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Roman Engelhardt

Technische Universität München (TUM)

Arcisstrasse 21

Munich, DE 80333

Germany

  • Technische Universität München (TUM)

SCHOLARLY PAPERS

3

DOWNLOADS

352

TOTAL CITATIONS

2

Scholarly Papers (3)

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1.

Machine Learning Surrogates for Agent-Based Models in Transportation Policy Analysis

Number of pages: 34 Posted: 17 Mar 2025
Elena Salomé Natterer, Saini Rohan Rao, Alejandro Tejada Lapuerta, Roman Engelhardt, Sebastian Hörl and Klaus Bogenberger
Technische Universität München (TUM), Technische Universität München (TUM), Helmholtz Munich, Technische Universität München (TUM), IRT SystemX, Paris-Saclay, France and Technische Universität München (TUM)
Downloads 205 (371,583)
Citation 2

Abstract:

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Graph Neural Networks, Agent-based simulations, Optimization-Based Transportation Policies, Surrogate Models, Street Capacity Reduction

2.

Assessing the Role of Ride-Pooling in Urban Transportation Systems Using a Large-Scale Integrated Supply and Demand Model - Investigations Based on Empirical Data from Europe's Largest Ride-Pooling Service

Number of pages: 29 Posted: 31 May 2024
Nadine Kostorz-Weiss, Roman Engelhardt, Gabriel Wilkes, Florian Dandl, Michael Heilig, Felix Zwick, Eva fraedrich, Klaus Bogenberger, Peter Vortisch and Martin Kagerbauer
Karlsruhe Institute of Technology, Technische Universität München (TUM), Karlsruhe Institute of Technology, affiliation not provided to SSRN, Karlsruhe Institute of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, Technische Universität München (TUM), Karlsruhe Institute of Technology and Karlsruhe Institute of Technology
Downloads 87 (771,553)

Abstract:

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ride-pooling, transportation system, demand-supply interaction, scenario analysis

3.

Two-Sided Dynamics in Duopolistic Ridesourcing Markets with Private and Pooled Rides

Number of pages: 49 Posted: 21 Sep 2024
Arjan de Ruijter, Florian Dandl, Roman Engelhardt, Klaus Bogenberger, Nejc Gerzinic, Hans van Lint and Oded Cats
Delft University of Technology, affiliation not provided to SSRN, Technische Universität München (TUM), Technische Universität München (TUM), Delft University of Technology, Delft University of Technology and Delft University of Technology
Downloads 60 (961,006)

Abstract:

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Ride-hailing, Ride-pooling, Two-sided market, Network effects, Multi-homing