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Assessing flood-related wellbeing from public discourse in Ireland using large language model as judge, 2012--2025
Róisín Luo, Karyn Morrissey
Flooding is an environmental hazard that produces social and psychological consequences for exposed individuals, shaping threat appraisal, perceived coping capacity, access to soci…
A population-level assessment framework for flood-related wellbeing from public discourse in Ireland
Róisín Luo, Karyn Morrissey
\ textbf{Background.} Ireland's position on the eastern North Atlantic exposes it to moisture-laden westerlies and frequent low-pressure systems, generating abundant precipitation…
A Stochastic--Geometric Theory of Scaling Laws in Grokking
Róisín Luo, Christian Gagné, Jonas Ngnawé +2
Delayed generalization (\ie~grokking) refers to the phenomenon in which a neural network fits its training data early in training but only begins to generalize after a prolonged de…
Learning long term climate-resilient transport adaptation pathways under direct and indirect flood impacts using reinforcement learning
Miguel Costa, Arthur Vandervoort, Carolin Schmidt +4
Climate change is expected to intensify rainfall and other hazards, increasing disruptions in urban transportation systems. Designing effective adaptation strategies is challenging…