A Data-Driven Framework for Modeling Car-Following Behavior Using Conditional Transfer Entropy and Dynamic Mode Decomposition

Poorendra Ramlall, Subhradeep Roy

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number9700
JournalApplied Sciences (Switzerland)
Volume15
Issue number17
DOIs
StatePublished - Sep 2025
Externally publishedYes

ASJC Scopus Subject Areas

  • General Materials Science
  • Instrumentation
  • General Engineering
  • Process Chemistry and Technology
  • Computer Science Applications
  • Fluid Flow and Transfer Processes

Keywords

  • car-following dynamics
  • data-driven modeling
  • dynamic mode decomposition with control
  • information theory
  • prediction
  • real-world data
  • transfer entropy

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