Research Publications and Outputs: Recent submissions
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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 -
Probabilistic Models for Australian Structural Loads
Published 2025Probabilistic models for (annual) extreme Australian wind action, imposed action, earthquake action, and permanent action are presented. The first and second order statistics for each of the actions are analysed in accordance ...Open AccessReport, Research