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Magnus Nordenvaad

1 paper indexed

arxivcs.LG2026-07-17

A Semiparametric Framework for Stochastic Fundamental Diagram Modeling

Pengnan Chi, Xiaoliang Ma, Magnus Jansson, Magnus Nordenvaad

The stochastic fundamental diagram (SFD) provides a probabilistic description of the relationship between traffic density and flow or speed, enabling uncertainty-aware traffic modeling. However, existing stochastic models frequently struggle to accommodate rigorous physical const…

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