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Supplementary Material and Datasheet: Off to new Shores: A Dataset & Benchmark for (near-)coastal Flood Inundation Forecasting Contents

Neural Information Processing Systems

This supplementary document follows the Datasheets for Datasets template of (8) to document the Global Flood Forecasting (GFF) dataset and its creation. Further resources are provided: in the accompanying publication https://arxiv.org/abs/2409.18591 in the GitHub repository https://github.com/Multihuntr/GFF







FreeProbabilityforpredictingtheperformanceof feed-forwardfullyconnectedneuralnetworks

Neural Information Processing Systems

We also nuance the idea that learning happens at the edge of chaos by giving evidence that avery desirable feature forneural networks isthehyperbolicity of their Jacobian at initialization.