamics-matched Physical Reservoir Computing for Undersensed Traffic Prediction

This work shows that a reservoir governed by the Improved Intelligent Driver Model (IIDM) satisfies the echo state property for a class of slowly-varying inputs, and that the IIDM reservoir computer (IIDM-RC) accurately predicts an undersensed vehicle network governed by varying car-following models.

Michael McCreesh, Rohit Gupta, Stephen L. Smith · arXiv.org · 0 citations