Research Publications and Outputs
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UrbanFloodBench Dataset
Published 2026-07-13This dataset, UrbanFloodBench, was developed to provide an open and reproducible benchmark for testing, evaluating, and comparing data-driven surrogate models for coupled urban flood systems. UrbanFloodBench is an open ...Open AccessDataset -
Dataset used for training and testing in “Physics-informed Graph Neural Networks for Operational Flood Modeling” paper
Published 2026-05-11This dataset contains 2D hydrodynamic model simulation outputs and associated geometry files used for training and testing graph neural network (GNN) models presented in the paper “Physics-informed Graph Neural Networks ...Open AccessDataset -
Flood depth maps used for training & testing in "Subgrid informed neural networks for high-resolution flood mapping" & "Flood-LDM: Generalizable latent diffusion models for rapid and accurate zero-shot high-resolution flood mapping" papers [Dataset]
Published 2026-03-19This dataset contains coarse-grid flood maps, fine-grid flood maps, and Digital Elevation Model (DEM) images with a spatial resolution of 512 × 512 pixels, which were used to train and evaluate deep learning models in the ...Open AccessDataset -
Supplementary Material for Power Dynamics and Community Participation in Climate Resilience Infrastructure: Examining Project Governance of the Leyte Tide Embankment
Published 2026-02-12These supplementary materials accompany the article "Power Dynamics and Community Participation in Climate Resilience Infrastructure: Examining Project Governance of the Leyte Tide Embankment". They contain the methodological ...Open AccessDataset -
When is it convenient to split public transport lines?
Published 2025-03-28To serve a public transport demand on a corridor, it is possible to have just one line serving all of it, or two of them each serving one segment - which we refer to as one divided line. In this paper, we investigate ...Open AccessPreprint