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Carlo Malapad Acosta

affiliation not provided to SSRN

  • affiliation not provided to SSRN

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Exploring graph neural networks for flood modeling: Challenges, opportunities, and future prospects

Number of pages: 30 Posted: 07 Jan 2026
Carlo Malapad Acosta, Herath Mudiyanselage Viraj Vidura Herath, Abhishek Saha, Sanka Rasnayaka and Lucy Marshall
affiliation not provided to SSRN, The University of Sydney - School of Civil Engineering, Delft University of Technology, National University of Singapore (NUS) - School of Computing and Macquarie University
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Flood modeling, Surrogate Models, Machine Learning, Deep Learning, Graph Neural Networks