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Pengnan Chi

1 paper hereh-index 28 citations5 works total

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author position
  • first author1

Across the 1 of 1 paper where every author was matched, so the position is known.

fields
  • cs.LG1

identity via Semantic Scholar / OpenAlex

collaborators

1 paper

cs.LG2026

A Semiparametric Framework for Stochastic Fundamental Diagram Modeling

Pengnan Chi, Xiaoliang Ma, Magnus Jansson +1

The stochastic fundamental diagram (SFD) provides a probabilistic description of the relationship between traffic density and flow or speed, enabling uncertainty-aware traffic mode…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.