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Saini Rohan Rao

Technische Universität München (TUM)

M.Sc. Informatics

Arcisstrasse 21

Munich, DE 80333

Germany

  • Technische Universität München (TUM)

SCHOLARLY PAPERS

2

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265

TOTAL CITATIONS

2

Scholarly Papers (2)

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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.

Cross-City Generalization of Machine Learning Surrogates for Transport Policy Analysis using Transfer Learning

Number of pages: 35 Posted: 18 Feb 2026
Elena Salomé Natterer, Saini Rohan Rao, Ankit Basu, Dominik Fuchsgruber and Klaus Bogenberger
Technische Universität München (TUM), Technische Universität München (TUM), affiliation not provided to SSRN, affiliation not provided to SSRN and Technische Universität München (TUM)
Downloads 60 (980,173)

Abstract:

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Few-Shot Transfer Learning, Transformers, Graph Neural Networks, Agent-based simulations, Optimization-Based Transportation Policies, Surrogate Models