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Samuel Gómez

Barcelona Supercomputing Center

C/Jordi Girona 29

Barcelona, 08034

Spain

  • Barcelona Supercomputing Center

SCHOLARLY PAPERS

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150

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Scholarly Papers (1)

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Building a General and Data-Efficient Convolutional Neural Network-Based Model for Fast Urban Flow Estimation

Downloads 150 (494,203)

Building a General and Data-Efficient Convolutional Neural Network-Based Model for Fast Urban Flow Estimation

Number of pages: 54 Posted: 26 Dec 2025
Joan Calafell Sandiumenge, Jaime Bustillo, Jan Mateu Armengol, Samuel Gómez, Francisco Ramírez Jávega and Oriol Lehmkuhl
Universitat Politècnica de Catalunya (UPC Barcelona Tech), affiliation not provided to SSRN, affiliation not provided to SSRN, Barcelona Supercomputing Center, Barcelona Supercomputing Center and Barcelona Supercomputing Center
Downloads 82 (798,777)

Abstract:

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Urban flow modeling, General urban flow models, Geometry-Guided Data-efficient modeling, Physics-constrained urban flow predictive models

Building a General and Data-Efficient Convolutional Neural Network-Based Model for Fast Urban Flow Estimation

Number of pages: 54 Posted: 26 Dec 2025
Joan Calafell Sandiumenge, Jaime Bustillo, Jan Mateu Armengol, Samuel Gómez, Francisco Ramírez Jávega and Oriol Lehmkuhl
Universitat Politècnica de Catalunya (UPC Barcelona Tech), affiliation not provided to SSRN, affiliation not provided to SSRN, Barcelona Supercomputing Center, Barcelona Supercomputing Center and Barcelona Supercomputing Center
Downloads 68 (903,821)

Abstract:

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Urban flow modeling, General urban flow models, Geometry-Guided Data-efficient modeling, Physics-constrained urban flow predictive models