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Gabriel Moreira Beltrami

Barcelona Supercomputing Center

C/Jordi Girona 29

Barcelona, 08034

Spain

  • Barcelona Supercomputing Center

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Scholarly Papers (1)

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Assessment of deep-learning strategies for surrogate modeling of pollution dispersion in a thermal street canyon

Number of pages: 29 Posted: 16 Sep 2025
Gabriel Moreira Beltrami, Joan Calafell Sandiumenge, Rogério Gonçalves dos Santos and Jan Mateu Armengol
Barcelona Supercomputing Center, Universitat Politècnica de Catalunya (UPC Barcelona Tech), Universidade Estadual de Campinas (UNICAMP) and affiliation not provided to SSRN
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Abstract:

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Data-driven surrogate modeling, Pollution dispersion, open database, PCA + MLP, U-Net, Thermal street-canyon