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Alejandro Tejada Lapuerta

Helmholtz Munich

Neuherberg

Germany

Technische Universität München (TUM) - School of Computation, Information and Technology

Munich

Germany

  • Helmholtz Munich

  • Technische Universität München (TUM) - School of Computation, Information and Technology

SCHOLARLY PAPERS

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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)
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Citation 2

Abstract:

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