Project Details
Projekt
Data-flexible calibration of large-scale transportation simulation models (C07)
Subject Area
Traffic and Transport Systems, Intelligent and Automated Traffic
Term
since 2025
Project identifier
Deutsche Forschungsgemeinschaft (DFG) - Project number 531327426
Project C7 will develop an automated calibration framework for the heterogeneous microscopic transportation demand models used within this CRC, with the core objectives of (i) framework generalizability, (ii) uncertainty quantification and (iii) automating heuristics for calibration. The framework will involve a modular design of the calibration pipeline to allow for flexible integration with varying components for different uses such as diverse (i) data sources, (ii) optimization algorithms, and (iii) performance measures. We will provide the tools for the calibration of the AgiMo digital twin. The developed techniques will be also applicable to other models.
DFG Programme
CRC/Transregios
Applicant Institution
Technische Universität Dresden
Project Head
Professor Dr. Constantinos Antoniou
